{"meta":{"title":"Candid Creative Knowledge Base","description":"Atomic, sourced, confidence-flagged research notes underpinning Candid Creative practice.","total_entries":35,"total_topics":87,"rules":0,"reference":35,"generated_at":"2026-07-02T11:26:20.006Z","api":{"full_dump":"/api/kb/all","single_entry":"/api/kb/{slug}","ui_index":"/kb","ui_entry":"/kb/{slug}","ui_topic":"/kb/topic/{topic}","ui_kind":"/kb/kind/{rule|reference|roadmap-item|decision-record}"}},"topics":[{"value":"agency-methodology","count":3},{"value":"wordpress","count":2},{"value":"tech-stack","count":2},{"value":"ai-citation","count":2},{"value":"referral-marketing","count":2},{"value":"new-site-trust-accrual","count":2},{"value":"trust-signals","count":2},{"value":"behavioral-economics","count":2},{"value":"data-infrastructure","count":2},{"value":"conversion-rate","count":2},{"value":"measurement","count":2},{"value":"page-builders","count":1},{"value":"framework-choice","count":1},{"value":"hosting-platforms","count":1},{"value":"structured-content","count":1},{"value":"serp-features","count":1},{"value":"faceted-search","count":1},{"value":"customer-retention","count":1},{"value":"digital-maturity","count":1},{"value":"cloud-infrastructure-economics","count":1},{"value":"commodity-web-parts","count":1},{"value":"bespoke-build-economics","count":1},{"value":"freshness","count":1},{"value":"ai-search-citations","count":1},{"value":"ai-mode","count":1},{"value":"llm-answer-engines","count":1},{"value":"generative-engine-optimization","count":1},{"value":"ai-overview-prevalence","count":1},{"value":"freshness-and-ai-citation","count":1},{"value":"rank-vs-citation-decoupling","count":1},{"value":"marketing-strategy","count":1},{"value":"owned-vs-rented-traffic","count":1},{"value":"data-moats","count":1},{"value":"information-asymmetry","count":1},{"value":"alternative-data-scoring","count":1},{"value":"visitor-first-impression-psychology","count":1},{"value":"customer-facing-tools","count":1},{"value":"self-service-adoption","count":1},{"value":"self-service-customer-preference","count":1},{"value":"self-service-findability-failure","count":1},{"value":"crawl-and-discovery","count":1},{"value":"index-selection-canonical","count":1},{"value":"mobile-first-indexing","count":1},{"value":"indexing-failure-tail","count":1},{"value":"lead-gen-directories","count":1},{"value":"seo-j-curve-ramp","count":1},{"value":"security-vulnerabilities","count":1},{"value":"accessibility","count":1},{"value":"longevity-architecture","count":1},{"value":"migration-mechanics","count":1},{"value":"redirect-mapping","count":1},{"value":"signalling-theory","count":1},{"value":"gc-vertical","count":1},{"value":"psychology-aversion","count":1},{"value":"credence-goods","count":1},{"value":"platform-lock-in","count":1},{"value":"data-portability","count":1},{"value":"domain-registration","count":1},{"value":"open-data","count":1},{"value":"knowledge-base","count":1},{"value":"information-architecture","count":1},{"value":"navigation-design","count":1},{"value":"editorial-discipline","count":1},{"value":"citation-practices","count":1},{"value":"core-web-vitals","count":1},{"value":"performance-engineering","count":1},{"value":"geo","count":1},{"value":"aeo","count":1},{"value":"seo-leading-lagging-ladder","count":1},{"value":"gsc-vs-ga4-layers","count":1},{"value":"forms-conversion","count":1},{"value":"cro-test-base-rates","count":1},{"value":"owner-launch-wait-psychology","count":1},{"value":"schema-org","count":1},{"value":"technical-seo-standards","count":1},{"value":"structured-data-mechanics","count":1},{"value":"technical-build-gates","count":1},{"value":"data-pipeline-maintenance","count":1},{"value":"open-data-licensing","count":1},{"value":"accuracy-risk-published-data","count":1},{"value":"client-portals","count":1},{"value":"dashboards","count":1},{"value":"bi-tools-landscape","count":1},{"value":"embedded-analytics","count":1},{"value":"interactive-tool-mechanisms","count":1},{"value":"decision-linked-metrics","count":1},{"value":"vanity-vs-misleading-metrics","count":1}],"entries":[{"id":1203,"slug":"wordpress-page-builders","title":"WordPress page builders (Elementor, Divi, Bricks)","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["wordpress","tech-stack","page-builders"],"updated_at":"2026-06-25T21:37:56.919Z","snippet":"## Overview\n\nWordPress page builders are visual drag-and-drop editors that sit on top of (or in place of) WordPress's native block editor (Gutenberg). The dominant commercial builders in 2026 are Elem","word_count":5178},{"id":1187,"slug":"default-web-stack","title":"Default web stack (Astro on Cloudflare)","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["tech-stack","framework-choice","hosting-platforms"],"updated_at":"2026-06-25T21:37:56.900Z","snippet":"## Overview\n\nThe documented default web stack for new marketing-site, knowledge-base, docs-site, and local-service-business engagements in 2026 is **Astro 5/6 + Tailwind v4 deployed on Cloudflare Page","word_count":5795},{"id":2473,"slug":"faceted-search-and-structured-content-for-smb-sites","title":"Faceted search and structured content for small-business sites","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["structured-content","serp-features","faceted-search"],"updated_at":"2026-06-25T21:20:52.767Z","snippet":"# Faceted search and structured content for small-business sites\n\nFaceted search is a navigation pattern that lets a visitor narrow a collection of items by filtering across multiple independent attri","word_count":4216},{"id":2471,"slug":"digital-maturity-and-customer-retention-for-smbs","title":"Digital maturity and customer retention for small businesses","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["customer-retention","digital-maturity"],"updated_at":"2026-06-25T21:20:52.762Z","snippet":"# Digital maturity and customer retention for small businesses\n\n**Digital maturity** is the degree to which a business has integrated digital technologies, data, and the management capabilities requir","word_count":3796},{"id":2470,"slug":"bespoke-build-economics-for-smb-websites","title":"Bespoke-build economics for small-business websites","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["cloud-infrastructure-economics","commodity-web-parts","bespoke-build-economics"],"updated_at":"2026-06-25T21:20:52.757Z","snippet":"# Bespoke-build economics for small-business websites\n\n## Overview\n\nBespoke-build economics for small-business websites refers to the cost structure of commissioning a custom-coded website — one whose","word_count":3908},{"id":2469,"slug":"generative-engine-optimisation-tactical-2026","title":"Generative engine optimisation tactical patterns for 2026","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["ai-citation","freshness","ai-search-citations","ai-mode","llm-answer-engines","generative-engine-optimization","ai-overview-prevalence","freshness-and-ai-citation","rank-vs-citation-decoupling"],"updated_at":"2026-06-25T21:20:52.752Z","snippet":"# Generative engine optimisation — tactical patterns for 2026\n\n**Generative engine optimisation** (GEO) is the operational practice of designing pages so they are surfaced and cited inside the answers","word_count":4223},{"id":2467,"slug":"agency-methodology-for-smb-website-projects","title":"Agency methodology for small-business website projects","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["agency-methodology"],"updated_at":"2026-06-25T21:20:52.745Z","snippet":"## Overview\n\nAgency methodology for small-business website projects is the practitioner-level workflow by which a research-first agency translates foundation research into a built, measured, maintaine","word_count":5010},{"id":2466,"slug":"marketing-budgets-and-channel-allocation-for-smbs","title":"Marketing budgets and channel allocation for small businesses","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["marketing-strategy","referral-marketing","owned-vs-rented-traffic"],"updated_at":"2026-06-25T21:20:52.739Z","snippet":"# Marketing budgets and channel allocation for small businesses\n\n## Overview\n\nMarketing budgets and channel allocation for small and medium-sized businesses (SMBs) refer to the share of revenue that a","word_count":5134},{"id":2461,"slug":"information-asymmetry-and-decision-edge","title":"Information asymmetry and the small-business decision edge","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["data-moats","information-asymmetry","alternative-data-scoring"],"updated_at":"2026-06-25T21:20:52.732Z","snippet":"# Information asymmetry and the small-business decision edge\n\n## Overview\n\n**Information asymmetry** is the condition in which one party to a transaction holds material information the other party lac","word_count":5462},{"id":2460,"slug":"new-site-trust-accrual-and-first-impressions","title":"New-site trust accrual and first impressions","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["new-site-trust-accrual","visitor-first-impression-psychology"],"updated_at":"2026-06-25T21:20:52.726Z","snippet":"# New-site trust accrual and first impressions\n\nA brand-new website earns its standing in two different worlds at the same time. To Google's ranking systems it is an unknown entity that must accumulat","word_count":5496},{"id":2458,"slug":"customer-self-service-on-smb-websites","title":"Customer self-service on small-business websites","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["customer-facing-tools","self-service-adoption","self-service-customer-preference","self-service-findability-failure"],"updated_at":"2026-06-25T21:20:52.719Z","snippet":"# Customer self-service on small-business websites\n\nCustomer self-service is the practice of letting customers answer their own questions, complete their own transactions, and manage their own account","word_count":5803},{"id":2455,"slug":"how-google-crawls-discovers-and-indexes-pages","title":"How Google crawls, discovers, and indexes pages","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["crawl-and-discovery","index-selection-canonical","mobile-first-indexing","indexing-failure-tail"],"updated_at":"2026-06-25T21:20:52.713Z","snippet":"## Overview\n\nGoogle Search resolves a query against an index that is the product of an upstream pipeline: a URL must first be **discovered**, then **crawled**, then **rendered**, then **selected for i","word_count":6065},{"id":2454,"slug":"lead-generation-directories","title":"Lead-generation directories for trades and home services","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["lead-gen-directories"],"updated_at":"2026-06-25T21:20:52.707Z","snippet":"Lead-generation directories are paid-listing marketplaces that intermediate the discovery transaction between consumers seeking a home-services contractor and the contractors who supply the work. In N","word_count":5739},{"id":2452,"slug":"seo-j-curve-and-new-site-ramp","title":"SEO J-curve and new-site ramp","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["new-site-trust-accrual","seo-j-curve-ramp"],"updated_at":"2026-06-25T21:20:52.701Z","snippet":"## Overview\n\nThe **SEO J-curve** is a stylised model of the cost-versus-return profile of a newly launched website's organic-search investment. It describes a curve in which front-loaded build, conten","word_count":5874},{"id":1202,"slug":"website-longevity","title":"Website longevity (10-year horizon)","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["security-vulnerabilities","accessibility","longevity-architecture"],"updated_at":"2026-06-25T21:20:52.689Z","snippet":"## Overview\n\nWebsite longevity is the empirical question of how long a given site continues to serve its purpose without ground-up rebuild. A 10-year operational horizon is a reasonable design target ","word_count":4072},{"id":1201,"slug":"web-migration-mechanics","title":"Web migration mechanics","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["wordpress","migration-mechanics","redirect-mapping"],"updated_at":"2026-06-25T21:20:52.682Z","snippet":"## Overview\n\nWeb migration mechanics describes the technical and operational discipline of moving a website from one platform, CMS, or domain to another without destroying organic search performance, ","word_count":6292},{"id":1200,"slug":"trust-networks-in-the-trades","title":"Trust networks and in-group reputation in the trades","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["trust-signals","referral-marketing","signalling-theory"],"updated_at":"2026-06-25T21:20:52.676Z","snippet":"## Overview\n\nIn markets where buyers cannot directly verify the quality of a service before purchase, reputation does the verification work that direct observation cannot. For Ontario residential and ","word_count":5126},{"id":1197,"slug":"psychology-of-marketing-aversion","title":"Psychology of contractor marketing aversion","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["gc-vertical","psychology-aversion","behavioral-economics","credence-goods"],"updated_at":"2026-06-25T21:20:52.669Z","snippet":"## Overview\n\nThis page consolidates the behavioral-economics, naturalistic-decision-making, entrepreneur-psychology, identity/class, and credence-goods literature that explains why general contractors","word_count":5842},{"id":1196,"slug":"platform-lock-in","title":"Platform lock-in and data portability","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["platform-lock-in","data-portability","domain-registration"],"updated_at":"2026-06-25T21:20:52.662Z","snippet":"## Overview\n\nPlatform lock-in is the structural condition in which a small or mid-sized business (SMB) cannot produce a clean, working export of its own content, customer data, configuration, or infra","word_count":6309},{"id":1195,"slug":"open-data-as-competitive-moat","title":"Open data as competitive moat","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["open-data","data-infrastructure"],"updated_at":"2026-06-25T21:20:52.654Z","snippet":"## Overview\n\nOpen data is the public, royalty-free, government-published baseline on which a large share of the modern data economy is built. Public records become competitive moats not because the da","word_count":6135},{"id":1194,"slug":"kb-backed-website-methodology","title":"Knowledge-base-backed website methodology","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["knowledge-base","agency-methodology"],"updated_at":"2026-06-25T21:20:52.649Z","snippet":"## Overview\n\nKnowledge-base-backed website methodology is the practice of treating a public-facing website as the visible tip of a structured, sourced, dated, version-controlled internal research corp","word_count":4148},{"id":1193,"slug":"information-architecture-multi-vertical","title":"Information architecture for multi-vertical service businesses","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["information-architecture","navigation-design"],"updated_at":"2026-06-25T21:20:52.643Z","snippet":"## Overview\n\nInformation architecture (IA) for multi-vertical service businesses is the discipline of arranging vertical-specific (industry-led) and capability-specific (service-led) content so that b","word_count":4920},{"id":1188,"slug":"editorial-discipline-and-sourcing","title":"Editorial discipline and sourcing","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["agency-methodology","editorial-discipline","citation-practices"],"updated_at":"2026-06-25T21:20:52.634Z","snippet":"## Overview\n\nEditorial discipline is the operational layer that makes a knowledge base, a public site, and client deliverables defensible under scrutiny. It is built from converging professional-journ","word_count":6999},{"id":1186,"slug":"core-web-vitals","title":"Core Web Vitals","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["core-web-vitals","conversion-rate","performance-engineering"],"updated_at":"2026-06-25T21:20:52.620Z","snippet":"## Overview\n\nCore Web Vitals (CWV) is Google's public, field-measured framework for evaluating user-perceived page experience. It comprises three metrics — Largest Contentful Paint (LCP), Interaction ","word_count":4971},{"id":1184,"slug":"ai-overview-citation-patterns","title":"AI Overview citation patterns (GEO/AEO)","kind":"reference","scope":"marketing-site","status":"current","audiences":["kevin","claude-code","smb-owner","candid-team"],"topics":["ai-citation","geo","aeo","measurement"],"updated_at":"2026-06-25T21:20:52.611Z","snippet":"## Overview\n\n\"AI Overview citation patterns\" denotes the empirical question of which web pages get cited inside generative search surfaces — Google's AI Overviews and AI Mode, ChatGPT's web-grounded a","word_count":7356},{"id":2472,"slug":"trust-signals-on-contractor-websites","title":"Trust signals on contractor websites","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["trust-signals"],"updated_at":"2026-06-25T19:04:40.014Z","snippet":"# Trust signals on contractor websites\n\n**Trust signals on contractor websites** are the visible elements of a residential or commercial contractor's website that a first-time visitor reads, conscious","word_count":3940},{"id":2468,"slug":"measurement-frameworks-for-smb-websites","title":"Measurement frameworks for small-business websites","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["measurement","seo-leading-lagging-ladder","gsc-vs-ga4-layers"],"updated_at":"2026-06-25T19:04:39.983Z","snippet":"# Measurement frameworks for small-business websites\n\nA **measurement framework** for a small-business website is the structured set of instruments, signal definitions, and reporting conventions used ","word_count":4761},{"id":2465,"slug":"conversion-rate-realistic-expectations-for-smbs","title":"Conversion rate — realistic expectations for small-business websites","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["forms-conversion","conversion-rate","cro-test-base-rates"],"updated_at":"2026-06-25T19:04:39.961Z","snippet":"# Conversion rate — realistic expectations for small-business websites\n\n## Overview\n\nConversion rate is the proportion of website visitors who complete a defined goal — a form submission, a phone call","word_count":4174},{"id":2464,"slug":"owner-launch-wait-and-time-to-meaning","title":"Owner launch-wait psychology and time-to-meaning","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["owner-launch-wait-psychology"],"updated_at":"2026-06-25T19:04:39.954Z","snippet":"# Owner launch-wait psychology and time-to-meaning\n\n**Owner launch-wait psychology** is the body of cognitive and emotional experience that a small-business owner undergoes during the weeks and months","word_count":4817},{"id":2463,"slug":"technical-seo-standards-and-schema-2026","title":"Technical SEO standards and structured-data discipline (2026)","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["schema-org","technical-seo-standards","structured-data-mechanics","technical-build-gates"],"updated_at":"2026-06-25T19:04:39.950Z","snippet":"---\nslug: technical-seo-standards-and-schema-2026\ntitle: \"Technical SEO standards and structured-data discipline (2026)\"\n---\n\n# Technical SEO standards and structured-data discipline (2026)\n\n**Technic","word_count":4975},{"id":2462,"slug":"data-infrastructure-on-an-smb-budget","title":"Data infrastructure on a small-business budget","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["data-infrastructure","data-pipeline-maintenance","open-data-licensing","accuracy-risk-published-data"],"updated_at":"2026-06-25T19:04:39.943Z","snippet":"# Data infrastructure on a small-business budget\n\n## Overview\n\nData infrastructure for a small or medium-sized business (SMB) refers to the assembled set of components a firm uses to collect, store, t","word_count":5494},{"id":2459,"slug":"client-portals-and-dashboards-for-smbs","title":"Client portals, dashboards, and embedded BI for small businesses","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["client-portals","dashboards","bi-tools-landscape","embedded-analytics"],"updated_at":"2026-06-25T19:04:39.920Z","snippet":"# Client portals, dashboards, and embedded BI for small businesses\n\nClient portals and dashboards are the two private, data-bearing surfaces that small and mid-sized businesses (SMBs) most often consi","word_count":5554},{"id":2457,"slug":"interactive-tools-and-engagement-mechanisms","title":"Interactive tools and engagement mechanisms","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["interactive-tool-mechanisms"],"updated_at":"2026-06-25T19:04:39.906Z","snippet":"# Interactive tools and engagement mechanisms\n\nInteractive tools are software features on a small-business website that accept user input and return a computed or looked-up result. The category includ","word_count":4577},{"id":2456,"slug":"decision-linked-vs-vanity-metrics","title":"Decision-linked metrics versus vanity metrics","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["decision-linked-metrics","vanity-vs-misleading-metrics"],"updated_at":"2026-06-25T19:04:39.898Z","snippet":"# Decision-linked metrics versus vanity metrics\n\n**Decision-linked metrics versus vanity metrics** is a measurement discipline that separates numbers used to inform actual business decisions from numb","word_count":5575},{"id":2453,"slug":"behavioural-economics-for-smb-marketing","title":"Behavioural economics for small-business marketing","kind":"reference","scope":"business","status":"current","audiences":["kevin","smb-owner","candid-team","client-prospect"],"topics":["behavioral-economics"],"updated_at":"2026-06-25T19:04:39.878Z","snippet":"Behavioural economics is the empirical study of how cognitive, social, and emotional factors cause systematic departures from the rational-choice model in economic decisions. For small-business market","word_count":5138}]}