See why AI answer engines cite your competitors before they cite you.
Prospectory audits whether ChatGPT, Claude, Gemini, Perplexity, and Google AI results can crawl, parse, trust, and cite your company. The system combines technical AEO checks with cached SEMrush and search performance signals, then turns the findings into concrete page updates for organic ranking and conversion improvement.
Portfolio audit snapshot
Last run: Jul 22, 2026, 5:32 PM
AI crawlability
Checks robots.txt, sitemap.xml, llms.txt, and major AI crawler access so answer engines can discover the pages that matter.
Answer extraction
Scores whether the page opens with a direct, quotable answer and uses headings, paragraphs, FAQs, and tables that survive model parsing.
Authority signals
Looks for authors, update dates, organization schema, breadcrumbs, trust proof, and structured data that support AI citation confidence.
Demand context
Adds cached SEMrush and search-console research so the audit points to topics, pages, and competitor gaps that can improve rankings.
Managed site assessment
This is the same scoring model we can package behind audit.prospectory.ai. Today it runs as a scheduled internal audit and uses public crawl signals plus cached SEMrush and GSC research.
| Site | Score | Failing | Warnings | Top action |
|---|---|---|---|---|
| Detectory | 72 | 6 | 1 | Fix Content Structure: Answer-first opening. |
| Auditory | 72 | 5 | 3 | Fix Content Structure: Paragraph chunking. |
| Tactical Edge | 78 | 4 | 2 | Fix AI Crawlability: llms.txt. |
| Greenway | 79 | 4 | 2 | Fix Content Structure: Paragraph chunking. |
| Connectory | 80 | 4 | 1 | Fix Content Structure: Answer-first opening. |
| Projectory | 81 | 4 | 1 | Fix Content Structure: Paragraph chunking. |
| Monitory | 85 | 3 | 1 | Fix Content Structure: Paragraph chunking. |
| Prospectory | 87 | 2 | 2 | Fix E-E-A-T Signals: Publication or update date. |
What gets fixed
The audit is designed for action, not a static score. Each finding maps to a specific page change, a source signal, and the ranking or conversion metric expected to move.
Detectory
https://detectory.ai/
- Fix Content Structure: Answer-first opening.
- Fix Content Structure: Paragraph chunking.
- Fix Schema and Structured Data: Article or FAQ schema.
Auditory
https://auditoryapp.com/
- Fix Content Structure: Paragraph chunking.
- Fix Schema and Structured Data: Article or FAQ schema.
- Fix E-E-A-T Signals: About page link.
Tactical Edge
https://www.tacticaledgeai.com/
- Fix AI Crawlability: llms.txt.
- Fix Content Structure: Paragraph chunking.
- Fix E-E-A-T Signals: Publication or update date.
Ready for audit.prospectory.ai
The scoring engine is in place for scheduled and internal runs. The public subdomain needs a hosted API worker so visitors can scan arbitrary domains without browser CORS limits.