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Rules (108)
- Candid build standard: INP ≤ 150ms target (200ms is the failing floor); LCP ≤ 2.0s; CLS ≤ 0.05
- Candid image pipeline 2026: AVIF source / WebP fallback / JPEG last; fetchpriority="high" on LCP image only; explicit dimensions always
- HCRA + Tarion are two distinct gates — an Ontario new-home builder needs both to legally build or sell
- HCRA Code of Ethics s.17 requires accurate advertising; superlatives ("best", "safest") without substantiation are a discipline risk
- R1 — Network membership precedes referral-program design; "we have a referral program" is not a strategy until "we are in the network" is true
- R1 — Price and scope in affordable-loss terms, not expected-return terms; headline = "maximum you can lose," not "projected upside"
- R2 — Engineer explicit kill criteria into every multi-month engagement; date + metric in writing; converts open-ended commitment to bounded prospect
- R2 — Reweight marketing portfolio toward in-group reputation accrual; reduce reliance on homeowner-targeted lead-gen and agency-directory listings
- R3 — Lead with the certain deliverable, not the probable outcome; anchor on what is guaranteed, then layer probable results above
- R3 — Target the peer-coached contractor as highest-value persona; explicitly qualify BTA/EOS/Vistage/TAB membership in discovery; staff for the persona's information environment
- R4 — Earn one audit-verified in-group credential per year; refuse all purchased credentials; sparse + verifiable beats dense + decorative
- R4 — Surface and reframe the in-house comparator; the implicit competitor is "my cousin / my admin"; reframe it as a bet with its own probability of failure
- R5 — Diagnose previous-vendor failures as competence or integrity; route the repair strategy accordingly (apology vs structural commitments)
- R5 — Recognize "better marketing copy" is the wrong strategy for a credence-good market; solution is liability + verifiability + in-group reputation, not copy
- R6 — Build Candid's own audited-reputation infrastructure (GuildQuality-style for marketing-agency-for-trades); the category lacks one — structural-hole opportunity
- R6 — Build social proof from radius-matched peers; case-study library prioritized by (trade × business size × region) coordinates
- R7 — Bird-in-hand pitch architecture as default; begin from what the GC has, propose incremental improvements; reserve reinvention for growth-oriented founder-GCs
- R7 — Treat events as reputation-witnessing infrastructure, not lead-generation; measure share-of-voice within defined in-group, not leads-attributed-to-event
- R8 — Name the credence-good problem explicitly with prospects; propose liability + verifiability structures rather than projecting unwarranted confidence
- R8 — Payment terms aligned with the GC's draw cycle; progress-based or milestone-tied, not monthly; reduces scarcity-cognitive friction
- R9 — Stop using implicit-loss framing; replace "you'll fall behind" with bounded loss ("specific cost of current configuration over 12 months, in lost leads / wasted spend")
- Rule (B&J): never use comparative copy on B&J surfaces — confidence from specificity, not contrast
- Rule (B&J): when describing the marketing site tech stack, the live repo CLAUDE.md is the source of truth — not the project-knowledge tech-stack doc
- Rule (Ontario builder/renovator clients pursuing award visibility): enter the award stack BOTTOM-UP — local in year 1, provincial in year 2, national in year 3 — judges at each tier favour submissions already recognized below
- Rule (Ontario builder/renovator sites): build a dedicated /affiliations or /memberships page listing each HBA with a one-sentence description AND year joined, marked up with Organization schema + memberOf properties
- Rule (Ontario builder/renovator sites): composite footer logo strip showing local HBA + OHBA + CHBA + RenoMark (where applicable), each linked to the parent organization's website — Pattern A model
- Rule (Ontario builder/renovator sites): display the current-year award badge prominently; archive past-year badges (dated) on the Awards or About page once the next year's program closes
- Rule (Ontario new home builder sites): display HCRA license and Tarion enrolment SEPARATELY from the HBA logo strip — they are regulatory trust signals, not voluntary memberships
- Rule (renovator client sites): build a dedicated `/renomark` page with the verbatim 10-point Code and the current-year certificate image
- Rule (renovator client sites): display RenoMark in the footer affiliations strip with equal visual weight to local HBA, BBB, HomeStars, Houzz
- Rule (renovator client sites): link the RenoMark logo to the contractor's renomark.ca profile AND show "RenoMark Verified 20YY" beside it — the highest-leverage tweaks almost nobody does
- Rule (Tier-2 ICI GC sites): build a single dedicated /credentials page listing every team credential (P.Eng., GSC, P.GSC, PMP, CET, LEED AP, Red Seal, COR, CHSC) with brief descriptions, no puffery
- Rule (Tier-2 ICI GC sites): display "Name, P.Eng., GSC" post-nominal with a one-line tooltip explaining the credential at grade-8–10 reading level
- Rule (Tier-2 ICI GC sites): pair every Gold Seal mention with concrete experience numbers — "GSC PM with $300M+ delivered ICI" reads stronger than "GSC PM"
- Rule (Tier-2 ICI GC sites): use schema.org Person + hasCredential + EducationalOccupationalCredential markup so Gold Seal credentials surface in Google knowledge panels and AI overviews
- RULE: 4-15-person service businesses use hub-and-spoke IA, not enterprise matrix. Don't pretend to be Dentons.
- RULE: 60-second GC disqualification script — four questions on team size, lead source, regulatory status, and last website history
- Rule: a contractor's HomeStars subscription should be a TIME-BOXED 6–12 month bridge while owned channels mature — NOT a primary channel; cancel by month 12 if owned channels are producing ≥60% of leads
- Rule: a contractor's own website Core Web Vitals (LCP, INP, CLS) is a LOAD-BEARING trust signal — it is the 2nd or 3rd surface in the buyer journey; >50% of WordPress contractor sites currently fail mobile CWV; the HomeStars lead is wasted at the contractor's own front door
- Rule: a contractor's trust signals should be OWNED (regulator credentials, GBP reviews, owned site, GuildQuality, named case studies) — not RENTED from a directory platform (HomeStars, Houzz Pro, Angi, BBB Accreditation subscription)
- RULE: A platform that cannot produce a clean export today is a hostage situation. Treat it as such.
- RULE: Accessibility is architecture, not an overlay. Never sell or install an accessibility overlay widget.
- RULE: Always list the business (not the agency) as the domain Registrant. Step 1 of every engagement.
- RULE: Always server-render or statically generate content for AI crawlers. Never ship client-side-only HTML.
- RULE: Always ship schema as hygiene. Never expect it alone to move AI citations.
- Rule: an Ontario builder/renovator should join the LOCAL HBA, never OHBA or CHBA directly — bundled dues flow upward automatically through the federation
- Rule: be explicit about what marketing cannot do — 6% margins won't become 20% via marketing
- Rule: before trusting any RenoMark claim, verify the contractor on renomark.ca — directory presence is the only public proof
- RULE: Best-fit GC profiles — $1M–$5M residential design-build with 5+ employees + admin + a published award, OR $5M–$20M COR-certified ICI on a stale site
- RULE: Build Candid client data products on official open-data feeds — never on scraped sources
- RULE: Buyers should search the Ontario Builder Directory before signing any Agreement of Purchase and Sale; not listed = unlicensed = walk away
- RULE: Candid's own GC-facing pages must use construction vocabulary correctly — Tarion, COR, PDI, 1-2-7, draw schedule, RFI, punch list
- RULE: Capture an archive snapshot (Perma.cc / archive.org) at the moment of citing any web source. Quote verbatim.
- Rule: concede the credence-good problem; make marketing as inspectable as possible
- RULE: Default stack for new marketing-site work is Astro 5/6 + Tailwind v4 on Cloudflare Pages
- RULE: Default to /industries/<slug>/ for multi-vertical service business URLs. Never /for-audience/ as primary IA.
- RULE: Defer or delay every third-party script until user interaction, except those required for first paint
- RULE: Design every Candid client site for a 10-year operational horizon. Rebuild is a choice, not a forced move.
- Rule: display regulator credentials with PORTABLE LINKS to authoritative registries (hcraontario.ca, tarion.com, renomark.ca, ohba.ca, wrhba.com, cca-acc.com, ihsa.ca) — never as inert images, never bundled inside a platform-branded badge
- RULE: Don't bend the client's business model to a generic CRM. Either find vertical SaaS that fits, or add a custom data layer on top.
- RULE: Don't recommend Astro DB / Astro Studio as a strategic platform bet — Studio was wound down late 2024
- RULE: Don't use audience-based primary nav unless audience categories are mutually exclusive, jargon-free, with substantially unique content
- RULE: Every Candid builder-client site must display HCRA licence number(s) in the footer of every page and link directly to the builder's OBD profile
- RULE: Every Candid builder-client site must surface Tarion warranty coverage on every new-home product/landing page, with 1-2-7 structure named and CSS forms referenced
- Rule: every Candid client case study must use the EXACT status of each workstream, not aspirational status
- RULE: Every Candid data product carries source attribution per the [[attribution-checklist-by-source]]. Mis-attribution terminates the licence.
- RULE: Every Candid developer gets paid Claude Code + Cursor (or Copilot). ~$30-40/mo/person is not a real number against the productivity lift.
- Rule: every KPI in a Candid case study must carry a source and a confidence label inline
- RULE: Every non-trivial claim carries a named source with author/institution + date + URL. Confidence flag honest.
- RULE: Every objective claim in Candid content carries a named source + date + verbatim quote ≤25 words + confidence label
- RULE: Every page ships with a publish date and a last-updated date. Refresh quarterly minimum.
- RULE: Every public Candid artifact carries a visible "last updated" stamp. Living-document discipline beats one-shot publication.
- RULE: Every vertical page carries substantively vertical-specific content (case studies, regulations, vocabulary). Generic content gets folded.
- RULE: Expose Industries and Services as two orthogonal axes in the top nav. Don't hide one behind the other.
- RULE: For content-heavy SEO/AI-critical clients (~$10k+ budget), default proposal is headless WordPress + Astro on Cloudflare Pages
- RULE: For GC prospects, add a vertical-specific counter-incentive line: "If your referral pipeline is solid and your team is under five people, you probably don't need us yet."
- RULE: For KW-region GC prospecting, prioritize WRHBA → Cambridge Chamber → Greater KW Chamber → OGCA presence in that order
- RULE: Forms under ~7 fields stay single-step. Multi-step only when total fields cross the threshold.
- RULE: Foundation research before article, article before marketing page. Never write the marketing page first.
- RULE: GC vertical content-asset priority order — owned-vs-rented comparison, trust-signal checklist, anatomy of a rebuild, badge guide, exemplars page
- Rule: Gold Seal is an INDIVIDUAL credential — never describe the company as "Gold Seal Certified," "Gold Seal builder," or "Gold Seal Certified company"
- RULE: Keep migration 301 redirects in place for at least 12 months; never less than 180 days (Google's explicit floor)
- RULE: Keep one audit SKU ($1,250). Don't fragment for GCs — add a GC-specific scoring rubric and a one-page sample report instead.
- RULE: Lead paragraphs with the direct answer. Aim for 40–60 words. Make every paragraph self-contained.
- Rule: lead with the work, not the strategy, when selling to a GC owner
- RULE: Lead WordPress migration sales with a $1,250 fixed-price Migration Audit. Quote the build fixed-price only after the audit completes.
- Rule: match the pitch posture to the firm's revenue band (4 bands: <$2M / $2M–$5M / $5M–$15M / >$15M)
- RULE: Mega menu hover delay 500ms before show, 100ms reveal. Mobile uses accordion / sequential, not the same mega menu.
- Rule: never describe RenoMark as a "warranty program", "certification", "license", "regulator", or "guarantee" — use CHBA's own framing ("recognition program", "Code of Conduct", "Renovators' Mark of Excellence")
- RULE: Never publish a tool or library name without a citation that can be verified by a reader.
- RULE: One Service schema per vertical when offerings genuinely differ. Multi-audience Service when offering is identical.
- RULE: Own a single customer_id primary key that joins across your vertical SaaS + QuickBooks + email + ads.
- RULE: Performance budgets enforced in CI. Build fails on budget violation. Documented budgets without CI enforcement do not work.
- RULE: Plugin count is the WordPress security surface. Audit quarterly; one-in, one-out rule.
- RULE: Politely decline GC prospects under 5 employees, "just give me leads" framing, active 12-month directory lock-in, or no published projects beyond stock photos
- Rule: position Gold Seal as a hiring / HR signal and a credentialing-pool indicator, NOT as a procurement-scoring lever or a regulatory license
- RULE: Publish a public corrections log + retraction policy. A correction without a process change is theater.
- Rule: recognize the GC owner's spouse / office manager as a primary buyer, not a gatekeeper
- Rule: refuse to compete on the lead-generation platform value proposition; Candid's category is owned-asset infrastructure
- RULE: Require a working database export on Day 1 of any engagement. Test it. Re-test quarterly.
- Rule: speak Ontario, not "North America" — HCRA / Tarion / Construction Act / RenoMark fluency is the credibility moat
- RULE: Standard agency contract includes a written exit-transition clause naming deliverables and timelines
- RULE: Stop quoting Elementor / Divi / WPBakery as the default for new Candid client builds. Block themes lead the pricing menu.
- RULE: The LCP image always has explicit width/height + fetchpriority="high" + no lazy-loading
- RULE: Treat a deliberate data layer as a privacy-compliance accelerator, not a privacy risk. The scattered alternative is harder to comply with.
- Rule: treat HBA / CHBA / RenoMark / peer channels as primary distribution, not soft-marketing tactics
- RULE: Treat URL/slug design as a 10-year decision. Never let a slug change without a 301 redirect.
- Speed/conversion stats commonly cited but NOT supported by primary evidence in 2026 — Candid will not quote these
Reference (581)
- "9 of 10 web migrations fail" — single-sourced (Numen Technology); use 523-day SEJ stat instead
- "Best of HomeStars" award is functionally pay-to-play: HomeStars Pro Centre states "Only upgraded members can qualify to win a Best of Award"; verifies subscription continuity + in-platform reviews, NOT code compliance / HCRA / Tarion / insurance / workmanship
- $5K WordPress refresh vs $20K custom build — performance alone does not justify the $15K delta
- 2026 CWV thresholds (confirmed unchanged): LCP ≤ 2.5s, INP ≤ 200ms, CLS ≤ 0.1 at p75 field data
- 5-year cost comparison for a $3M residential GC in KW: HomeStars stack ~$37–75K direct + ~$25K opportunity cost on shared-lead bid-down = ~$62K (asset resets to zero); owned-asset stack ~$40–95K (asset compounds — 60–100+ named/dated/located case studies, organic ranking, portable reviews, AI-citation-ready schema)
- A well-optimized WordPress + Gutenberg + Kadence/GeneratePress site on managed hosting can plausibly match an Astro-on-Cloudflare site in CWV
- Accessibility: 95% of sites fail basic WCAG; 40% of new federal ADA filings are pro se (AI-assisted)
- ACF → SCF forced fork (Oct 12, 2024) — first unilateral plugin takeover in 21-year WordPress history
- ACF custom fields don't survive WordPress's native XML export — image IDs + serialized arrays break
- Adi Development / Nautique (Burlington) — first major HCRA Notice of Proposal; November 2022 LAT settlement: $60K AMP + $2,585,674.58 to 141 purchasers
- AGC of America 2023: 91% of US contractors reported difficulty filling positions; ~546,000 additional workers needed 2023-2024
- Agency-as-Registrant "domain hostage" pattern — practitioner-documented but rarely litigated
- Ahrefs (14B-page study): 96.55% of pages get zero Google traffic — supersedes older 90.63% figure
- Ahrefs (2025, 17M citations): AI-cited content is 25.7% fresher than traditional organic results
- Ahrefs (April 2026): adding schema to 1,885 pages produced no AI-citation lift; AI Overviews showed -4.6%
- AI citation overlap with Google top-10 has collapsed — from 76% (Jul 2025) to ~8-38% (2026)
- AI crawlers (GPTBot, ClaudeBot, PerplexityBot) generally do not execute JavaScript — client-side React/Vue without SSR is invisible
- AI search citation likelihood — direct evidence is thin; indirect evidence (overlap with organic top 10) is moderate. Speed is not a known direct lever.
- AI-assisted dev productivity 2026: published evidence ranges from 21-28% speedup (GovTech) to 19% slowdown (METR RCT) — honest ceiling is 1.3-1.7× for fluent users
- Akamai/SOASTA (2017, ~10B visits): 100ms delay = -2.4% desktop / -7.1% smartphone conversions; 2s delay = -36.5% desktop / -26.2% mobile
- Albion Building Consultant Inc. — $1,018,750 fine December 15, 2025; 124 charges, 39 homes; largest HCRA enforcement case to date
- Andy Matuschak: evergreen notes — atomic, concept-oriented, densely linked, accreting over time
- Angi (NASDAQ: ANGI) revenue: $1.76B (2022, +9%), $1.36B (2023, -23.0%), $1.19B (2024, -12.8%) per SEC filings
- Angi BBB complaints: 1,800+ in recent years; class actions alleging deceptive billing and lead misrepresentation
- Angi Form 8-K, Jan 7 2026: ~350 employee workforce reduction (12.5% of ~2,800), $70M–$80M expected annual savings
- Angi Inc. financials: FY2025 revenue $1,030.5M (down ~13% YoY for 2nd straight year); Q1 2026 Network Revenue collapsed 56% YoY on "homeowner choice" implementation
- Angi Inc. Q3 2025 — Average Monthly Active Pros 131,000 (−17% YoY); 5.9% TTM monthly churn; Q1 2024 revenue −14% YoY
- Anubiz Host: Elementor adds 500KB+ of CSS/JS to every page; simple pages can have 2000+ DOM elements
- APB SORCI 2024 — 48.7% of builders rely on referrals for >50% of sales; 41.1% need 1–50 paid leads to close one contract
- Astro 6 went stable in March 2026; removes legacy APIs (getEntryBySlug, getDataEntryById, Astro.glob, Astro.canonicalURL)
- Astro Content Collections (stable since 2.0, modernized in Content Layer API late 2024): Zod-validated frontmatter, build-time TypeScript types
- Astro on Cloudflare Pages: ~$0/month vs Next.js SSR ~$20-200/month (Bobes 2026 benchmark)
- Astro vs Next.js (eastondev benchmark, Dec 2025): ~40% faster, ~90% less JS for static content
- ATTOM Data: 500M+ real estate/loan transactions, 2,690+ counties, 20-step Enterprise Data Management Program
- Aubrey Yung: "audience captures relevance; areaServed captures coverage"
- Audit-gap problem — visual badge similarity collapses Spence pooling equilibrium; sophisticated buyers discount badge category and ask for underlying audit
- Auditor General 2025 report on HCRA: 99%+ approval rate (including 2,026 of 2,042 who failed credit), 1,526 complaint backlog, 419-day avg close
- B&J — build performance (v2, Turbopack, verified 2026-05-24)
- B&J — database state (v2, verified 2026-05-24) — marketing site is materially read-only
- B&J — deploy frequency and commit cadence (v2, verified 2026-05-24)
- B&J — five structural craft signals worth surfacing in case-study narrative (v2)
- B&J — image and asset inventory (v2, verified 2026-05-24)
- B&J — JSON-LD schema deployment VERIFIED (v2) — supersedes the "biggest technical gap" claim in v1
- B&J — known unknowns that need a human conversation or a tool query before publication
- B&J — Lighthouse status (v2): NOT measurable from production host; needs a desktop DevTools session
- B&J — lubricants module shape (v2): 81 records in a TS module, deliberately lift-and-shift-ready for the Manifold swap
- B&J — repo and codebase facts (v2, verified 2026-05-24)
- B&J — service uptime, memory footprint, and tunnel reachability (v2, verified 2026-05-24)
- B&J — source documents in the project knowledge base (so the KB knows what is and is not ingested here)
- B&J — what was hard (for the "what surprised us" section)
- B&J architectural decision: custom platform vs Manage Petro / PDI / Cargas — why custom won
- B&J architectural decisions worth surfacing in case-study narrative — eight, ranked
- B&J case study — critical overclaim guards (READ BEFORE WRITING)
- B&J case study — suggested narrative angles, ranked, with a recommended hybrid lead
- B&J case study — visual assets needed, confidentiality unknowns, method appendix
- B&J content quality — what the pre-launch audit explicitly called out as strong
- B&J CRM platform — PLANNED stack (not yet built)
- B&J customer profile — legal entity, sub-brands, verticals, geography, sites, leadership
- B&J data model — first-class entities, including TANKS (the most quotable architecture decision)
- B&J engagement — active workstreams, status, and Candid services rendered
- B&J KPI candidates — every defensible metric, with source and confidence
- B&J live site inventory — page count, IA, what is planned (headline KPI: ~50 pages live vs ~6 before)
- B&J marketing site stack (`bj-next`, dev URL `bjweb.candidcreative.ca`) — VERIFIED LIVE STACK
- B&J positioning — "walk with quiet confidence" (editorial discipline, NOT a public tagline)
- B&J quotes — what is available verbatim, what still needs to be gathered
- B&J roadmap — what is next (Phase 2 marketing site, CRM phases 1-3, Manifold Phase 3)
- B&J technical SEO posture — old vs new, with explicit gaps to close pre-launch
- BBB 2022: General Contractor was the 3rd-highest US inquiry category — 4,084 complaints, ~53% "unable to pursue" / "not settled"
- BBB Canada 2022 Scamtracker Risk Report (n=1,297): home improvement ranked #1 riskiest scam in Canada; 78.8% susceptibility; $1,900 CAD median loss (+187% YoY)
- BBC Editorial Guidelines §3.2.2: "All BBC output...must be well sourced, based on sound evidence, thoroughly tested"
- BBC: lost 10% of users for every additional second the site took to load
- BDO USA: mirrors Crowe — /industries/<slug>/ pattern with separate /services/ namespace
- Berger & Heath 2007 (JCR) — identity-signaling; consumers avoid choices of dissimilar others; non-peer cases actively de-persuade
- Best of Houzz badges — ~3% of 2.5M pros win annually; gating is user engagement on Houzz platform, not third-party audit; low-cost signal
- BILD Awards (GTA) + OHBA AoD 2024–2025: 2024 OHBA AoD 560+ entries / 49 categories → 2025 "over 400 submissions" / 50 categories — drop mirrors market downturn
- BILD GTA: formed 2008 from GTHBA + UDI/Ontario merger, "more than 1,000 member companies," threatened in 2023 to leave OHBA over a "one-voice" operating model dispute
- Bird-in-hand sales architecture — start from GC's existing assets, propose bounded incremental improvements; NOT strategic reinvention
- BlackRock marks down Automattic shares 67.4% to $27.74 (June 30, 2025) — financial signal of dispute cost
- Boucher & Jones — case-study source material, v2 (technical facts, 2026-05-24)
- Boucher & Jones Fuels — case-study source material, v1 (parent index)
- Boucher & Jones IA recommendation: Pattern A + hub-and-spoke, NOT enterprise matrix
- Bounded-loss vs implicit-loss frame — implicit ("you'll fall behind") fails; bounded ("max exposure $X, kill points at month 2 and 4") works
- Breakthrough Academy (BTA) — Vancouver-HQ, founded 2015; "Contractor Growth Method"; 600+ contractor companies (~30% Canadian / 70% US); Contractor Evolution podcast
- Breakthrough Academy (Vancouver) — 70% U.S. / 30% Canadian members; self-reported −22 hrs/week, +69% net profit year one
- Briarwood Development Group — largest Discipline Committee case ($32M+) DISMISSED in 2025; credibility hit for HCRA discipline track
- Bricks Builder produces the cleanest output of the WordPress visual builders; recommend it only when client absolutely cannot work in Gutenberg
- Bricks Builder retired $199 unlimited-sites lifetime license in January 2024
- Bricks CVE-2024-25600: unauthenticated RCE (CVSS 10) — exploited in the wild ~24 hours after patch release
- BrightEdge (Feb 2026): AI Overviews now appear on 48% of tracked queries, up from ~30% a year prior
- BrightLocal Local Consumer Review Survey 2026 (n=1,002 US adults via SurveyMonkey): average of 6 review sources used; 97% read reviews online; 45% use ChatGPT/AI for local recommendations (up from 6% in 2025)
- Brokers in Ontario trades — three roles span structural holes: supplier outside sales reps, specialist subs, peer-coach implementers
- Brown, Imai, Vieider, Camerer (JEL 2024) — meta-analysis of 607 loss-aversion estimates; mean λ = 1.955, CI [1.820, 2.102]
- BuildBook (citing WOMMA): 65% of new home-services business comes from referrals; 92% of consumers trust referrals from people they know
- BuildBook survey: 81% of homeowners said good contractor communication was vital to project success
- Builder-website HCRA disclosure audit (May 2026): of 10 fully-rendered homepages, Activa/Fusion/Reid's Heritage display licence numbers; Minto/Brookfield/Madison do not on homepage; none link to the OBD
- Buildern Residential Construction Marketing Report 2026 — residential builder marketing spend is 1.8–3.2% of revenue
- BuildForce Canada 2024 — Ontario construction employment −17,900 (−3.1%) YoY; housing starts −18% YTD Nov 2024; sector $56.6B / 6.4% of Ontario GDP
- Burt 1992 (Structural Holes) / 2004 (AJS) — brokers spanning holes between groups capture information-arbitrage advantage
- Busenitz & Barney 1997 (JBV) — entrepreneurs score significantly higher than corporate managers on overconfidence and representativeness
- Camerer & Lovallo 1999 (AER) — "reference-group neglect"; entrants over-enter when ranking depends on skill, lose money in most rounds
- Canada Energy Regulator: pipeline throughput/capacity/tolls + Market Snapshots, all under OGL-Canada
- Canadian Bill C-15 (tabled Nov 4, 2025) — proposes data-mobility framework for federal PIPEDA
- Canadian privacy 2026: PIPEDA still governs; Bill C-27 died on the Order Paper Jan 6, 2025 — no fines, only findings
- Canadians for Properly Built Homes (CPBH) led by Dr. Karen Somerville — Tarion's most consistent critic since 2004; positions on monopoly, conciliation, NDA-bound mediation, LAT, caps
- Canadians for Properly Built Homes (CPBH): industry self-regulation in residential construction has inherent conflicts of interest
- Candid Creative page-builder transition roadmap: 4 stages over 12 months
- Candid field research May 2026: n=25 KW-region GC websites — five recurring failure patterns
- Candid migration pricing bands 2026: $3.5-7K brochure / $8-18K 50-page+100-post / $20-45K 200-page content-heavy; ACF/Elementor/WooCommerce multipliers
- CANDID REFERENCE: "what to source" checklist — Must / Should / Doesn't need
- CANDID REFERENCE: 7-label confidence taxonomy — Verified / Industry-consensus / Single-source / Estimated / Author's view / Contested / Stale
- CANDID REFERENCE: 8-pattern citation library — inline links, hover footnotes, end-of-section, archive pairs, schema
- CANDID REFERENCE: 9-step link-rot mitigation plan — archive on capture, verbatim quote, persistent IDs, quarterly check
- CANDID REFERENCE: how the 15-brief foundation roadmap connects — the throughline from strategic frame to editorial layer
- CANDID REFERENCE: retraction/correction playbook — 4 magnitudes from typo to fundamental retraction (adapted from COPE)
- Carfax: from 10,000 records faxed in 1986 to 35B+ records across 151,000+ sources — sold to S&P Global Mobility 2022
- Casey Newton / Platformer retreat from daily cadence (April 2026): "More scoops, less aggregation and analysis" — AI commoditizes daily synthesis
- CFIB / Sage / Payworks 2025: only 10% of Canadian SMBs have digital tools fully integrated; $1.60 ROI per dollar invested
- CHBA "Renovate Right. Renovate Now. RenoMark." Renovation Month campaign — October 2025
- CHBA Code of Ethics: five Statement of Business Values (Integrity, Professionalism, Responsibility, Community, Leadership); Code for Disciplinary Action governs complaints; NO public register of outcomes at any tier
- CHBA councils: Canadian Renovators' Council (CRC), Net Zero Council (2014), Modular Construction Council (2017), Urban Council, Executive Officers' Council, Past Presidents' Advisory
- CHBA flagship publications: quarterly Housing Market Index (HMI), Renovation Market Index (RMI), annual Home Buyer Preference Survey (Avid Ratings, 18,000+ buyers in 2024), Vividata Renovation Reports
- CHBA Home Buyer Preference Survey 2024: 18,000+ Canadian buyers across 6 provinces; aging-in-place + secondary-suite demand
- CHBA Housing Market Index Q4 2025 — Ontario single-family 10.4, multi-family 2.5; 38% of builders laid off workers; ~3 years of negative sentiment
- CHBA National Awards for Housing Excellence 2025–2026: 48 categories / 1,000+ entries (2025 record) → 49 categories / 900 entries (2026); ~300 judges; three best-overall trophies (Design / Renovation / Marketing Excellence)
- CHBA Renovation Market Index inaugural release (Mar 11 2026): H2 2025 RMI = 48.3/100, Future Conditions = 35.2, >70% of renovators concerned about 2026
- CHBA scale: 1,200+ RenoMark members (2023, possibly stale); ~8,500 CHBA member firms across Canada (October 2025)
- CHBA: Canadian residential renovation/maintenance/repair sector = $105.5B nominal spend in 2023, ~526,000 jobs, $36.9B wages
- CHBA: founded 1943, ~8,500 member firms today, 10 provincial + ~80 local associations, CEO Kevin Lee since 2013
- Cherre: property knowledge graph powering management of $3.3T AUM globally
- Chrome Aurora team: Google Tag Manager with 18 tags increases Total Blocking Time ~20×
- Cialdini six principles, audited for the loss-averse trades buyer — reciprocity, commitment, social proof, authority, liking work; scarcity backfires
- Clarification: the SEJ 892-migration study explicitly measures domain-to-domain moves, NOT same-domain CMS swaps
- Clever Real Estate 2024 contractor-choice survey (n=1,000 US homeowners, Aug 14–16 2024): reputation 25%, experience 23%, cost 19%, recommendations 13%, availability 11%
- Clio Legal Trends: AI adoption among legal professionals jumped 19% (2023) → 79% (2024) → 93% mid-sized firms (2025); 64% mid-sized offer flat-fee
- Cloudflare acquired The Astro Technology Company on January 16, 2026 — strategic alignment for Candid's default stack
- CMS workflow decision matrix — Sanity/Storyblok (weekly editors, visual preview); Keystatic (monthly, technical-adjacent); Markdown-in-Git (engineers only)
- Coalition Tech "Client ABC" BigCommerce migration: 28,000 → 13,400 ranking keywords in 10 months
- Cockburn, Machinery of Dominance (Pluto 1985) and Brothers (1983) — "skill is a sex/gender weapon"; technical competence is gender-coded male
- Condo common-elements warranty — condo corporation files claims; performance audit in year 1 by board-retained engineer can itself be the warranty form
- Condo deposit protection — held in trust under Condominium Act s.81; Tarion backs up $20K if trust fails
- Construction-management credential comparison: Gold Seal vs PMP vs CCM vs P.Eng. vs CET vs LEED AP vs Red Seal — issuer, recognition, time, cost
- Content extraction decision tree — WP REST API default, WXR XML fallback, direct DB only for hidden postmeta
- Contentsquare 2023 (n=997 customer sites): Good INP retail users converted 2.5% vs 2.0% for Poor (25% relative lift); +45% on desktop
- Contractor coaching ↔ marketing receptivity correlation — three plausible causal interpretations, data does not distinguish
- Contractor cost per booked customer through Angi can exceed $2,500 (Contractor Marketing Pros)
- Contractor owned-trust-signal stack: HCRA / Tarion / RenoMark / WRHBA / OHBA / CHBA / COR / WSIB / Gold Seal / insurance / ENERGY STAR / Net-Zero / LEED AP / GuildQuality / Google Business Profile — verifiable, portable, free-or-low-cost — HomeStars cannot replicate any of these
- Contractor trust signals compared: RenoMark vs BBB, HomeStars, Houzz, GuildQuality, Google reviews, BILD/OHBA/CHBA awards, Tarion/HCRA
- Cooper, Woo, Dunkelberg 1988 (JBV) — 2,994 entrepreneurs; 81% rated odds of success 7+/10; 33% rated 10/10 vs ~50% 5-year base-rate failure
- COPE Retraction Guidelines (Aug 2025): "The purpose of retraction is to correct the literature and ensure its integrity, not to punish the authors"
- Core Web Vitals is a tiebreaker-class Google ranking factor, not a heavy lever — independent studies (Perficient, AWR, Backlinko) corroborate
- COR™ certification (IHSA-administered in Ontario) is required for City of Toronto, Metrolinx, Infrastructure Ontario, TTC bids
- Counter-argument: a $200/mo managed platform buys you a larger security team than most agencies have
- Counter-example: well-planned migrations can produce 3-5× traffic gains (BrightEdge / Numen case studies)
- Crawford "the building stands, the car runs, the lights are on" — marketing's probabilistic outputs violate the GC's calibrated expectations
- Crawford, Shop Class as Soulcraft (Penguin 2009) — "cognitive richness of the skilled trades" and the chattering-interpretation problem
- CRM project failure rate: 47% (Forrester) to 50% (Gartner) to 55% (Johnny Grow 2025) to 70% (industry aggregators)
- Cross-document View Transitions are Limited Availability — Chrome/Edge 126+, Safari 18.2+, Firefox not yet shipped
- Crowe LLP: cleanest /industries/<slug>/ URL pattern in the sample (Audit/Tax/Advisory/Consulting × industries)
- Cunningham Review (2016-2017) recommended separating Ontario's home-warranty regulator from the insurer — the origin of HCRA
- Cunningham Review (2017) recommended multi-provider warranty insurance and mandatory owner-built warranty — Ontario adopted the HCRA split but kept Tarion as sole administrator
- Dan Taylor (SE Land, Jan 13 2026, n=107,352): CWV is a gate for AI citation, not a growth lever
- Darby & Karni (J Law Econ 1973) — "credence good": quality consumers never discover even after consumption
- Deloitte/Google "Milliseconds Make Millions" (2020): 0.1s improvement → 8.4% retail conversion lift, 10.1% travel
- Dentons: explicit Industries × Practices matrix at /find-your-dentons-team/ — "organized around your business agenda"
- Design-build / custom-residential leading edge — $1M+ buyer pays for design, which is itself a credence good
- Devon Zuegel: epistemic-status labels are "a hack in order to publish half-baked ideas I'd otherwise not feel comfortable sharing"
- Diátaxis (Daniele Procida): four documentation types — tutorials, how-to, reference, explanation
- Digital Applied 5K-site audit (Apr 2026): only 22% of schema implementations pass Google Rich Results Test (r=+0.34 with AI citation)
- Directory platforms (Angi, HomeStars, Houzz) rent the customer relationship — the cleanest "rented vs. owned" pitch
- Divi 4 stored content as proprietary [et_pb_*] shortcodes — orphan text on theme deactivation (Divi 5 fixes this)
- Divi 5 official release Feb 26, 2026; Divi 4 → 5 is one-way migration; rollback gets harder over time
- Doctorow: "enshittification" — the three-phase decay pattern of platforms (Word of the Year 2023 + 2024)
- Doctorow's prescription: "right of exit" requires interoperability, not just open source
- DOJ Interim Final Rule 2026-07663: ADA Title II compliance dates extended to Apr 26 2027 / Apr 26 2028
- Doney & Cannon 1997 (JoM) — B2B trust; salesperson trust acts only indirectly through firm trust; past performance does selection work
- Down & Reveley (Organization 2004) — small-firm owner-operators construct identity through the trade, not through the firm
- Drupal 7 EOL January 5, 2025 — ~291,386 sites still on D7 in Sept 2024; migration is effectively a rebuild
- Dulleck, Kerschbamer, Sutter 2011 (AER) — credence-goods lab experiment; "liability has crucial effect, verifiability minor, reputation little influence"
- E.H. Wolf & Sons: closest direct B&J analog — "Industries We Serve" + 16 flat-root vertical pages
- ECCC/MSC Open Data: free anonymous access to weather/climate/water via OGC-compliant GeoMet APIs
- Edelman 2025 Trust Barometer (n=33,000, 28 countries): 7 in 10 believe government/business/journalists deliberately mislead them
- Elementor 3.24.1 (August 2024): widespread reports of broken sites + entire designs lost in update
- Elementor 3.26 (late 2024): removed legacy Schemes API + enabled Element Caching by default — risky for shortcode-dependent themes
- Elementor does not generate schema markup by default — Schema Pilot: "None of the layouts or widgets add structured data"
- Elementor GitHub Issue #11779 (open): "Elementor is not fully compliant out of the box and breaks many accessibility rules"
- Elementor own admission: Flexbox Containers ship 40% less HTML output than sections/columns
- Elementor Pro Nov 2023: removed ACF/Pods integration from Essential plan for new customers
- Elementor sites show pre-optimization median mobile LCP of 3.8–5.2s — well above Google's 2.5s threshold
- Elementor: no built-in "deactivate but retain content" option — open feature request since 2018
- EOS Worldwide — "Over 200,000 businesses around the world"; 800-1000+ implementers; Traction (Wickman 2007/2011); heavy Ontario contractor adoption >$3M revenue
- Epcon citing NAHB/SBA: ~5% of gross projected revenue to maintain awareness, 10% if growing market share
- EU Data Act (Regulation 2023/2854): SaaS switching procedures effective Sept 2025; switching fees abolished by Sept 2027
- European Accessibility Act enforcement began June 28, 2025 — penalties up to €100k (Germany), 4-5% revenue (France/Italy)
- Events as trust-witnessing infrastructure — HBA dinners / awards nights are public ratification venues; measure share-of-voice, not leads-attributed
- Expectation transfer + retention by tie strength — strong-tie referrals carry expectation specificity + active social-enrichment retention; weak-tie referrals churn at near-baseline rates
- Extractability: a quotable paragraph leads with the answer, is 40-60 words, lives under semantic HTML, and names entities concretely
- Fastenal: NO /industries/ IA at all — product+service-first nav. The steel-manned alternative.
- Feature-parity replacements for common WordPress plugins (forms, SEO, search, comments, commerce, membership, newsletter, analytics)
- Field survey (May 2026): the /for-<audience>/ URL pattern was observed on ZERO of 8 multi-vertical service sites
- FlightAware: FAA + 45-country ANSP feeds + 30,000+ user-hosted ADS-B receivers + Aireon — the crowdsourced moat
- For sub-100k pageviews/mo SMB sites, Cloudflare Pages + Workers is default; flip only when Postgres connection pooling or existing Vercel contract
- Formstack 2014: multi-step forms 13.9% vs 4.5% single-step (n=450k+ accounts) — directional, not RCT
- Forrester 2021 B2B Buying Study (n=950+): buying interactions during evaluation rose from 17 to 27 during the pandemic
- Forrester State of Business Buying 2024 — avg B2B purchase involves 13 stakeholders; 89% of decisions cross multiple departments; Amy Hayes named lead
- Forrester State of Business Buying, 2026: typical B2B buying decision involves 13 internal stakeholders + 9 external influencers
- Fourfold pattern of risk preferences — the cognitive signature observed in GC sales conversations
- Frederick, Loewenstein, O'Donoghue 2002 (JEL) — hyperbolic / quasi-hyperbolic discounting; discount rates decline with horizon; gains discounted more steeply than losses
- FTC (Jan 3, 2025): accessiBe ordered to pay $1M for deceptive claims its AI overlay could make sites WCAG-compliant
- FTC reasonable-basis doctrine: advertisers must possess "the amount and type of substantiation the ad actually communicates"
- FTC v HomeAdvisor (Jan 2023) — up to $7.2M order; $3M+ refunded to 110,000+ contractors by Nov 2023
- FTC v. HomeAdvisor (Angi) settlement: $7.2M for redress, deceptive lead-marketing prohibition, final order April 2023; 110,372 refund checks to service providers from Nov 2023; Competition Bureau Canada has NOT taken parallel action
- Gartner CMO Spend Survey 2024 & 2025 — marketing budgets averaged 7.7% of revenue (down from 11% pre-pandemic); 59% of CMOs report insufficient budget in 2025
- Gartner: 77% of B2B buyers say their latest purchase was "very complex or difficult" (CSO Update 2019)
- Gartner: B2B buyers complete "six buying jobs" in non-linear "looping" order
- Gartner: real B2B buying journey looks "like a big bowl of spaghetti" (pull quote)
- GC buying-group composition by revenue tier (Candid synthesis for SMB application of [[forrester-state-business-buying-2026-13-and-9]])
- GC cognitive default is pattern-matched stories, not ROI spreadsheets — implication for pitch structure
- GC fears about their own digital presence — negative reviews, photo theft, lead-form spam, pricing transparency
- GC King Bond GP Inc. — $16M in AMPs for 76 Code of Ethics breaches (July 2024); $1.1M reimbursed; receivership June 2025
- GC objection-handling map — six common objections and evidence-backed responses
- GC owner's spouse is a primary buyer in majority of $1M–$10M residential firms, not a gatekeeper — often the first-mover on marketing adoption
- GC-side distrust of clients (often missed) — scope creep, payment delays, decision paralysis, designer-vs-owner conflicts
- GCs do not have a lead problem — they have a referral-dependence problem (the 65% comfort and trap)
- GDPR Article 20: portability is narrow — only user-provided data, only under consent/contract, excludes derived data
- GDS: GOV.UK Design System pages download 2x faster than non-system pages with half the code
- GeneratePress official: "You cannot convert Elementor's code to the code required by the Block Editor"
- GEO finding: Cite Sources lifts visibility +28%
- GEO finding: Keyword stuffing is the only tested tactic that hurts AI visibility (-8% to -10%)
- GEO finding: Lower-ranked pages (organic rank ~5) gain 115.1% AI visibility when given GEO treatments
- GEO finding: Quotation Addition is the top-performing tactic at +41% on Position-Adjusted Word Count
- GEO finding: Statistics Addition is the #2 tactic at +31%
- Gold Seal 2026 fee schedule (effective Jan 1, 2026): ~$755 all-in for a GSC (enrollment $490 + GSC application $115 + exam $150, all + tax)
- Gold Seal accreditation rule (effective June 1, 2024): only Gold Seal accredited courses count toward GSC and P.GSC applications (safety training exempt)
- Gold Seal adoption at major Ontario GCs: PCL CEO Chris Gower + COO Todd Craigen are GSC; EllisDon postings list "PMP or Gold Seal" preferred; Aecon/Bird/Maple Reinders/Pomerleau/Chandos/Graham/EBC on Gold Seal Employer roster
- Gold Seal Employer program is a separate, paid marketing tier — NOT the same as having GSC-holding staff
- Gold Seal equivalencies: MCIOB, NCSO, PQS, CEC accepted as equivalencies — PMP, CET, P.Eng., LEED AP, Red Seal NOT accepted
- Gold Seal exam: multiple-choice online, 150–180 questions, 3–3.5 hours, 70% pass mark, 4 sittings/year (Mar/Jun/Sep/Nov), unlimited rewrites at $150 each
- Gold Seal Foreperson credits: CCA materials conflict (75 in older guide, 100 in current accreditation-program page) — verify with CCA before publishing
- Gold Seal governance: CCA owns and administers nationally; Ontario partners (OGCA, TCA/TCIC, OCA, GVCA, HHCA, ORBA, LDCA) deliver training and promote
- Gold Seal GSC requirements: 100 credits (50 experience + 25 accredited education + 25 either) + 5 years experience (3 in Canada); Part 9 residential excluded
- Gold Seal ladder: GSI → GSC → P.GSC are the only current designations. "GSP" is NOT a current CCA designation — treat as a misnomer
- Gold Seal origin: launched 1991 by the Canadian Construction Association to create a national, portable construction-management credential
- Gold Seal scale: "over 11,000" national graduates (up from 5,600 in 2006); Ontario subtotal not CCA-published, estimated 3,500–4,500 via employment-share extrapolation
- Gold Seal six designations: Estimator, Foreperson, Owner's Construction Manager, Project Manager, Safety Practitioner, Superintendent
- Gold Seal structural critique: no published outcome data, governed by trade association (not regulator), unlimited rewrites and 70% pass mark = industry credential not regulator licensure
- Goldstein, Cialdini, Griskevicius 2008 (JCR) — provincial descriptive norms ("guests in this room") outperform general descriptive norms; reference-group proximity matters
- Google (May 2026): "Structured data isn't required for generative AI search"
- Google neural-net (Think with Google, 2018): mobile load 1→3s = +32% bounce probability; 1→5s = +90%; 1→10s = +123%
- Google retired ClaimReview rich results in June 2025; schema persists for non-Google AI ingestion
- Google Search Central (May 15, 2026): "Optimizing for generative AI is still SEO"
- Google Search Central: faceted navigation creates combinatorial duplicate URLs; not search-friendly by default
- Google WebP Compression Study: WebP is 25-34% smaller than JPEG at equivalent SSIM (avg ~30%)
- Google Workspace: cannot transfer file ownership to external accounts; client separation requires IMAP+DNS migration
- Granovetter 1983 (Sociological Theory) — weak-ties claim walked back; strong ties carry relational guarantees weak ties cannot, esp. for trust under uncertainty
- Guildmaster Awards (GuildQuality) — audit-verified survey signal; ≥90% LTR vs ~70% industry average; 20 responses min; disqualification for omitting customers
- HBA award stack progression: local (WRHBA SAM / BILD Awards / GOHBA Design Awards / WEHBA AoD) → provincial (OHBA Awards of Distinction, 49–50 categories) → national (CHBA National Awards for Housing Excellence, 48–49 categories)
- HBA federation structure: three tiers (local → provincial → national), automatic membership at all three, bundled dues paid once to the local HBA
- HBA logo consumer recognition: NO published Canadian data on awareness or trust impact — CHBA asserts "consumer research shows" but publishes no percentage (verified gap)
- HBA membership dues: not publicly posted at CHBA, OHBA, or WRHBA — prospective members must request a quote (verified by absence)
- HCRA administrative monetary penalties (AMPs) proclaimed February 1, 2023 — $5K-$50K base range per contravention
- HCRA Code of Ethics (O. Reg. 245/21) in force July 1, 2021 — Discipline Committee max fines $50K individual / $100K corporation
- HCRA fee schedule 2026: $3,525 new standalone licence; $715 renewal; $170/unit + HST regulatory oversight fee per Tarion-enrolled home
- HCRA launched February 1, 2021 as Ontario's new-home builder regulator; 7,232 licensees at March 31, 2025
- HCRA licence renewal — 12-month expiry, 60-day reminder, 30-day deadline; fast-track grew from 8.4% (2021-22) to 39% (2024-25)
- HCRA licensing requirements: technical competency, financial responsibility, conduct history, honest disclosure, licensing interview
- HCRA mandatory display rule: licensed Ontario new home builders/vendors must prominently display the HCRA license at the principal business address, on their website, and at any premises where they conduct business with the public
- HCRA Notice of Proposal / order appeals go to the Licence Appeal Tribunal within 15 calendar days; further review at Divisional Court on law
- HCRA Ontario Builder Directory is the load-bearing public discipline regime for Ontario new home builders — covers 6,500+ licensed builders, publishes conduct findings / charges / convictions
- Heath & Heath SUCCESs (Made to Stick 2007) — Simple/Concrete/Credible load-bearing; Unexpected double-edged; Stories require recognizable protagonist
- HelloSafe: "Canada's leading insurance/financial comparison platform" — built on StatCan + OSFI data
- hiQ v LinkedIn (9th Cir. Apr 2022): scraping publicly accessible data likely doesn't violate CFAA — but hiQ still settled for $500K
- HomeStars "Verified Badge" verifies criminal background + credit + HST registration + professional licensing — NOT HCRA, Tarion, COR, WSIB, project permits, or workmanship competency
- HomeStars 2026 pricing: NO public rate card; contractor-reported $200–$600/month subscription + $10–$100 per-lead fees on 12-month contracts; small biz $299/mo, large/multi-category $599/mo
- HomeStars BBB profile (Canada): pattern of fake leads, billing after cancellation, reviews held to subscription status
- HomeStars Canadian restructuring Sept 10, 2024: "significant portion" of workforce laid off; FY2025 10-K confirms transition to "more profitable self-serve platform"
- HomeStars corporate history: founded 2006 Toronto by Nancy Peterson; acquired by HomeAdvisor (IAC) Feb 2017; Peterson stepped down July 2020; Angi Inc. spun off from IAC March 31, 2025
- HomeStars edge cases — when it genuinely works (newer contractors, narrow-trade specialists, rural markets); the 6–12 month bridge strategy; survivorship-bias disclosure
- HomeStars Inc. BBB profile snapshot May 2026: D- rating, 35 unanswered complaints, 32 closed in 3 years, customer reviews 1.06/5 across 16 reviews; principal Chari Estevez, Operations Director
- HomeStars rent-vs-own evidence: when a contractor stops paying, profile reverts to "no longer with HomeStars" status, reviews remain HomeStars's property and cannot be exported to GBP or contractor site
- HomeStars September 2021 Reno Report (n=1,103, Angus Reid Forum): >98% of Canadian homeowners read reviews before making a purchasing decision
- HomeStars shared-lead mechanics: each lead routed to 3–10 competing contractors; win rate per individual contractor mathematically bounded under 20% in median case
- HomeStars.com traffic Sept 2025 (SimilarWeb): ~416,700 monthly visits, 46.21% bounce rate, 14.36% MoM decline; global rank dropped from #100,344 → #108,159 over prior 3 months — vs. own marketing claim of "over half a million homeowners monthly"
- HUB International: parallel /industries/ + /products/ with industry sub-pages where complexity warrants
- HubSpot (Pamela Vaughan): historical-optimization refresh of old posts lifts organic traffic by avg 106%
- HubSpot 2015 (n=13,500+): companies posting 16+ blog posts/month got "almost 3.5× more inbound traffic" — dated but still cited
- ICANN: listed Registrant is the legal owner of a domain — admin/technical contact is NOT ownership
- Illustration: what "modeling the actual business" means for Boucher & Jones fuel distribution (in-development, NOT delivered)
- In-group vs market reputation — for trades, in-group ("being good") dominates market ("being known"); applied translation of Rindova et al.
- IndieWeb POSSE: "Publish on Own Site, Syndicate Elsewhere" (Tantek Çelik, June 2012)
- Information Architecture: For the Web and Beyond, 4th ed. (Rosenfeld/Morville/Arango, O'Reilly 2015) — the canonical IA reference
- INP officially replaced FID as a Core Web Vital on March 12, 2024
- Inter-provincial builder regulation: Ontario (HCRA+Tarion monopoly) vs BC (BC Housing, multi-provider warranty since 1998) vs Alberta (NHBPO, licensing 2017) vs Quebec (RBQ+GCR monopoly)
- International open-data licences (2026): UK OGL v3, OECD CC BY 4.0, Eurostat, World Bank
- Jacob Hiebert (Tillsonburg) $165K+ AMP and Destination Estates Ltd. (Guelph) $5,978 AMP — unlicensed-builder enforcement pattern
- Jakob Nielsen: "Mega menus show everything at a glance, so users can see rather than try to remember"
- Joan C. Williams, White Working Class (HBR Press 2017) — the asymmetric meaning of "hard work" and the disrespect dynamic
- John Mueller on internal linking: "one of the biggest things that you can do on a website"
- John Mueller: Google does NOT penalize duplicate content for localized websites — it consolidates
- JSON-LD adoption: 41% of pages (Web Almanac 2024); 62M domains, +37% YoY (Schema App / W3Techs)
- Kahneman & Tversky prospect theory (Econometrica 1979; JRU 1992) — loss aversion ratio ~2:1; fourfold pattern; certainty effect
- KEY FINDING — Gold Seal procurement weight in Ontario: no published public-sector RFP names it as scored or mandatory; CCA itself says "voluntary, list it as an asset"
- Kim, Ferrin, Cooper, Dirks 2004 (JAP) — competence violations repair via apology; integrity violations repair via denial; opposite mechanisms
- Klein & Kahneman (American Psychologist 2009) — Conditions for Intuitive Expertise: high-validity environment + prolonged practice with rapid feedback
- Klein, Calderwood & Clinton-Cirocco (1985, ARI TR-85-46-12) — Rapid Decision Making on the Fire Ground; origin of RPD model
- Knight 1921 — risk (known probabilities) vs uncertainty (unknown distributions); construction operates in uncertainty regime
- Köszegi & Rabin 2006 (QJE) — reference-dependent preferences; the reference point is endogenous
- KW regional GC exemplars (use as reference, not prospects): Pioneer Craftsmen, Melloul-Blamey, CHART Home
- KW Tier-1 GC prospects (May 2026): Ball, Devlan, Klondike, Schnarr Legacy Craftsmen, Verdone
- Levin & Cross 2004 (Mgmt Sci) — competence- and benevolence-based trust mediate tie-strength → useful knowledge transfer; once trust is controlled for, weak ties re-emerge as valuable
- Link rot: NYT external links 1996-2019 show ~15-year half-life; 13% of "live" links no longer point to original content
- Live-preview state of the art (May 2026): Sanity Presentation most mature; Storyblok Visual Editor pioneered iframe pattern; TinaCMS only Git-based with true visual editing
- Local Logic (Montreal): 100B+ data points — "largest location dataset in real estate"
- Long-lived sites worth studying: Daring Fireball, Berkshire Hathaway, Craigslist, Pinboard, GOV.UK, Stack Overflow, Wikipedia
- Low-risk cutover pattern for same-domain CMS migration — 2-week pre-flight, DNS TTL 300s, monitor 48h, keep WP firewalled 30 days
- Lubrano, Limbo: Blue-Collar Roots, White-Collar Dreams (Wiley 2004) — "Straddler" identity and the three-times-more-words finding
- Major Structural Defect (MSD) — three-test framework (failure / function / use) defines what qualifies for year 3-7 coverage
- Managed WordPress host TTFB benchmarks (HostingStep 2025, 34 hosts, 1,960+ days of 24/7 monitoring)
- Mani, Mullainathan, Shafir, Zhao 2013 (Science) — Indian sugarcane farmers; fluid intelligence + executive control measurably higher AFTER harvest payment than before
- Manifold data platform — Candid Creative product powering embedded widgets on the B&J site
- Marketing budget benchmarks 2024–2026 — cross-industry vs construction comparison table
- Marketing services are a near-paradigmatic credence good for a GC buyer
- Marketing-engaged vs marketing-averse GC profile — five-axis comparison (generation, education, scale, spouse role, positioning)
- Marsden & Campbell 1984 (Social Forces) — closeness is the best tie-strength indicator, NOT frequency or duration
- May 2026 builder-website Tarion-disclosure audit — Tridel/Minto/Tamarack have dedicated Tarion pages; Daniels/Brookfield/Empire less explicit; cleanest pattern is per-project warranty workflow
- May 2026 psychology brief — explicit research gaps and source-quality caveats
- Mayer, Davis, Schoorman 1995 (AMR) — trust = ability + benevolence + integrity; all three required; absence of any forecloses trust
- Mediafly Feb 2022: 13 min vs 8.5 min engagement on interactive vs static — but the measurement was B2B sales decks, not marketing websites
- Meta v Bright Data (Jan 2024, N.D. Cal.): Facebook/Instagram terms don't bar logged-off scraping of public data
- Migration hidden-killers catalogue — the seven failure modes that appear in every post-mortem
- Migration objection-handling map — sourced answers to every common client fear about migrating off WordPress
- Mike Rose, The Mind at Work (Penguin 2004) — embodied cognition in skilled trades is invisible to outsiders
- Mobile Core Web Vitals reality 2025: only 48% of mobile sites and 43.44% of WordPress mobile origins pass; INP replaced FID March 12 2024; Dec 2025 Google core update increased page-experience weight; 53% of mobile visits abandoned if site takes >3 seconds (Google/DoubleClick 2016); 58% of Google searches now zero-click
- MotherDuck pricing 2026: Lite ($25/mo) removed; Business moved to $250/mo between Dec 2025 and Feb 2026
- Mueller on near-duplicate vertical/location pages: fold them into one stronger page unless each has something unique
- MuleSoft 2025 Connectivity Benchmark: organizations use 897 applications on average; only 29% are integrated
- Mullainathan & Shafir 2013 (Scarcity) — tunneling + bandwidth tax; scarcity consumes cognitive resources for executive function
- Multi-touch buyer journey for residential construction / major renovation: 4-touch sequence (discovery → validation → verification → contact); the contractor's own website is the 2nd or 3rd surface, not the 1st
- NAHB 2024 Construction Cost Survey: marketing = 0.8% of single-family sale price (down from 1.0% in 2019)
- NAHB Builders' Cost of Doing Business Study (2025 edition): avg builder revenue $11.3M; 20.7% gross margin, 8.7% net (2023)
- NAHB Cost of Constructing a Home 2024 — marketing = 0.8% of average new home sale price; builder profit 11.0%
- NAHB Cost of Doing Business 2025 (FY 2023 single-family builders) — 8.7% net margin
- NAHB Remodelers Cost of Doing Business 2026 (FY 2024) — 6.3% net margin (highest since 1996), avg revenue $2.7M
- NAHB: two-thirds of US builders generate <$1M in receipts; >60% of NAHB members build 10 or fewer units/yr (median 5)
- NARI (US) vs RenoMark (Canada): NARI has individual professional certifications with exams + 5y experience + 12 accredited companies total; RenoMark is company-level attestation
- New Home Construction Licensing Act, 2017 (S.O. 2017 c. 33 Sched. 1) — HCRA's governing statute, enacted via Bill 166
- Next.js 16 (October 2025) made Partial Prerendering production via "Cache Components" with dynamic-by-default semantics
- Next.js suffered a 10 percentage-point CWV drop when FID was replaced by INP (March 2024) — "modern stack" is not synonymous with "fast"
- NN/g mega-menu hover protocol: wait 0.5s before showing, then display within 0.1s
- NN/g: "On large screens, don't cover the entire screen when megamenus are open" (Apr 30 2023)
- NN/g: audience-based navigation "will often degrade usability" (Laubheimer, Aug 14 2022)
- NN/g: five recurring problems with role-based navigation (Laubheimer, 2022)
- NN/g: split buttons unreliable on touch (fat-finger conflicts) — use sequential menus or accordions on mobile
- NN/g: use labels with strong information scent; avoid vague verbs and conversational tone in nav (Apr 16 2023)
- No consolidated HCRA prosecution count since 2021; STOREYS reported "about a dozen builders" reprimanded as of September 2024 — single-source
- NOAA/NWS: information on NWS web servers is in the public domain — no attribution required, provided "as is"
- Numinam (2024): 11-field B2B SaaS form 0.96% → 8.1% via multi-step (+743% lift)
- O. Reg. 17/25 freehold deposit change — from April 1, 2026, buyers must notify Tarion within 45 days of signing to qualify for full coverage; tier change deferred to Jan 1, 2027
- OBD search workflow — search by legal name AND principal name; umbrellas and Phoenix applications hide history under marketing brands
- ODACC 30-day statutory compliance fell to 65% (FY23) from 75% (FY22) — adjudication cannot yet be treated as a reliable fast backstop
- ODACC five-year operating data — adjudication notices grew 32 (FY20) → 277 (FY24); ~9x increase; ~416 determinations cumulative
- ODACC FY2024 — avg claim $620,367; sectoral split (industrial $432K, residential $213K, commercial $107K, transportation $102K, public $58K)
- Office manager / controller / GM presence in a GC firm strongly predicts marketing engagement; threshold ~$2M revenue
- OGCA: ~200 member firms accounting for ~70% of all Ontario ICI projects and 100% of Alternative Finance Projects
- OGL-Canada v2.0: worldwide royalty-free perpetual licence for commercial use
- OHBA major advocacy 2022–2025: Bill 23 (More Homes Built Faster), municipal development charges, landmark 2025 AMO/OHBA joint DC modernization, HCRA fee increase pushback
- OHBA: formed 1962 with 10 locals, today "over 4,000 member companies through 28 local chapter associations" (older materials cite 27/29/31), CEO Scott Andison
- Ontario Builder Directory (obd.hcraontario.ca) — public registry showing licence status, homes built, Tarion claims, charges, convictions, discipline
- Ontario buyer trust-signal hierarchy: HCRA license (mandatory) → Tarion warranty (mandatory) → online reviews (HomeStars, Google) → HBA membership (CHBA/OHBA/local) → BBB; renovation flow adds RenoMark between HBA and reviews
- Ontario construction 2024: 16.8% hold university degree (vs 41.7% all sectors); 27.4% self-employed (vs 13.5% all)
- Ontario Construction Act Jan 1 2026 — mandatory annual release of accrued 10% holdback for contracts > 1 year
- Ontario Construction Act Jan 1 2026 — new 7-day "proper invoice" deeming rule; 28-day owner-to-contractor clock runs from deemed receipt
- Ontario Construction Act prompt-payment regime — Oct 1, 2019; Bills 216 and 60 amendments effective Jan 1, 2026
- Ontario Open Data Catalogue: 2,948 datasets under OGL-Ontario v1.0
- Ontario regulatory stack as credibility substrate — HCRA + Tarion + Construction Act + RenoMark differentiate Ontario GCs from U.S. imports
- Ontario residential-construction information ecosystem — five descriptive layers (regulators / trade assocs / suppliers / events / digital)
- Opacity-specificity tradeoff — in-group reputation is information-rich + opaque to outsiders; market reputation is transparent + information-poor
- OPC vs Brinks Home (PIPEDA Findings #2024-002, Mar 28 2024): inadequate safeguards left customer data accessible for 10 weeks
- OpenAlex (271M works) and Semantic Scholar (214M+ works) — open scholarly citation graphs at scale
- Orbit Media: average website lifespan across Inc 5000 is 2y4mo; under continuous care, 6y4mo
- OtterlyAI (Sept 2025): community platforms (Reddit, Quora) capture 52.5% of AI citations vs 47.5% brand domains
- OtterlyAI: /llms.txt sees 0.1% of AI-bot traffic — performs worse than average content page
- Our World in Data: CC-BY licensing, per-indicator JSON/CSV endpoints, full GitHub provenance
- Ownership Checklist: what an SMB must be able to walk away with at agency separation
- Palmatier, Dant, Grewal, Evans 2006 (JoM) — meta-analysis; seller expertise + similarity are strongest antecedents; word of mouth is the most consequential outcome
- Patchstack 2024: 1,614 plugins and themes removed from .org repo for unpatched security issues
- Patchstack 2024: 4,166 new vulnerabilities, 96% in plugins, 4% in themes, only 7 in core
- Patchstack 2026: 91% of new WordPress vulnerabilities are in plugins; only 6 CVEs in core
- Peer-coached contractor persona — quarterly planning cadence, dashboards, cohort-mediated vendor decisions; highest-value AND highest-risk Candid prospect
- Pinetree Developments Inc. (Mississauga) — licence revoked June 2023; first revocation explicitly tied to price-gouging
- Pinterest PWA rebuild (2017, foundational): 60% faster → +40% conversions, +40% time spent, +44% ad revenue
- Pioneer Craftsmen (Kitchener) — 70+ years, 2,700+ projects, $95K–$750K+ design-build; published 4–6% design fee; refuses free quotes
- Pioneer Craftsmen 5-Year Aftercare Excellence Program: written renovation warranty that exceeds Tarion 1-2-7 new-home baseline; positions warranty as a positioning asset that HomeStars cannot reproduce
- Pitch categories pre-emptively defeated by the GC cognitive profile — seven types this audience rejects before evaluating on merits
- Platform mobile CWV pass rates, November 2025 CrUX Tech Report (SEJ analysis, Dec 2025)
- Post-Feb 2021 split: Tarion retained warranty administration, deposit protection, Guarantee Fund, conciliation; HCRA took licensing and conduct
- Pre-Delivery Inspection (PDI) — mandatory pre-possession walkthrough; PDI Form is not a warranty claim but failure to note items makes proof harder
- Princeton GEO paper (Aggarwal et al., KDD '24) — the foundational generative engine optimization study
- Profound (Aug 2024-Jun 2025, 680M citations): only 11% domain overlap between ChatGPT and Perplexity; 13.7% between AI Overviews and AI Mode
- Pronto Marketing: Elementor FAQ Accordion + Element Caching breaks FAQPage JSON-LD ("Missing field text")
- PWSC / Professional Builder: recommended marketing spend no more than 1.5% of projected revenue, at least half digital
- Quebec Law 25 (fully in force Sept 22, 2024): data portability + fines up to C$25M / 4% of worldwide turnover
- Quebec Law 25: data portability effective Sept 22, 2024; penalties up to C$25M / 4% of worldwide turnover
- Query fan-out: Google AI Overviews issue multiple sub-queries; pages get cited across queries they never targeted
- RAG on a marketing site only pays off above ~50 pages of substantive content AND when visitor questions don't map cleanly to navigation
- Rakuten 24 (2022 A/B test): CWV optimization → +33.13% conversion rate, +53.37% revenue per visitor, -35.12% exit rate
- React Compiler 1.0 went stable October 7, 2025; battle-tested on Meta apps and fully production-ready
- Read, Song, Smit 2009 (JBV) — meta-analysis of effectuation; 9,897 new ventures; 3 of 5 principles positively associated with performance
- Red Seal endorsement — national journeyperson credential; >80% of Canadian apprentices in Red Seal trades; 4-hour multi-choice exam, 70% pass, individual not firm
- redBus (2023): INP improved ~72% on search page → +7% sales (6-7.2% CR uplift across operating countries)
- Redirect map deliverable spec — CSV of old→new URL with notes; sources are XML sitemap + Screaming Frog + GSC + Ahrefs/Semrush
- Reference framework: 10-year cost model — rebuild-every-3-years vs foundation-first (Canadian SMB, CAD)
- Reference framework: audience layering — foundation research vs public article vs marketing page (3-column comparison)
- Reference framework: Research-first workflow — 5 stages (Capture → Foundation → Synthesis → Article → Marketing page → Maintain)
- Reference framework: which website dimensions decay vs compound over 10 years (12-dimension matrix)
- Reference: 2026 performance budget — SMB marketing site (Candid default targets)
- Reference: 5 URL structure patterns for multi-vertical IA (A through E), with field-observed usage
- Reference: 8 named exemplars of research-first/docs-as-product methodology — Stripe, Twilio, Anthropic, Gwern, Matuschak, Appleton, BAM, Construction Physics
- Reference: alternative-stack recommendations by use case and budget (Candid 6-tier framework)
- Reference: compliance-grade attribution checklist by open-data source
- Reference: minimum viable data stack for a $1M-$10M Canadian service business (2026, C$100-C$500/month)
- Reference: open-data ingestion stack for a 1-3 person SMB operation (2026) — under $50/mo realistic
- Reference: operational data map by industry — what gets generated, stranded, and unlockable for 5 service verticals
- Reference: research-first cadence by operation type — 1 piece/month to bimonthly print
- Reference: research-first tooling stack 2026 — Obsidian + Git + Quartz/Astro + AI overlay (RAG)
- Reference: the 5 most common CLS killers — and the fixes
- Reference: the 5-stage Data Maturity Curve — from stranded data to data as product
- Reference: the 8 most common INP killers — ranked by observed frequency
- Reference: the 8 most common LCP killers — ranked by observed frequency
- Reference: underexploited Canadian open data by industry — highest-leverage starts for KW SMB clients
- Reference: vertical SaaS data portability comparison (ServiceTitan / Jobber / Housecall Pro / Clio / Karbon / Tekmetric)
- Reference: what page builders cost a small-business site — 10 categories ranked by long-term impact
- Reference: which IA pattern to use, by business shape (decision matrix)
- REFUTED: "March 2026 LCP tightened to 2.0s / INP elevated" — no such Google announcement exists
- RelaDyne: /products-solutions/<industry>/ namespace, ~19 verticals, multi-axis IA ("By Industry / Product / Brand / Service")
- Renault (2021): 1s LCP improvement → -14 ppt bounce rate, +13% conversions (regression analysis, multi-month, millions of sessions)
- RenoMark certification — CHBA private-sector renovation program; minimum 2-year written workmanship warranty, liability insurance, written contract, code of conduct
- RenoMark Code of Conduct — 10 points, verbatim (current as of 2026-05-24)
- RenoMark display patterns across 12 Ontario renovator sites (sampled 2026-05-24): logo almost always in footer; year + member number almost never shown; logos almost never link to profile
- RenoMark enforcement: no public dispute-resolution procedure document, no public disciplinary statistics, no public list of de-listed contractors
- RenoMark governance: policy set by CHBA's Canadian Renovators' Council (CRC); no independent appeals panel or consumer rep
- RenoMark is NOT a warranty provider, NOT an insurance scheme, NOT an arbitration tribunal — the 2-year warranty is a contractor obligation only
- RenoMark origin: launched 2001 by BILD (then GTHBA); trademark transferred from BILD-GTA to CHBA in June 2024
- RenoMark verification: 3-step online process (Code attestation + document upload + Licensing Agreement); now annual
- Research brief: Built to Last — why most SMB sites rebuild every 3-4 years (piece 5 of 15)
- Research brief: Candid Creative 2026 Build-Standards — web stack decision framework for SMB marketing sites & lightweight apps (piece 16)
- Research brief: Confidence Levels, Sources, and Dated Claims — why every statement on a credible site should be verifiable (piece 15 of 15)
- Research brief: GC Marketing & Trust — sales-positioning for $1M–$50M Ontario general contractors (May 23, 2026)
- Research brief: Gold Seal Certification — the CCA credential for Canadian construction managers, with marketing implications for Tier-2 Ontario ICI GCs (May 24, 2026)
- Research brief: HomeStars / Angi — the case against directory dependence, with the owned-trust-signal alternative for Ontario contractors (May 24, 2026)
- Research brief: Information architecture for service businesses with multiple verticals (piece 6 of 15)
- Research brief: Ontario Home Construction Regulatory Authority (HCRA) — definitive reference (May 2026)
- Research brief: Owning your stack — why agency-managed platforms cost more than they save (piece 4 of 15)
- Research brief: Page Speed as a Moat — why CWV separates the agencies from the freelancers (piece 9 of 15)
- Research brief: Public data as a private moat — building proprietary intelligence from government open data (piece 11 of 15)
- Research brief: RenoMark — the CHBA renovation contractor recognition program, with marketing implications for Ontario renovators (May 24, 2026)
- Research brief: Research Before Pages — methodology for KB-backed websites (piece 14 of 15)
- Research brief: risk aversion, loss aversion, and post-failure decision patterns in GC and trades-business decision-makers (May 2026)
- Research brief: Structured content as a competitive advantage (piece 2 of 15)
- Research brief: Tarion Warranty Corporation — definitive reference (May 2026)
- Research brief: The Canadian HBA stack — CHBA / OHBA / BILD / WRHBA federated three-tier model, with marketing implications for Ontario builders and renovators (May 24, 2026)
- Research brief: The Candid Creative WordPress Migration Playbook (piece 19)
- Research brief: The Case Against Page Builders (piece 10 of 15)
- Research brief: The Dataset is the Product — when a service business should own its data (piece 12 of 15)
- Research brief: The knowledge-base-backed website (piece 3 of 15)
- Research brief: the psychology of marketing aversion among general contractor owners (May 2026 foundation)
- Research brief: trust, referral networks, and in-group reputation in Ontario's trades economy (May 2026 — Foundation Brief #3)
- Research brief: Website Performance & Revenue — defensible evidence for KW small-business owners (piece 17)
- Research brief: What makes a marketing site do something (piece on brochure vs platform)
- Research brief: WordPress + Page Builders vs Modern Custom Stacks — sourced performance comparison (piece 18)
- Research gaps and source caveats — risk-aversion brief May 2026
- Research gaps and source caveats — trust / referral networks / in-group reputation brief (May 2026 Brief #3)
- Residential Condominium Conversion Projects (RCCPs) — Tarion covers post-2018 conversions but pre-existing elements (façade, foundation) excluded from year-1 workmanship
- Reuters Handbook of Journalism: "A named source is always preferable to an unnamed source. Anonymous sources are the weakest sources"
- Rindova, Williamson, Petkova, Sever 2005 (AMJ) — reputation is bidimensional: perceived quality ("being good") vs prominence ("being known"); prominence drove price premium
- Rozin & Royzman 2001 (PSPR) — negativity bias / negativity dominance; bad weighs more than the algebraic sum of equivalent goods
- Same-document View Transitions became Baseline Newly Available on October 14, 2025 (Firefox 144)
- Same-domain CMS migration with proper 1:1 redirects: 2-4 weeks of crawl turbulence; 4-8 weeks to full stability. The 523-day stat is domain-to-domain.
- Sarasvathy effectuation (2001, 2008) — expert entrepreneurs decide on affordable loss + bird-in-hand, NOT on expected value
- Schanbacher (SSRN 2025): FAQPage and Product schema strongly predict ChatGPT visibility (single-domain peer-reviewed)
- scheduler.yield() is Limited Availability — Chrome 129+, Edge, Firefox; Safari has not shipped. Use scheduler-polyfill.
- Schema markup for contractor sites (2026 Google guidance): GeneralContractor / HomeAndConstructionBusiness / LocalBusiness, Service per service-line, Review + AggregateRating, Person for principals, FAQPage on service pages, Project (Article subtype) on case studies
- Schema.org canonical pattern: one Service entity with audience: { type: Audience, name: ... } + areaServed
- Schema.org: Service.audience accepts Audience | PeopleAudience | BusinessAudience with audienceType as free-text
- Schmitt, Skiera, Van den Bulte 2011 (JoM) — referred customers ≥16% higher LTV than matched non-referred; retention persists, margin decays
- Seer (Sept 2025): brands cited inside AI Overviews earn 35% more organic CTR and 91% more paid CTR
- Seer Interactive (Oct 2025): 65% of AI bot hits target content under 1 year old; 89% under 3 years
- ServiceTitan IPO Dec 12, 2024: $8.9B closing cap, $685M revenue, $62B GTV, >95% gross retention, >110% NDR
- ServiceTitan: "Open Data Pledge" promises CSV export — but practitioner reports cite $24k-$39k exit contract buyouts (flag for verification)
- Shefrin & Statman 1985 (JoF) — disposition effect; narrow-framing / mental accounting of each vendor as separate account
- Shopify checkout customization rebuild: $2k–$10k per shop, 4–8 weeks for complex Scripts
- Shopify checkout.liquid sunset (Aug 2024 → Aug 2025 → June 30 2026) — unmigrated customizations will be DELETED
- Shopify Plus: ~47,130 distinct merchants on 70,696 domains (Store Leads 2026); ~31% of Shopify's MRR
- Signalling theory applied to Ontario credentials — HCRA / Tarion / Gold Seal / Guildmaster are costly; RenoMark moderate; Houzz / pay-to-play approach zero
- Simhi et al. (Technion/Oxford/Hebrew U, Feb 2025): "models can hallucinate with high certainty even when they have the correct knowledge"
- Solid project (Tim Berners-Lee) — data-pod architecture; ODI took stewardship Oct 2024
- Sophisticated GC's 5-question credential-evaluation heuristic — revocability / written threshold / liability / individual vs firm / in-group survivability
- Speculation Rules with eagerness:"moderate" is the 2026 default for instant navigation; ~82% LCP improvement in CoreDash field data
- Spence 1973 (QJE) — job-market signaling; signals work only when costlier for low-quality types to acquire than high-quality types; cost-drop collapses pooling equilibrium
- SPJ Code of Ethics (2014): "Identify sources clearly. The public is entitled to as much information as possible to judge reliability and motivations"
- Squarespace 7.1: no XML export at all. 7.0 export omits images, products, custom CSS, video, audio, drafts, non-blog pages
- Squarespace acquired Google Domains for $180M (Sept 7, 2023) — ~10M SMB domains migrated automatically
- Stanford Encyclopedia of Philosophy: every entry has permanent dated archived editions
- Stateview Homes (Vaughan) — licences suspended July 2023; charges for 453 illegal home sales across 7 entities; $349.9M in registered mortgages
- Statistics Canada Open Licence: explicitly permits "use, reproduce, publish, freely distribute, or sell value-added products"
- Stewart & Roth 2001 (JAP) — entrepreneurs higher risk propensity than managers; effect concentrated in growth-oriented founders, not lifestyle owner-operators
- Stripe docs as a first-class product — Markdoc framework, documentation in performance reviews
- Sucuri 2023: 39.1% of CMS apps outdated at point of infection (down from 50.58% in 2022)
- Suganthan: schema has three lives — index-time, training-time, query-time
- Tailwind v4 (January 2025) — Oxide engine; CSS-first @theme config; ~3.5× faster full builds, ~8× faster incrementals
- Tarion / HCRA marketing rules — builders must NOT use "Tarion Registered Builder" post-Feb 2021; must display HCRA licence; "Backed by the Tarion Warranty" is permissible
- Tarion 1-2-7 warranty in full — year-by-year coverage from possession through year 7 (workmanship, building envelope, distribution systems, MSD)
- Tarion 2019 Auditor General Special Audit (Bonnie Lysyk) — 65% of conciliations found builder at fault, 9,700 dismissed for missed deadlines (1,300 by 1 day), OHBA "disproportionate influence"
- Tarion claim forms post-May 2024 CSS reform — 40-day Initial, new Mid-Year, Year-End (with permanent 10-day grace), Second-Year, MSD
- Tarion conciliation process — 120-day builder repair, $250 homeowner deposit, $1,000/$3,000 chargeable to builder if any item warranted, 10-year OBD record
- Tarion coverage boundary — covers new homes, contract homes, RCCPs; does NOT cover renovations to existing homes or owner-built homes
- Tarion coverage caps: APS on/after July 1, 2023 — $400K freehold / $300K condo unit / $100K × units common elements to $3.5M cap; $50M project cap
- Tarion delayed closing / occupancy compensation — $7,500 cap, $150/day living expenses, $1,500 penalty for no 10-day notice
- Tarion deposit protection — freehold: $60K (≤$600K homes) or 10% to $100K (>$600K); contract homes: $40K financial-loss coverage
- Tarion dispute resolution — DRS review, independent mediation (often NDA-bound), Builder Arbitration Forum (builders only), LAT, civil court
- Tarion enrolment fees Sept 1, 2025 (Registrar Bulletin 15) — "$1,790 average payable by the vendor"; 3.1% increase on $800K homes; $250 capital-replenishment surcharge
- Tarion established 1976 under the Ontario New Home Warranties Plan Act; not-for-profit administrative authority, not a Crown agency
- Tarion Guarantee Fund — 2024 payouts >$100M (largest single year in program history); 900+ deposit claims drove the $250 capital-replenishment surcharge
- Tarion LAT appeals — 30 calendar days from Decision Letter (vs HCRA's 15 days); first hearing ~37 days, decision ~40 days post-hearing
- Tarion QFE + Enrolment Confirmation — builder must be HCRA-licensed first, then qualify and enrol each home before excavation/foundation
- Tarion warranty exclusions (ONHWPA s.13(2)) — homeowner alterations, normal wear, dampness/condensation, secondary damage, acts of God
- The "my nephew can build it" pattern — loss-aversion on the invoice + overconfidence on in-house execution as mechanistically linked
- The Climate Corporation (Bayer Crop Science since 2018): field-level overlay on NOAA + NWS + USGS + NRCS + NASA
- The Economic Times (2021): LCP 4.5s→2.5s, CLS 0.25→0.09 → -43% bounce site-wide
- The Tarion gap: Tarion warranty covers new homes by HCRA-licensed builders, NOT most renovations — RenoMark's 2-year workmanship warranty is the only standardized warranty most Ontario renovation clients will see
- Tier-1 Ontario ICI GC senior PM credential stack: typically P.Eng. or CET + PMP + Gold Seal (GSC) + a safety credential (CHSC / COR / CRSP)
- Toronto Star Tarion investigation — multi-year reporting led by Kenyon Wallace (not Robert Cribb); CBC reporting led by Laura Osman
- Trusov, Bucklin, Pauwels 2009 (JoM) — WOM elasticity on signups ≈ 0.53, roughly 20× marketing-events elasticity, 30× media-appearance elasticity
- Trust Project / Reach Plc UK: trust in The Mirror jumped 8% after adding Trust Indicators
- Tunguz: vertical SaaS median sales efficiency 0.97 vs horizontal 0.66 (n=54, 2015 — flag age)
- Tversky & Kahneman 1973 (Cognitive Psychology) — availability heuristic; why "once burned" is NOT just recency bias
- Tversky & Kahneman 1981 (Science) — "The Framing of Decisions and the Psychology of Choice"
- Tversky & Kahneman 1992 (JRU) — cumulative prospect theory; probability weighting w(p); certainty effect
- Two HBA display patterns across Ontario builder/renovator sites: Pattern A (small custom + renovation firms show HBA + RenoMark prominently in footer); Pattern B (large production builders rarely show HBA logos, lead with HCRA + Tarion)
- U.S. EIA APIv2: free registered-key access to petroleum/electricity/gas/coal/STEO/AEO data; WPSR releases 10:30 AM ET Wednesdays
- UK retailer lost ~£3.8M in first month after botched migration — IT consultants rejected redirect mapping
- US Intelligence Community: high/moderate/low confidence taxonomy (ICD 203/206, 2007 NIE Iran convention)
- UsableNet 2025: 5,000+ digital accessibility lawsuits filed; 46% of federal cases involve repeat defendants
- Van den Bulte, Bayer, Skiera, Schmitt 2018 (JMR) — referred-customer LTV decomposes into "better matching" (temporary) + "social enrichment" (persistent)
- Venture Harbour: multi-step forms up to 300% better than single-page — correctly attributed (NOT CXL/ConversionXL)
- Verizon DBIR 2025: 88% of SMB breaches involved ransomware vs 39% of enterprise; median ransom $115k
- Vermont AG Charity Clark — $100K Angi settlement Oct 13, 2025 over misleading "Certified Pro" terminology
- Vistage (45K members in 35 countries) + The Alternative Board (franchised local-board model) — generalist CEO peer-advisory, not trades-specific; both serve Ontario GCs
- Vodafone A/B test (2021): 31% LCP improvement → 8% more sales, 15% better lead-rate, 11% better cart-rate
- W3Techs (April 2026): Elementor on 18.6% of WordPress sites, 13.2% of all websites
- Walmart (2012, foundational): 100ms improvement = 1% incremental revenue; 1s improvement = 2% conversion increase
- Warm-intro hierarchy — 8 levels from cold inbound to family-equivalent referral; closest tie ≠ best referrer unless it carries domain-competent trust
- Web Almanac 2024: median desktop page weight — WordPress 2,252 KB, Wix 2,560, Squarespace 3,323; 90th pct crosses 8 MB
- Web Almanac 2024: WordPress mobile CWV pass rate jumped 28% (2023) → 40% (2024); median mobile Lighthouse Perf 38
- Web Almanac 2025: 48% mobile / 56% desktop origins pass all 3 CWV; LCP is the bottleneck
- Web Almanac 2025: median mobile page weight crossed 2,559 KB in July 2025 (+7.8% YoY)
- Webflow code export: CMS / accounts / e-commerce / localized content NOT included; forms and search don't work
- WebMCP + UCP: schema = nouns, WebMCP = verbs, UCP = wallet (Chrome 146 / Google I/O 2026)
- When NOT to migrate a client off WordPress — the honest counter-cases Candid Creative will refuse
- Where GC-client trust breaks down in the project lifecycle: quote acceptance, change orders, payment milestones, deficiency walkthroughs
- Whitespark 2026: AI Search Visibility added as a formal local ranking category for the first time
- Why in-group reputation dominates market reputation for trades — credence-good + loss-aversion + low-frequency selection compound
- Wikipedia is the #1 cited domain in Google AI Mode (11.22%); YouTube #2 at 9.51%
- Wikipedia verifiability policy: all challenged material must carry an inline citation to a reliable published source
- Wikipedia: "The threshold for inclusion is verifiability, not truth" — four claim types always need inline citations
- Wix officially: "no export is possible" — confirmed in writing as a structural property
- Women = 13.6% of Canadian construction employment 2024; 3–5% on-site; Ontario construction 86.5% male
- Wordfence 2024: 54 billion malicious requests blocked, ~325-350k sites infected on any given day
- WordPress CWV gap causal decomposition (May 2026): ~40-50% hosting/TTFB, ~20-30% page builders, ~15-20% plugins, ~5-10% core, ~5-10% theme
- WordPress market share (May 2026): 43.2% of web, 60.4% of CMS — peaked at 65.2% in 2022
- WordPress median mobile JS payload is 528 KB — smaller than Wix (1,462 KB) and Squarespace (1,314 KB), yet WordPress performs worse in the field
- WordPress page-builder market share, 2025 Web Almanac: Elementor 43% (down from 56% in 2024); Gutenberg 18% (up from ~12%); WPBakery 13%; Divi 10%
- WP Engine vs Automattic timeline (Sept 2024 → ongoing) — open-source has centralized choke points
- WPPoland: Elementor → Gutenberg rebuilds yield ~40% mobile site speed increase (multi-client benchmark)
- WRHBA member benefits: advocacy, networking, education, RenoMark eligibility, SAM Awards, plus the WRHBA Advantage Program (UPS shipping, Sarmazian Brothers flooring, Pioneer Craftsmen project credits)
- WRHBA RenoMark: 16 verified renovators, mandatory for any WRHBA renovator-category member (verified 2026-05-24)
- WRHBA SAM Awards: annual Sales and Marketing Awards of Distinction; Grand SAMs require entries in each sub-category (new home / room design / sales presentation / company imaging)
- WRHBA: 160+ member companies; members construct >90% of new residential housing units in the region
- WRHBA: registered 1946 by Braby + Hallman, "over 160 member companies," self-reported "over 90%" of new residential builds in Waterloo Region; Chair Matt Ninomiya (WalterFedy) 2025–26, CEO Marie Schroeder
- Zillow: 110M-home "living database" built on Census/ACS + 3,000 county assessors + USPS + MLS feeds
- Zittrain et al. (Harvard Law 2014): 50% of URLs in U.S. Supreme Court opinions suffer reference rot
- Zuko: multi-step forms only outperform single-page above ~7 fields; below that, neutral or worse
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