AI answer check
We test how AI assistants describe, ignore or misunderstand your business.
free entry offer
Find out if AI, Google and Maps can recommend you.
The AI Visibility Snapshot is a compact, commercial audit built on the Citable method: diagnose who AI, Google and Maps recommend, score the missing signals, then give you the three fixes we would make first.
PriceFree
CreditApplied to sprint
two-week build£950
What you get
No bloated report. Just the fixes that matter.
Google and Maps gaps
We review service clarity, local trust, profile completeness and conversion routes.
Three fixes
You get the three highest-leverage actions to make the business easier to cite and choose.
What the free snapshot checks
The full 10-signal citation-readiness scorecard.
This is now the core Citable offer: diagnose the gaps, score the risk, fix the controllable signals first, then re-test.
Schema markup
Organization, LocalBusiness, Service, FAQ and sameAs coverage.
AI crawler access
robots.txt, sitemap and access for Google, AI crawlers and search bots.
Author / operator entity
Visible expertise, operator context and Person schema where useful.
Wikipedia readiness
Independent-source and notability assessment only — no fake Wikipedia work.
Wikidata readiness
Eligibility, source requirements and sameAs linking where appropriate.
Google entity / Knowledge Graph
Public facts, profiles, NAP consistency and source signals Google can recognise.
Content freshness
dateModified, sitemap lastmod and refresh cadence for priority pages.
Factual density
Specific services, locations, prices, timeframes, proof and constraints.
Trust-seed profiles
LinkedIn, Trustpilot, Crunchbase/ProductHunt/G2/Capterra or sector profiles.
AI-readable source layer
llms.txt, agents.md and concise source summaries for AI/search systems.
What the £950 sprint fixes
Controllable citation gaps first. Earned-entity work only when the sources exist.
- Schema, FAQ and sameAs cleanup
- Author/operator entity and Person schema
- robots.txt, sitemap, llms.txt and agents.md source-layer repair
- Factual-density rewrites for priority pages
- Trust-seed profile claim/completion checklist
- Knowledge Graph source consistency plan
- Wikipedia/Wikidata readiness review — no fake or self-authored entries
Best fit
Use this when one good enquiry is worth fixing visibility properly.
- Dental, aesthetics and private healthcare clinics
- Legal firms, accountants and financial advisers
- Architects, estate agents and property professionals
- Premium home services and specialist trades
- Consultants, tutors and wedding suppliers
Snapshot scope
The 10 citation-readiness signals we check and fix.
These are the structural signals AI engines use to decide whether a business is clear, trusted and safe to cite. The snapshot scores the gaps; the sprint fixes the fastest controllable ones first.
Schema markup
Organisation, LocalBusiness, Service, FAQ and sameAs coverage.
AI crawler access
robots.txt, sitemap and crawl permissions for major AI/search bots.
Author / operator entity
Person schema, visible operator expertise and author signals where relevant.
Wikipedia readiness
We assess notability and independent sources. We do not fake or self-author Wikipedia.
Wikidata readiness
Entity eligibility, source requirements and sameAs linking when appropriate.
Google entity / Knowledge Graph
Name, address, profiles, coverage and source consistency that help Google recognise the brand.
Content freshness
dateModified, sitemap lastmod and refresh cadence for important pages.
Factual density
Specific services, locations, prices, timeframes, source references, proof and constraints.
Trust-seed profiles
LinkedIn, Trustpilot, Crunchbase/ProductHunt/G2/Capterra or sector-relevant profiles.
AI-readable source layer
llms.txt, agents.md and concise source summaries for AI/search systems.
What the sprint can fix
Fast fixes first; earned-entity work when the sources exist.
- Schema and sameAs cleanup
- Author/operator Person schema
- robots.txt, sitemap, llms.txt and agents.md source-layer repair
- Factual-density rewrites for priority pages
- Service-page FAQs and FAQPage schema
- Trust-seed profile claim/completion checklist
- Knowledge Graph source consistency plan
- Wikipedia/Wikidata readiness review — only if notability and independent sources support it