For Marketing & Growth Teams

Get Cited by AI.
Not Just Ranked by Google.

AI search answers are quietly replacing the blue links - being cited by ChatGPT, Claude, and Perplexity is becoming as important as ranking on Google. Governance Studio audits real AI crawler access and scores citation likelihood against research-backed criteria, alongside traditional SEO, in one run.

$399per month, flat rate
8AI crawlers checked
7dedicated AEO/SEO reports
0page content sent to the cloud

Enterprise SEO platforms weren't built for AI search (AEO).

Enterprise SEO platforms are priced the same way enterprise accessibility platforms are - annual contracts, per-domain and page-volume tiers, seat-based licensing. Most were also built before AI search existed, so AI crawler access and citation likelihood are not something they measure at all.

What marketing teams deal with today

  • Enterprise SEO platforms commonly run $25,000-$150,000+/year[1], priced per domain and page-volume tier
  • Adding a new brand or regional site means a new subscription negotiation and contract
  • Most platforms report traditional SEO signals only - no AEO coverage, so no visibility into whether AI crawlers like GPTBot or ClaudeBot can even access your pages
  • No visibility into citation likelihood - whether ChatGPT, Claude, or Perplexity would actually cite your content in an answer
  • Per-named-seat licensing means SEO, content, and marketing ops cannot all access the tool without multiplying costs

What Governance Studio does instead

  • One flat $399/month license covers every property you own - no domain limits, no per-site tiers, no page caps
  • Covers both traditional SEO and AEO in one audit - real AI crawler access for GPTBot, ClaudeBot, PerplexityBot, and 5 others, not just traditional SEO signals
  • Scores citation likelihood using a multilingual language model that runs entirely on your desktop - how likely each page is to be cited by AI engines
  • 7 dedicated AEO/SEO reports per audit, covering on-page SEO, content structure, site reliability, and E-E-A-T trust signals
  • 5 simultaneous sign-ins, each with their own login, means your whole cross-functional team can work from anywhere

Sources:

[1] Enterprise SEO platform pricing: seoClarity published tiers $30,000-$54,000/year; Conductor contract data $26,800-$500,000+/year (median ~$49,000); BrightEdge contract-analysis average ~$12,000-$127,000+/year; Botify $75,000-$400,000+/year for mid-size to enterprise sites. Figures reflect 2026 published pricing and third-party contract-data analysis; none of these vendors publish full list pricing.

Research-backed, not a black box.

Citation likelihood is scored with a real formula grounded in published research - and it's honest about which signals matter most, and which are still contested.

What actually moves the score

The two highest-weighted factors - quantitative data density and citing or quoting external sources - are drawn directly from Aggarwal et al., "GEO: Generative Engine Optimization," KDD 2024 (Princeton, Georgia Tech, Allen Institute, IIT Delhi) - described in the research as the only peer-reviewed study measuring this directly. A second factor, field-populated FAQ/Q&A schema, draws on Fischman (SSRN 2026), a 730-citation cross-platform study across ChatGPT and Gemini - with the scoring code explicitly noting this specific area is still contested (a separate large-scale Ahrefs study found no effect at all).

2
Peer-reviewed/empirical studies cited directly in the scoring formula
100
Languages the scoring extends to via the embedded model
800M
Weekly active ChatGPT users[2] - AI search is no longer a niche channel

Sources:

[2] OpenAI, reported weekly active user figures, 2026; Gartner, Gartner Survey Finds Only One-Third of Consumers Say GenAI Rivals Search Engines; Marketers Must Optimize for Both AI-Driven and Traditional Search, Gartner newsroom, 2026.

Built for the team that owns AI visibility.

In-House Marketing & Growth Teams

Heads of SEO, content, and digital marketing who need to know whether AI engines can crawl, understand, and cite your content - across every property in the portfolio, not just the flagship site.

Digital Marketing & SEO Agencies

Adding AI search readiness to your service line. Sell AEO/SEO audits - 7 dedicated reports per client - without licensing a separate enterprise SEO platform.

One license. Every AEO/SEO report. No per-page fees.

A single flat price covers unlimited AEO/SEO audits across every property you own - and includes the full WCAG audit and Site Health tools in the same license, not a separate add-on.

$399/ month

$4,450 billed annually - or month-to-month at $399

  • Unlimited properties - no domain or site cap
  • Unlimited pages - no volume tiers or overages
  • Unlimited audit runs - scan as often as needed
  • 5 simultaneous sign-ins, each with their own login
  • AI & Search Readiness (AEO/SEO) - 7 dedicated reports, 8 AI crawler checks
  • Research-backed citation scoring
  • Traditional SEO checks included alongside AEO
  • Also included: full WCAG 2.2 AA audit - 11 report formats, VPAT® generation
  • Also included: Site Health tools - broken links, regex, meta, images
  • Localhost, staging & authenticated-page scanning
  • 7-day free trial - no credit card required

Things marketing teams ask us.

Most enterprise SEO platforms were built before AI search existed, so they don't check AI crawler access or citation likelihood at all - the two things that determine whether ChatGPT, Claude, or Perplexity will ever surface your content. Governance Studio runs alongside your existing SEO stack and adds that missing AEO layer: 7 dedicated reports per audit covering AI crawler access, citation likelihood, content structure, and E-E-A-T trust signals, scored locally with no page content sent to a third-party cloud.
Citation scoring itself is a transparent, rule-based formula grounded in published research - not an AI judgment call. The embedded model's real job is narrower: it extends the same rule-based detectors to work correctly on non-English and non-Latin-script sites, where plain-English keyword matching would otherwise detect nothing. It runs fully offline, with no page content ever transmitted anywhere.
Your whole team can be provisioned - 5 people can work simultaneously, each with their own login, at one flat monthly rate. No per-seat counting as your team grows, and no separate contract negotiation to add a new brand or regional site.
The 8 tracked crawlers cover OpenAI (GPTBot), Anthropic (ClaudeBot and the alternate anthropic-ai user-agent), Perplexity, Google's Gemini/Bard training crawler (Google-Extended), Amazon (Amazonbot), Common Crawl (CCBot, which feeds many third-party models), and Cohere - the current major AI crawler landscape, reviewed as new bots become relevant.

See your own AI crawler access score.

Download the app, create your free trial account, and run a real AEO/SEO audit on one of your own properties. No call required.

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