Poor entity clarity
Your copy mentions products, claims, and stats but never maps them to canonical entities or `sameAs` sources.
AEO/GEO optimization toolkit
Be the cited answer in AI search.
Paste a single URL and we will show you exactly how to restructure that page so ChatGPT, Claude, Perplexity, and Google AI Overviews can ingest, trust, and cite it. You get the AI Mention Scorecard, schema patches, checklist, and prompts--no monitoring noise, just optimization instructions.
- Optimize content structure. Entities, schema, answerability, and verifiability diagnosed in one scan.
- Copy/paste implementation plan. JSON-LD, evidence links, and writing cues ready for dev + content teams.
- Research-backed methodology. Built on GEO/AEO experiments with real AI chat engines.
Why your content gets ignored
ChatGPT can only cite what it can parse.
Schema drift
Schema is missing, invalid, or detached from the content block the AI is reading.
Answerability gaps
Paragraphs ramble without providing cite-able, verifiable responses to the prompts buyers actually ask.
No ingestion trail
Broken sitemaps, weak headings, and missing evidence links keep answer engines from trusting the page.
How we fix it
The AI Mention Scorecard pinpoints every structural issue.
- Entity & schema map with copy/paste JSON-LD
- Answerability edits mapped to prompts
- Evidence & ingestion checklist
- Implementation sequencing for dev + content
Inside the sample
See the AI Mention Scorecard before you buy.
Scorecard & rubric
Overall GEO readiness score plus nine rubric categories with per-signal commentary.
Schema patch kit
Copy/paste JSON-LD with entity IDs, relationships, and validation notes.
Answerability checklist
Rewrite cues, prompt coverage, and evidence gaps prioritized by impact.
Prompt pack
5 queries your buyers ask AI today with recommendations to earn the citation.
Before & after
We don't track mentions--we fix your inputs.
Before Optimization
- Paragraphs without entities or IDs
- Images with no descriptive alt text
- Claims lacking citations
- Schema referencing generic placeholders
After Optimization
- Entity graph aligned to product taxonomy
- Answer-ready copy with cite-able blocks
- Evidence + sameAs links for each claim
- Structured data tied to actual copy
Process
From crawl to implementation in three steps.
01
Crawl
We fetch the exact HTML, schema, and feeds AI engines ingest.
02
Score
9-point GEO/AEO rubric grades entities, answerability, verifiability, and ingestion.
03
Ship
You receive the AI Mention Scorecard, implementation plan, and optional consulting path.
Proof points
Optimization beats guesswork.
Need hands-on help?
We can implement every recommendation for you.
Our consulting team ships schema, rewrites content, and sets up ingestion governance so you own AI citations end-to-end.