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Free execution audit

Get cited where buyers ask AI.

We evaluate how AI engines answer questions in your category, where you are cited, and which content changes improve coverage.

What's includedGet a free execution audit
Acme / GEO / AI search
Live
Prompts tracked
142
Engines
5
Citations, 30d
+23
Citation share"best soc 2 software"
Perplexity24%
ChatGPT18%
Claude15%
Gemini13%
Google AI Overviews11%

Illustrative client data.

What's included.

Answer coverage, citation tracking, opportunity reports, recommendations.

Answer coverage

How ChatGPT, Claude, Perplexity, Gemini, and AI Overviews answer the questions in your category.

Citation tracking

Which of your pages are cited, how often, and against which competitors.

Content changes

Structure, facts, and sources adjusted so AI engines can quote your pages accurately.

Coverage reporting

Citation share tracked over time and tied to the changes that moved it.

How it runs.

Each step has an owner. Automated steps are checked by the people responsible for them.

Track
Automated

Prompts in your category run daily across five engines.

Analyze
Your strategist

Gaps and competitor citations are reviewed.

Change
Our content team

Content and schema are updated for quotability.

Measure
Automated

Citation share is compared before and after.

What you get.

Prompt and answer tracking
Citation share reports
Opportunity reports
Content recommendations
Monthly GEO review
Works with your stack
WordPress
Webflow
Sanity
Shopify
GitHub
Vercel
Search Console
GA4
Ahrefs

Highlighted: used by GEO / AI search.

Questions

ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

The work overlaps. We run both from one backlog so changes help rankings and citations together.

Some engines reflect updates within weeks. We report on a 28-day window per change so you can see which updates moved which engine.

We run a fixed set of prompts for your category every day across the engines and record which sources are cited. Share is your citations divided by all citations.

No one can. AI engines choose their sources independently. We improve the facts, structure, and sources on your pages and measure what changes.

A prioritized backlog for your site, effort estimates for each item, and what we would ship first. It uses read-only access, requires no contract, and a strategist emails the findings.

AI Overview citations by page typeSample data
Study · IX-010
Which page types AI Overviews quote in B2B software queries
Other services
ResearchContentTechnical SEOImplementationPerformanceMigrations

Which prompts mention you.

A fixed set of prompts runs every day across five engines. Each cell shows whether your pages are cited.

ChatGPTClaudePerplexityGeminiAI Overviews
best soc 2 software
vanta vs drata
soc 2 checklist
how long is soc 2 type ii
soc 2 cost for startups
iso 27001 vs soc 2
Not citedCited often

Illustrative data.

Citation share by engine.

Share of citations in your category that point to your pages, measured over the same prompt set.

Citation share, last 28 daysShare of citations
Perplexity24%
ChatGPT18%
Claude15%
Gemini13%
AI Overviews11%
Engines differ
Each engine picks different sources, so the same page can be cited often in one and never in another.
Rankings still matter
Engines that browse the web start from a search, so pages that do not rank are rarely considered.
Measured, not guessed
The prompt set stays fixed, so changes in share come from changes in the answers.

Illustrative data.

Share rises with the changes shipped.

Each content or schema change is marked, and citation share is compared before and after.

Citation share, weeklyIllustrative
First content changes
Comparison pages live
Week 1Week 8Week 16Week 24

Illustrative data.

See your first 30 days of execution.

A free execution audit: your prioritized backlog, effort estimates, and what we'd ship first. Read-only access, no contract.

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