GEO Content Optimizer rebuilds your existing content for AI answer engines. The work: citation-worthy structure, schema coverage, speakable cssSelector targeting, AeoSummary blocks above the fold, FAQ schema, primary-source citations, and authority signals. Output: answer-engine citations in ChatGPT, Claude, Perplexity, and Google AI Overviews.
Built for operators who don't have a marketing team.
- Healthcare and clinical brands whose buyers ask AI engines before Google.
- Founders and clinicians who want to be the cited authority in their category.
- Sites with deep content libraries that earn zero AI engine citations today.
Concrete artifacts. No slide-deck strategy.
AEO baseline audit
A scan of how ChatGPT, Claude, Perplexity, and Google AI Overviews currently answer the questions your audience asks — and which competitors get cited in the answers.
Per-page AEO upgrade plan
For each priority page, the structural changes — AeoSummary block, FAQ schema, speakable selectors, citation discipline, internal linking — that put the page in the citation set.
Speakable + schema patch
Hands-on patching of speakable cssSelector arrays, FAQPage schema, Article + author identity unification, and any other schema gaps blocking citation.
AeoSummary + structure
Above-fold AeoSummary blocks, scannable H-tag structure, and the question-and-answer paragraphing that AI engines lift verbatim into responses.
Citation discipline
Primary-source citations — PubMed, government, peer-reviewed — added to the claims that need them, sequenced for AEO citation extraction.
60-day citation report
A 60-day re-scan showing where citations moved, which pages earned the lift, and the next batch of pages to optimize.
A four-step working method.
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Query map + baseline scan
A scan of 30 to 60 high-intent queries across ChatGPT, Claude, Perplexity, and AI Overviews — capturing which pages currently get cited and which competitors own the citation set.
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Page-by-page upgrade plan
For the top 10 to 20 pages, a structural plan landed inside ten business days, reviewed in a working session.
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Patch + ship
Speakable, FAQ schema, AeoSummary blocks, internal linking, and citation discipline shipped page-by-page on a weekly cadence.
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Re-scan + iterate
60-day re-scan to confirm citation lift and prioritize the next batch of pages.
Frequently asked.
Do AI engines actually drive measurable buyer behavior yet?
What is the difference between SEO and GEO/AEO?
Will this hurt my SEO?
How is performance attributed when AI engines do not pass referrer data?
Is there a healthcare-specific catch?
Bring this to your practice.
Thirty-minute discovery call with Matthew Sexton, LCSW directly. No SDR, no qualification script, no junior account executive booking the next call. You leave with a scoped engagement.