163
What the audit can prove
Evidence-backed findings across 5 scored dimensions.
Verification-hub review · vh-1.0.0
carney.wiki · September 2, 2026
24/ 50
Read this first
Hub coverage: 0/5 groups present
The score only reflects published evidence the audit could verify.
2
Where attention is concentrated
Dimensions scoring two or below. Red bars mark the most constrained areas.
Weighted scorecard
Where the missing points are
Bar length is scaled to each dimension’s weight. Filled space is earned; empty space is lost.
| # | Dimension | Wt | Points earned / lost, scaled to weight | Score |
|---|---|---|---|---|
| 1 | Buyer decision clarity | ×3 | unscored — required check(s) unavailable: positioning-anchor | |
| 2 | Verification depth | ×3 | 3/15 | |
| 3 | Proof Ops | ×3 | unscored — required check(s) unavailable: hard-metric | |
| 4 | Discovery: SEO / AEO / GEO | ×3 | 6/15 | |
| 5 | Credibility | ×2 | unscored — required check(s) unavailable: constraint-reader | |
| 6 | Path friction | ×2 | 6/10 | |
| 7 | Mechanics | ×1 | 5/5 | |
| 8 | Freshness | ×1 | 4/5 | |
Weighted total24 / 50
Headline finding
Confirmed · Verification depth · high
Hub coverage: 0/5 groups present
Evidence by dimension
What the score is built from
Every claim stays attached to the published evidence that triggered it.
Buyer decision clarity
unscored
Not guessed. This needs an assisted reading of the homepage and About page against seven explicit buyer questions: what this is, who it is for, what changes, why act now, why this instead, why the timing matters, and who should not buy.
- Competitor scan across 150 pages found mentions of 0 of 11 tracked competitors.info
“carney.wikiAbout Projects Offers Insights Book a conversation Search the siteSearch posts, pages, and projects. Search the site Start typing to search.TopicAI CriticInsights and notes grouped by this theme.B2B Marketing Aug 17, 2026I Asked…” · “carney.wikiAbout Projects Offers Insights Book a conversation Search the siteSearch posts, pages, and projects. Search the site Start typing to search.TopicB2B MarketingInsights and notes grouped by this theme.B2B Marketing Aug 17, 2026I A…” · “carney.wikiAbout Projects Offers Insights Book a conversation Search the siteSearch posts, pages, and projects. Search the site Start typing to search.TopicB2B MarketingInsights and notes grouped by this theme.B2B Marketing Aug 17, 2026I A…” +147 more evidence items
Verification depth
0 of 5 hub groups present
- Hub coverage: 0/5 groups presenthigh
“404” · “404” · “404” +17 more evidence items
Proof Ops
unscored
No finding was produced for this dimension.
Discovery: SEO / AEO / GEO
discovery penalties: 4 duplicate title group(s) + 6 duplicate pair(s); 0 missing title(s), 143 missing description(s), 0 builder residue; no FAQPage/Service/HowTo structured data
- Page /tags/ai-critic/ is missing a meta description.medium
“200”
- Page /tags/b2b-marketing/ is missing a meta description.medium
“200”
- Page /categories/b2b-marketing/ is missing a meta description.medium
“200”
- Page /categories/ is missing a meta description.medium
“200”
- Page /blog/ai-critic-found-proof-ops/ is missing a meta description.medium
“200”
- Page /categories/marketing-operations/ is missing a meta description.medium
“200”
- Page /tags/positioning/ is missing a meta description.medium
“200”
- Page /tags/proof-ops/ is missing a meta description.medium
“200”
- Page /series/ is missing a meta description.medium
“200”
- Page /tags/ is missing a meta description.medium
“200”
- Page /series/the-ai-era-b2b-marketing-operator/ is missing a meta description.medium
“200”
- Page /categories/trust-brand/ is missing a meta description.medium
“200”
- Page /tags/trust-stack/ is missing a meta description.medium
“200”
- Page /tags/abm/ is missing a meta description.medium
“200”
- Page /blog/ai-era-abm-without-theatre/ is missing a meta description.medium
“200”
- Page /tags/account-based-marketing/ is missing a meta description.medium
“200”
- Page /tags/b2b-growth/ is missing a meta description.medium
“200”
- Page /categories/gtm-strategy/ is missing a meta description.medium
“200”
- Page /tags/pipeline/ is missing a meta description.medium
“200”
- Page /categories/ai-automation/ is missing a meta description.medium
“200”
- Page /tags/ai-governance/ is missing a meta description.medium
“200”
- Page /series/ai-governance-and-data-systems/ is missing a meta description.medium
“200”
- Page /categories/data-analytics/ is missing a meta description.medium
“200”
- Page /tags/enterprise-ai/ is missing a meta description.medium
“200”
- Page /tags/knowledge-graphs/ is missing a meta description.medium
“200”
- Page /tags/organizational-memory/ is missing a meta description.medium
“200”
- Page /tags/second-brain/ is missing a meta description.medium
“200”
- Page /blog/second-brain-knowledge-spine-not-file-store/ is missing a meta description.medium
“200”
- Page /tags/ai-agents/ is missing a meta description.medium
“200”
- Page /tags/context-layer/ is missing a meta description.medium
“200”
- Page /tags/mcp/ is missing a meta description.medium
“200”
- Page /tags/semantic-layer/ is missing a meta description.medium
“200”
- Page /blog/enterprise-context-layer-is-an-operating-system/ is missing a meta description.medium
“200”
- Page /tags/ai-operations/ is missing a meta description.medium
“200”
- Page /tags/business-ai/ is missing a meta description.medium
“200”
- Page /blog/the-best-business-ai-system-is-not-chatgpt/ is missing a meta description.medium
“200”
- Page /tags/workflow-design/ is missing a meta description.medium
“200”
- Page /tags/community/ is missing a meta description.medium
“200”
- Page /categories/content-strategy/ is missing a meta description.medium
“200”
- Page /tags/distribution/ is missing a meta description.medium
“200”
- Page /blog/ai-era-social-community-rails/ is missing a meta description.medium
“200”
- Page /tags/social-media/ is missing a meta description.medium
“200”
- Page /tags/thought-leadership/ is missing a meta description.medium
“200”
- Page /tags/a2a/ is missing a meta description.medium
“200”
- Page /tags/agentic-ai/ is missing a meta description.medium
“200”
- Page /blog/ai-agents-need-more-than-semantic-layer/ is missing a meta description.medium
“200”
- Page /tags/cognitive-architecture/ is missing a meta description.medium
“200”
- Page /tags/benchmarks/ is missing a meta description.medium
“200”
- Page /tags/buyer-enablement/ is missing a meta description.medium
“200”
- Page /blog/ai-era-make-yes-safe/ is missing a meta description.medium
“200”
- Page /tags/roi/ is missing a meta description.medium
“200”
- Page /tags/case-studies/ is missing a meta description.medium
“200”
- Page /tags/credibility/ is missing a meta description.medium
“200”
- Page /blog/ai-era-proof-as-inventory/ is missing a meta description.medium
“200”
- Page /tags/conversion/ is missing a meta description.medium
“200”
- Page /tags/trust/ is missing a meta description.medium
“200”
- Page /categories/web-development/ is missing a meta description.medium
“200”
- Page /tags/website-strategy/ is missing a meta description.medium
“200”
- Page /blog/ai-era-website-verification-hub/ is missing a meta description.medium
“200”
- Page /tags/ai/ is missing a meta description.medium
“200”
- Page /tags/artificial-intelligence/ is missing a meta description.medium
“200”
- Page /tags/enablement/ is missing a meta description.medium
“200”
- Page /series/enablement/ is missing a meta description.medium
“200”
- Page /categories/enablement/ is missing a meta description.medium
“200”
- Page /tags/gtm-strategy/ is missing a meta description.medium
“200”
- Page /tags/marketing-operations/ is missing a meta description.medium
“200”
- Page /tags/sales-alignment/ is missing a meta description.medium
“200”
- Page /tags/sales-enablement/ is missing a meta description.medium
“200”
- Page /tags/target-account-strategy/ is missing a meta description.medium
“200”
- Page /blog/ai-enanblement-trust/ is missing a meta description.medium
“200”
- Page /tags/ai-search/ is missing a meta description.medium
“200”
- Page /tags/geo/ is missing a meta description.medium
“200”
- Page /tags/seo/ is missing a meta description.medium
“200”
- Page /blog/ai-era-win-ai-shortlist/ is missing a meta description.medium
“200”
- Page /tags/buyer-experience/ is missing a meta description.medium
“200”
- Page /tags/buying-groups/ is missing a meta description.medium
“200”
- Page /tags/customer-proof/ is missing a meta description.medium
“200”
- Page /tags/trust-building/ is missing a meta description.medium
“200”
- Page /blog/when-your-prospect-knows-more-than-you/ is missing a meta description.medium
“200”
- Page /tags/implementation/ is missing a meta description.medium
“200”
- Page /tags/proof/ is missing a meta description.medium
“200”
- Page /tags/security/ is missing a meta description.medium
“200”
- Page /blog/ai-era-verification-beats-persuasion/ is missing a meta description.medium
“200”
- Page /tags/aeo/ is missing a meta description.medium
“200”
- Page /categories/marketing-technology/ is missing a meta description.medium
“200”
- Page /blog/seo-aeo-geo/ is missing a meta description.medium
“200”
- Page /tags/b2b-sales/ is missing a meta description.medium
“200”
- Page /tags/offers/ is missing a meta description.medium
“200”
- Page /blog/ai-era-trust-growth-channel/ is missing a meta description.medium
“200”
- Page /tags/b2b-demand-generation/ is missing a meta description.medium
“200”
- Page /tags/buyer-intent/ is missing a meta description.medium
“200”
- Page /tags/icp/ is missing a meta description.medium
“200”
- Page /blog/ai-era-mutated-funnel/ is missing a meta description.medium
“200”
- Page /blog/ai-era-content-cheap-credibility-not/ is missing a meta description.medium
“200”
- Page /tags/messaging/ is missing a meta description.medium
“200”
- Page /tags/demand-generation/ is missing a meta description.medium
“200”
- Page /tags/go-to-market/ is missing a meta description.medium
“200”
- Page /blog/ai-era-old-marketing-is-dead/ is missing a meta description.medium
“200”
- Page /blog/ai-is-coming-for-your-job/ is missing a meta description.medium
“200”
- Page /tags/future-of-work/ is missing a meta description.medium
“200”
- Page /categories/leadership-career/ is missing a meta description.medium
“200”
- Page /tags/nist/ is missing a meta description.medium
“200”
- Page /tags/owasp/ is missing a meta description.medium
“200”
- Page /tags/productivity/ is missing a meta description.medium
“200”
- Page /tags/staffops/ is missing a meta description.medium
“200”
- Page /tags/ai-security/ is missing a meta description.medium
“200”
- Page /tags/data-contracts/ is missing a meta description.medium
“200”
- Page /tags/data-platform/ is missing a meta description.medium
“200”
- Page /blog/from-tool-sprawl-to-an-operational-data-platform/ is missing a meta description.medium
“200”
- Page /tags/modern-data-stack/ is missing a meta description.medium
“200”
- Page /tags/observability/ is missing a meta description.medium
“200”
- Page /tags/ai-in-development/ is missing a meta description.medium
“200”
- Page /tags/cloudflare/ is missing a meta description.medium
“200”
- Page /tags/hubspot/ is missing a meta description.medium
“200”
- Page /tags/netlify/ is missing a meta description.medium
“200”
- Page /tags/static-sites/ is missing a meta description.medium
“200”
- Page /blog/custom-backend-myth-after-ai/ is missing a meta description.medium
“200”
- Page /tags/vercel/ is missing a meta description.medium
“200”
- Page /tags/website-architecture/ is missing a meta description.medium
“200”
- Page /tags/wordpress/ is missing a meta description.medium
“200”
- Page /tags/ai-readiness/ is missing a meta description.medium
“200”
- Page /tags/data-governance/ is missing a meta description.medium
“200”
- Page /blog/did-governance-just-die/ is missing a meta description.medium
“200”
- Page /tags/risk-management/ is missing a meta description.medium
“200”
- Page /tags/data-engineering/ is missing a meta description.medium
“200”
- Page /tags/data-modernization/ is missing a meta description.medium
“200”
- Page /blog/data-modernization/ is missing a meta description.medium
“200”
- Page /blog/your-ai-agent-is-a-toddler-with-root-access/ is missing a meta description.medium
“200”
- Page /tags/zero-trust/ is missing a meta description.medium
“200”
- Page /tags/prompt-injection/ is missing a meta description.medium
“200”
- Page /blog/prompt-injection-has-left-the-chatbot/ is missing a meta description.medium
“200”
- Page /tags/servicenow/ is missing a meta description.medium
“200”
- Page /tags/workflow-integrity/ is missing a meta description.medium
“200”
- Page /tags/ai-in-marketing/ is missing a meta description.medium
“200”
- Page /tags/ai-risk/ is missing a meta description.medium
“200”
- Page /blog/ai-risk-is-a-business-risk-not-just-a-technical-one/ is missing a meta description.medium
“200”
- Page /tags/enterprise-risk/ is missing a meta description.medium
“200”
- Page /tags/marketing-strategy/ is missing a meta description.medium
“200”
- Page /tags/model-governance/ is missing a meta description.medium
“200”
- Page /tags/personalization/ is missing a meta description.medium
“200”
- Page /tags/responsible-ai/ is missing a meta description.medium
“200”
- Page /blog/2026dumbmarketing/ is missing a meta description.medium
“200”
- Page /tags/ciso/ is missing a meta description.medium
“200”
- 2 pages share an identical title.medium
“B2B Marketing | carney.wiki” · “B2B Marketing | carney.wiki”
- 2 pages share an identical title.medium
“Marketing Operations | carney.wiki” · “Marketing Operations | carney.wiki”
- 2 pages share an identical title.medium
“GTM Strategy | carney.wiki” · “GTM Strategy | carney.wiki”
- 3 pages share an identical title.medium
“Enablement | carney.wiki” · “Enablement | carney.wiki” · “Enablement | carney.wiki”
- Meta census over 150 pages: 0 missing title, 143 missing description, 4 duplicate title groups, 0 duplicate description groups, 0 builder-residue descriptions.info
“AI Critic | carney.wiki” · “B2B Marketing | carney.wiki” · “B2B Marketing | carney.wiki” +304 more evidence items
- No JSON-LD foundhigh
“200” · “200” · “200” +147 more evidence items
- /tags/b2b-marketing/ and /categories/b2b-marketing/ share an identical title with no canonical consolidation.high
“B2B Marketing | carney.wiki” · “B2B Marketing | carney.wiki”
- /categories/marketing-operations/ and /tags/marketing-operations/ share an identical title with no canonical consolidation.high
“Marketing Operations | carney.wiki” · “Marketing Operations | carney.wiki”
- /categories/gtm-strategy/ and /tags/gtm-strategy/ share an identical title with no canonical consolidation.high
“GTM Strategy | carney.wiki” · “GTM Strategy | carney.wiki”
- /tags/enablement/ and /series/enablement/ share an identical title with no canonical consolidation.high
“Enablement | carney.wiki” · “Enablement | carney.wiki”
- /tags/enablement/ and /categories/enablement/ share an identical title with no canonical consolidation.high
“Enablement | carney.wiki” · “Enablement | carney.wiki”
- /series/enablement/ and /categories/enablement/ share an identical title with no canonical consolidation.high
“Enablement | carney.wiki” · “Enablement | carney.wiki”
- Internal link counts (fact): 1978 internal links observed across 150 pages.info
“/” · “/about/” · “/projects/” +1975 more evidence items
Credibility
unscored
- Outbound links reference 64 distinct hosts (63 independent, 1 social/self).info
“https://cal.com/bill-carney/60min” · “https://clients.carney.wiki/” · “https://amzn.to/4bKdyte” +61 more evidence items
Path friction
base 3
Scored on published structure; form delivery and end-to-end paths were not tested.
- Form census: 0 forms, max 0 fields, 0 pre-checked boxes.info
“200”
Mechanics
median timing 53ms <= 600ms, no broken links
Timings are our own measurements, not field data; behavior was not tested.
- 0 broken of 147 checkedinfo
“/” · “/about/” · “/projects/” +17 more evidence items
- Our measurement of page response times found a median of 53ms and a max of 195ms across 150 pages.info
“47” · “56” · “54” +147 more evidence items
Freshness
2 of 3 freshness signals: copyright year 2026 matches current year; newest lastmod 2026-08-17T00:00:00+00:00 within 90 days
- Freshness signals: copyright year 2026, newest sitemap lastmod 2026-08-17T00:00:00+00:00, newest datePublished unknown.info
“carney.wikiAbout Projects Offers Insights Book a conversation Search the siteSearch posts, pages, and projects. Search the site Start typing to search.TopicAI CriticInsights and notes grouped by this theme.B2B Marketing Aug 17, 2026I Asked…” · “2026-08-17T00:00:00+00:00”
Unmeasured
What we don’t test—and what each would need
An honest gap is more useful than a confident guess. None of these are estimated.
| What | Needs |
|---|---|
| Form submission and delivery | A real submission and access to the receiving system |
| Anything requiring JavaScript execution | A real browser session |
| End-to-end conversion paths | Analytics or CRM access |
| Field Core Web Vitals | A field-data source such as CrUX |