{"id":2020,"slug":"research-brief-smb-widget-spend-benchmarks-june-2026","title":"Research brief: SMB widget spend benchmarks — feasibility of a \"digital-minus-ads\" % of revenue (June 2026)","kind":"reference","scope":"business","status":"current","audiences":["kevin","candid-team"],"topics":["marketing-spend-benchmarks","paid-vs-owned-digital-split","smb-seo-budget-norms","martech-budget-share","smb-difficulty-widget"],"reference_body":"**Status:** Synthesised June 2026. Sister briefs: [[research-brief-smb-widget-capture-layer-june-2026]], [[research-brief-smb-widget-difficulty-to-work-june-2026]], [[research-brief-smb-widget-presenting-tiers-june-2026]], [[research-brief-smb-widget-market-difficulty-june-2026]], [[research-brief-smb-widget-vertical-difficulty-june-2026]]. Cluster entry point: [[research-cluster-smb-difficulty-widget-june-2026]].\n\n## TL;DR\n\n- **No clean, citable benchmark exists for \"digital marketing spend minus paid advertising\" as a percentage of revenue.** The single best-decomposed dataset ([Gartner's 2025 CMO Spend Survey](https://www.gartner.com/en/marketing/research/annual-cmo-spend-survey-research)) lets you *derive* a rough figure — owned/earned digital channels run ~31% of digital spend, and SEO specifically is 8.9% of digital channel budget — but it measures billion-dollar enterprises, reports channel/media spend (not the labor/agency cost to execute it), and was never built to answer the SMB question.\n- **For a self-assessment widget, the responsible design is relative tiers, not a single percentage-of-revenue number.** A defensible *derived* range for the website/SEO/content/owned-digital slice is roughly **0.5%–2% of revenue** for a typical SMB, but the confidence is Directional-Speculative; the data quality does not support outputting a precise number as if it were verified.\n- **Most \"you should spend X% on your website/SEO\" content is vendor-originated and must be quarantined.** Web-design shops, SEO agencies, and marketing-software firms publish self-serving guidance with strong incentives to inflate; the trustworthy anchors are Gartner, the [Duke/Deloitte/AMA](https://cmosurvey.org/) CMO Survey, the [U.S. SBA](https://www.sba.gov/), [BDC](https://www.bdc.ca/) (Canada), and the academic paid/owned/earned framework.\n\n---\n\n## VERDICT ON THE CENTRAL QUESTION\n\n**Does defensible \"digital-minus-ads\" benchmark data exist? No — not as a published, ready-to-cite number.** What exists is:\n\n1. **Defensible TOTAL marketing benchmarks** (% of revenue) — Verified.\n2. **Defensible digital-vs-traditional splits** — Verified.\n3. **A defensible paid-vs-owned/earned split WITHIN digital** — Single-source but high-quality (Gartner).\n4. **A derivable estimate** for the owned-digital slice (website/SEO/content/tools) — Directional-Speculative, because it requires stacking three multipliers and the underlying sample is enterprise-skewed.\n\nThe cleanest decomposition comes from Gartner: marketing = 7.7% of revenue; digital = 61.1% of the marketing budget; and within digital, 69% goes to paid channels and ~31% to owned/earned. That last ~31% is the closest published proxy for \"digital minus advertising\" — but it is a share-of-channel figure, it excludes the martech and labor needed to run owned assets (which Gartner counts as separate resource buckets), and it describes companies averaging ~$5.7 billion in revenue, not SMBs. There is no equivalent decomposition published from an SMB-representative sample. **That gap is itself the most important finding.**\n\n---\n\n## KEY FINDINGS\n\n### 1. Total marketing budget as % of revenue (the well-established base)\n\n- **Gartner 2025 CMO Spend Survey: marketing = 7.7% of company revenue**, flat vs. 2024 and down from ~11% pre-pandemic. The survey polled 402 leaders (Feb-Mar 2025), the vast majority at companies with >$1B revenue; \"half of CMOs report budgets of 6% or less\" (Campaign US), and Gartner's Ewan McIntyre noted \"marketing spending has stalled at a level that falls short for many CMOs.\" **Confidence: Verified** (corroborated across Gartner, [Marketing Brew](https://www.marketingbrew.com/), Campaign, Chief Marketer). See [[gartner-2025-marketing-7-7-percent-revenue]].\n- **Duke/Deloitte/AMA \"[The CMO Survey](https://cmosurvey.org/)\": 9.4% of revenue** in the Spring 2025 (34th edition) survey of 281 U.S. for-profit marketing leaders, directed by Prof. Christine Moorman — \"marketing spending represented 9.4% of total company revenue, which was up from 7.7% in the Spring 2024 survey.\" It runs higher than Gartner because of a broader company-size mix (smaller firms spend a higher share of revenue). **Confidence: Verified.** See [[cmo-survey-spring-2025-9-4-percent]].\n- **U.S. SBA guideline: 7-8% of gross revenue for businesses under $5M.** **Confidence: Industry-consensus** (widely cited; the SBA's own blog separately cites a ~1.08% *advertising* average from Small Business Trends — a distinct, narrower measure — see [[schonfeld-2025-advertising-to-sales-3-percent]] for related advertising-to-sales data). See [[sba-7-to-8-percent-guideline]].\n- **Industry/vertical variation is enormous: ~3% (energy/transportation) to ~18-25% (consumer packaged goods).** B2C product ~15.5%; B2B services ~9%; B2B product ~6.4% (CMO Survey). **Confidence: Verified.** See [[industry-vertical-marketing-spend-spread]].\n- **Canada (BDC): B2B 2-5%, B2C 5-10% of revenue.** A 2019 BDC survey of 1,400+ Canadian businesses found average small-business marketing spend just over $30,000/year; firms with 50+ employees exceed $100,000. **Confidence: Single-source (authoritative).** See [[bdc-canada-marketing-spend]]. Companion Canadian datapoint: [[statcan-bdc-2021-118k-digital-tech-spend]] — 91% of SMEs spent an avg $118K on digital technologies (broad, not just marketing).\n\n### 2. Digital vs. traditional split\n\n- **Gartner 2025: digital = 61.1% of total marketing budget** (highest since the survey began in 2013); offline = 38.9%. **Confidence: Verified.** See [[gartner-2025-digital-share-61-percent]].\n- **The CMO Survey: digital ≈ 58% of marketing budget.** **Confidence: Verified.** See [[cmo-survey-digital-58-percent]].\n- **Canada-wide (all advertisers, not just SMB): digital ≈ 76.7% of total ad spend in 2025 (~$18.9B).** **Confidence: Single-source** (Made in CA, compiling IAB Canada / Statista-type data).\n\n### 3. The key decomposition — paid vs. owned/earned WITHIN digital\n\nThis is the crux. From the **Gartner 2025 CMO Spend Survey** (official infographic, \"2025 digital channel investment allocations — mean % of digital channel budget\"):\n\n- **Paid online channels = 69% of total digital spend.** Owned/earned = ~31%, and owned/earned (except email) *declined 9% year-over-year*.\n- Channel-level (% of digital budget): Search advertising 13.9%, Digital display 12.5%, Social advertising 12.2%, Video/streaming 10.7%, **SEO 8.9%**, Audio/podcast 7.5%, **Email 7.4%**, Retail media 6.4%, **Influencer 5.9%**, **Sponsored content 5.5%**, Digital OOH 5.4%, **SMS/push 3.5%**.\n- **The owned/earned digital bucket Gartner itemizes = SEO (8.9%) + Email (7.4%) + Influencer (5.9%) + Sponsored content (5.5%) + SMS/push (3.5%) ≈ 31%.**\n- **Critically, Gartner publishes NO separate line item for \"company website,\" \"content/organic,\" or \"organic social.\"** SEO is the closest proxy. (Note: an SEO-agency blog, Image Building Media, misreported Gartner's SEO figure as 8.0%; the official infographic shows 8.9%.) **Confidence: Single-source (high quality).** See [[gartner-2025-paid-owned-69-31-split]] and [[gartner-2025-digital-channel-allocations]].\n\nA second, independent framing — **the \"paid/owned/earned\" media model** — comes from a Cision survey cited by [Harvard Business School](https://www.hbs.edu/faculty/Pages/default.aspx) Online: ~25% paid, ~32% owned, ~24% earned of digital budgets. **Confidence: Single-source** (older, but directionally consistent that owned ≈ paid in share). See [[paid-owned-earned-framework]].\n\n### 4. Is there a clean website/SEO/content benchmark that excludes ads? (Derived only)\n\nThere is no published \"% of revenue for website + SEO + content excluding ads.\" It must be derived, and every derivation inherits the enterprise-skew caveat:\n\n- **SEO channel spend** → 8.9% (of digital) × 61.1% (digital share) × 7.7% (of revenue) ≈ **0.42% of revenue** — but this is channel/media spend only, not the labor or agency retainer to execute it. **Confidence: Directional-Speculative.**\n- **Owned/earned digital total** (SEO+email+influencer+sponsored+SMS) → 31% × 61.1% × 7.7% ≈ **1.5% of revenue**; stripping out the quasi-paid influencer/sponsored-content lines (SEO+email+SMS only) → **0.9% of revenue**. **Confidence: Directional-Speculative.**\n- **Martech/tools is a SEPARATE resource bucket**, not a channel: Gartner puts martech at ~22-24% of the total marketing budget (≈1.7% of revenue); The CMO Survey reports martech at 19.9% of marketing budgets (\"expected to grow to 23.5% in one year and to 30.9% in five years,\" 32nd edition). Tools therefore roughly double the \"owned digital\" footprint if you fold them in. **Confidence: Verified (martech share); Directional-Speculative when combined.** See [[gartner-cmo-survey-martech-share]].\n- **Absolute dollar anchors (more reliable than % for SMBs):**\n  - **Website build/redesign (SMB):** commonly **$5,000-$40,000** depending on source/scope; ongoing maintenance often quoted at **15-20% of build cost per year**. Wide vendor variance. **Confidence: Industry-consensus (vendor-heavy — see quarantine).** See [[smb-website-build-cost-range-vendor]].\n  - **SEO retainers (SMB):** **[Backlinko's 2019 SEO Services Report](https://backlinko.com/seo-services-cost) (with Northstar Research Partners, 1,200 U.S. small-business owners) found \"American small businesses spend an average of $497.16 per month on SEO services,\"** with clients spending over $500/month 53.3% more likely to be \"extremely satisfied.\" Most providers charge under $1,000-$2,000/month ([Ahrefs](https://ahrefs.com/), SE Ranking). **Confidence: Verified.** See [[backlinko-2019-smb-seo-monthly]].\n  - **BDC (Canada): businesses expanding online spent an average $37,458 on their website and $29,210 on online marketing over three years.** **Confidence: Single-source (authoritative).** See [[bdc-canada-three-year-spend]].\n  - **[Statistics Canada](https://www.statcan.gc.ca/)/BDC: in 2021, 91% of SMEs spent an average of $118,000 on digital technologies** (broad tech, not just marketing). **Confidence: Single-source.** See [[statcan-bdc-2021-118k-digital-tech-spend]].\n\nPulled together: **~0.5%-2% of revenue** for owned-digital (website/SEO/content), as a defensible Directional range — see [[derived-owned-digital-share-of-revenue-range]].\n\n### 5. Variation by industry/vertical\n\n- **Advertising-to-sales ratios ([Schonfeld & Associates](https://www.schonfeldreports.com/), \"Advertising Ratios & Budgets,\" May 2025, 2,500+ public companies across 315 industries): overall average 3.07% of sales** (\"up from 2.83% in 2023\"); Services highest at 3.74%, Construction ~0.50%, Manufacturing ~3.14%. This is *advertising only* and *public companies only*. **Confidence: Verified (single firm, but the standard reference).** See [[schonfeld-2025-advertising-to-sales-3-percent]].\n- **Home/trade services: 8-15% of revenue total marketing**, heavily skewed to paid (Google Ads, Local Service Ads). Vendor channel splits suggest only a small slice goes to website/SEO. **Confidence: Industry-consensus (vendor-heavy).** See [[home-trades-marketing-spend]].\n- **Professional services / B2B: lower total (6-9%)** but higher relative weight on website/content/SEO because of relationship- and reputation-driven buying. **Confidence: Industry-consensus.** See [[professional-services-marketing-spend]].\n- **Retail/e-commerce: higher total (8-12%+)**, content often cited at 30-40% of the marketing mix. **Confidence: Single-source/vendor.**\n\n### 6. Variation by maturity & competitive intensity\n\n- **Startups/early-stage: 12-20%+ of (often projected) revenue**; mature firms with referral engines can sit at 3-5%. **Confidence: Industry-consensus.** See [[startup-maturity-spend-variation]].\n- **Competitive intensity is the dominant swing factor**: in PE-consolidated home-services metros, independents who spend 3% while competitors spend 12-15% are effectively invisible. **Confidence: Directional (vendor-sourced but logically sound).**\n- **Gartner's \"budget-conscious vs. big spender\" divide**: low-budget CMOs (≤4% of revenue) pour digital spend into search/performance and underinvest in data, brand, and transformation; big spenders (>10.5%) diversify. This supports tiering by competitive posture. **Confidence: Verified.** See [[gartner-budget-conscious-vs-big-spender]].\n\n---\n\n## QUARANTINED VENDOR SOURCES (excluded from credible findings)\n\nThese were reviewed but **not** blended into the numbers above because the publisher sells the very service it benchmarks, creating an incentive to inflate \"recommended spend\":\n\n- **Web-design / dev agencies** (Innowise, Clique Studios, Levitate, WeAreTenet, SpaceO, Over the Fold, Mark Brinker, UENI, Spork): source of the $5K-$200K+ website ranges. Useful for *order-of-magnitude dollar* context only; their \"% of revenue you should spend\" claims are self-serving.\n- **SEO agencies / tool vendors** (Consultus Digital, FoxxR, HigherVisibility, FireUsMarketing, Digital Elevator, Single Grain, Image Building Media, Boomcycle, WebFX, Scorpion, Watson & Co., Purple Pig, Camp Digital, Pipeline On): source of \"SEO = 20-40% of marketing budget\" and \"spend 6% of revenue on digital.\" Incentive to inflate. Image Building Media also misreported Gartner's SEO figure (8.0% vs. official 8.9%).\n- **Marketing-software / lending / agency blogs** ([HubSpot](https://www.hubspot.com/), Improvado, Keen/keends, Mercury, Crestmont Capital, TrueFuture, Asymmetric, Model B, Revenue Memo, [UpFlip](https://www.upflip.com/)): mix of real survey citations and self-serving framing; primary survey figures were traced back to Gartner/CMO Survey/SBA rather than cited via these intermediaries.\n- **Survey-vendor caveat:** even the \"good\" surveys (Ahrefs, SE Ranking, Backlinko, CMI, CallRail, [Conductor](https://www.conductor.com/), [Litmus](https://www.litmus.com/)) are produced by firms selling SEO/content/email/call-tracking tools; their *descriptive* spend data (what businesses actually pay) is usable, but their *prescriptive* \"you should spend more\" framing is not.\n\nConsolidated quarantine entry: [[caveats-vendor-quarantine-spend-benchmarks]].\n\n---\n\n## DETAILS: THREE SEPARATE EVIDENCE BASES\n\n**(a) What the categories are / how they're defined.** The cleanest taxonomy splits marketing into *resources* (paid media, labor, martech/tools, agencies) and *channels* (digital vs. offline; within digital, paid vs. owned/earned). \"Website/SEO/content/tools\" is not a native reporting category in any major survey — it cuts across the owned/earned channel bucket (SEO, organic, email) AND the martech resource bucket (tools) AND labor/agency (the people who build the site and write content). **This cross-cutting nature is the root reason no clean benchmark exists.** See [[cross-cutting-categories-explain-the-gap]].\n\n**(b) Evidence the spending occurs and matters.** Adoption is well-documented: BDC/StatCan show 91% of Canadian SMEs invest in digital technologies; **Conductor's 2025 State of SEO** (survey of 350 digital experts) reports \"91% of respondents reported that SEO positively impacted website performance and marketing goals in 2024,\" rising to 97% among the most mature programs ([[conductor-2025-91-percent-seo-impact]]); and **email's return is cited at \"$36 for every dollar spent, higher than any other channel\"** (Litmus State of Email, corroborated by the DMA Marketer Email Tracker — [[email-roi-36-to-1-litmus-dma]]). Owned assets (email list, website, ranked content) are repeatedly shown to be durable vs. rented paid attention. The *direction* (owned digital matters and is under-invested by SMBs) is solid.\n\n**(c) Magnitude, ranges, and limits.** The magnitude is where confidence collapses. Derived owned-digital spend lands somewhere around **0.5%-2% of revenue** for a typical SMB once you stack the channel and resource shares — but the inputs come from enterprises, exclude or double-count tools and labor depending on framing, and carry wide vendor-driven dollar ranges. No survey isolates this slice at the SMB level.\n\n### Selection & survivorship bias (applies everywhere)\n\nEvery spend survey samples businesses that *already market* and are willing to respond — overstating \"typical\" spend. UpFlip's survey of 1,800 businesses found that while the average business spends $14,575/year on marketing, **\"66.3% of small business owners spend less than $1,000 on marketing each year\"** — i.e., the average is dragged up by a thin top slice (~15-18% of firms). BDC likewise notes most Canadian SMEs have low digital maturity. The lived SMB reality is far below the benchmark averages, so any widget that tells an owner \"you should spend 9.4% of revenue\" will mislead the median user. Tiers anchored to competitive context avoid this trap. See [[upflip-survivorship-66-percent-under-1000]].\n\n---\n\n## RECOMMENDATIONS (for the self-assessment widget)\n\n**Stage 1 — Use relative tiers, not a hard percentage (do this now).** Output a *tier* (e.g., Under-invested / Baseline / Competitive / Aggressive) derived from the user's vertical, maturity, and competitive intensity, rather than a single \"you should spend X% on your website.\" This is the only responsible choice given the data. Thresholds to anchor tiers:\n\n- Total marketing: B2B 6-9%, B2C 9-12% of revenue (raise for startups/competitive metros).\n- Of that, ~55-61% digital.\n- Of digital, expect ~70% to flow to ads by default; the widget's value-add is flagging when the **owned/SEO/website/content** slice is starved (the most common SMB failure mode).\n\nCodified as [[rule-output-tiers-not-percent-of-revenue]].\n\n**Stage 2 — Show derived dollar ranges, clearly labeled as estimates.** Because SMB owners think in dollars, pair the tier with concrete anchors: website build $5K-$40K (one-time), SEO ~$500-$2,000/mo, content/tools incremental. Label these \"typical market prices,\" cite the descriptive surveys (Backlinko/Ahrefs for SEO; BDC for Canada), and explicitly note vendor variance. Codified as [[rule-show-dollar-ranges-not-points]].\n\n**Stage 3 — If you must show a percentage, show a RANGE with a confidence flag.** The defensible *derived* range for website/SEO/content/owned-digital (excluding paid ads) is **~0.5%-2% of revenue**, presented as Directional, not as a benchmark. Never present a single point estimate.\n\n**Benchmarks that would change this advice:** If a credible SMB-representative survey (e.g., a future BDC or SBA study, or an SMB-cut of the Duke CMO Survey) published an owned-digital-minus-ads figure with a defined revenue band, you could upgrade from tiers to a real number. Until then, treat any single percentage as marketing copy, not data.\n\n---\n\n## CAVEATS\n\n- **Enterprise skew:** Gartner's decomposition — the backbone of the paid/owned split — describes ~$5.7B-revenue companies. SMB behavior almost certainly tilts *more* toward cheap/free owned channels (DIY website, organic social) and away from martech, but no survey confirms the magnitude.\n- **Channel ≠ cost-to-execute:** Gartner's 8.9% SEO and 7.4% email are *channel* allocations; the labor and agency fees to produce content and run SEO sit in separate buckets, so the true \"cost of owned digital\" is higher than the channel share implies.\n- **Definitional drift:** \"Marketing budget\" sometimes includes salaries/agencies and sometimes doesn't; advertising-to-sales ratios (Schonfeld, ~3% — [[schonfeld-2025-advertising-to-sales-3-percent]]) measure a far narrower thing than \"marketing % of revenue\" (~7.7-9.4%). Don't conflate them.\n- **Year/recency:** Figures span 2023-2026 surveys; AI is actively compressing content/tool costs, which may lower the owned-digital slice going forward.\n- **Vendor contamination is pervasive** even in seemingly neutral \"statistics roundup\" pages; numbers here were traced to primary surveys wherever possible.\n- **Canadian specificity is thin:** the best Canadian anchors (BDC 2019 marketing survey; BDC/StatCan digital-tech spend) are several years old and not decomposed into the owned-minus-ads slice.\n\nConsolidated caveats entry: [[caveats-vendor-quarantine-spend-benchmarks]].\n","rationale_body":"Compiled June 2026. Determines whether the widget can responsibly output a $-or-% spend benchmark (verdict: no — output tiers + dollar ranges). The brief's key value is preventing the widget from emitting false precision derived from enterprise-skewed Gartner figures.","metadata":null,"links":{"outgoing":[{"slug":"gartner-2025-marketing-7-7-percent-revenue","title":"Gartner 2025 CMO Spend Survey — marketing = 7.7% of revenue (flat YoY, down from ~11% pre-pandemic)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"cmo-survey-spring-2025-9-4-percent","title":"Duke/Deloitte/AMA CMO Survey Spring 2025 — marketing = 9.4% of revenue (broader size mix)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"sba-7-to-8-percent-guideline","title":"US SBA guideline — 7-8% of gross revenue for businesses under $5M","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"bdc-canada-marketing-spend","title":"BDC Canada — B2B 2-5%, B2C 5-10% of revenue; avg small business ~$30K/yr (2019)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"industry-vertical-marketing-spend-spread","title":"Vertical variation in marketing % — ~3% (energy) to ~18-25% (CPG)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"gartner-2025-digital-share-61-percent","title":"Gartner 2025 — digital = 61.1% of total marketing budget (highest since 2013)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"cmo-survey-digital-58-percent","title":"The CMO Survey — digital ≈ 58% of marketing budget","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"gartner-2025-paid-owned-69-31-split","title":"Gartner 2025 — paid online = 69% of digital, owned/earned = ~31% (declining 9% YoY)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"gartner-2025-digital-channel-allocations","title":"Gartner 2025 — digital channel allocations: SEO 8.9%, Email 7.4%, etc.","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"paid-owned-earned-framework","title":"The paid/owned/earned media framework (Cision via HBS Online)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"derived-owned-digital-share-of-revenue-range","title":"Derived \"owned digital\" share of revenue — ~0.5%-2% (Directional-Speculative)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"gartner-cmo-survey-martech-share","title":"Martech / tools as a SEPARATE resource bucket — Gartner ~22-24%, CMO Survey 19.9%","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"cross-cutting-categories-explain-the-gap","title":"Why no SMB benchmark exists — \"website/SEO/content/tools\" cuts across native reporting categories","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"smb-website-build-cost-range-vendor","title":"SMB website build cost — $5,000-$40,000 (vendor-quarantined)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"backlinko-2019-smb-seo-monthly","title":"Backlinko 2019 SEO Services Report — average SMB spends $497.16/mo on SEO","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"bdc-canada-three-year-spend","title":"BDC Canada — average $37,458 website + $29,210 online marketing over 3 years","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"upflip-survivorship-66-percent-under-1000","title":"UpFlip — 66.3% of small business owners spend under $1,000/yr on marketing (the survivorship correction)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"home-trades-marketing-spend","title":"Home/trades services — 8-15% of revenue total marketing, heavy paid skew","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"professional-services-marketing-spend","title":"Professional services / B2B — 6-9% total but higher relative weight on website/content","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"startup-maturity-spend-variation","title":"Maturity variation — startups 12-20%+; mature firms with referral engines 3-5%","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"rule-output-tiers-not-percent-of-revenue","title":"Rule — Output tiers, NOT a hard percentage-of-revenue, for digital-minus-ads spend","kind":"rule","scope":"business","link_type":"depends-on"},{"slug":"rule-show-dollar-ranges-not-points","title":"Rule — Show derived dollar ranges as estimates, never point values","kind":"rule","scope":"business","link_type":"depends-on"},{"slug":"caveats-vendor-quarantine-spend-benchmarks","title":"Caveats — vendor quarantine and structural gaps in spend-benchmark evidence","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-smb-widget-difficulty-to-work-june-2026","title":"Research brief: SMB widget difficulty-to-work mapping — three tiers of work for three sizes of gap (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-smb-widget-presenting-tiers-june-2026","title":"Research brief: SMB widget presentation layer — tiered results without overclaiming (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-smb-widget-market-difficulty-june-2026","title":"Research brief: SMB widget market difficulty — six ranked factors (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"research-brief-smb-widget-vertical-difficulty-june-2026","title":"Research brief: SMB widget vertical difficulty — two-axis tiering by industry (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"conductor-2025-91-percent-seo-impact","title":"Conductor 2025 State of SEO — 91% of digital experts say SEO positively impacted website performance","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"email-roi-36-to-1-litmus-dma","title":"Email ROI ~$36 per $1 spent — Litmus / DMA Marketer Email Tracker","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"schonfeld-2025-advertising-to-sales-3-percent","title":"Schonfeld 2025 — advertising-to-sales ratio average 3.07% across 2,500 public companies","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"gartner-budget-conscious-vs-big-spender","title":"Gartner — budget-conscious vs big-spender divide; low-budget CMOs pour into search/performance","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"statcan-bdc-2021-118k-digital-tech-spend","title":"StatCan / BDC 2021 — 91% of Canadian SMEs spent avg $118K on digital technologies","kind":"reference","scope":"business","link_type":"relates-to"}],"incoming":[{"slug":"research-cluster-smb-difficulty-widget-june-2026","title":"Research cluster: SMB digital-difficulty self-assessment widget (six briefs, June 2026)","kind":"reference","scope":"business","link_type":"depends-on"},{"slug":"research-brief-smb-widget-capture-layer-june-2026","title":"Research brief: SMB widget capture layer — what owners can vs cannot self-report (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"}]},"created_at":"2026-06-23T19:16:01.868Z","updated_at":"2026-06-23T20:13:54.541Z"}