Real ChatGPT answer · index seed5GWQOICr5lMcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
We need recommendations for AI search optimization tools that can audit our entire site architecture for generative engine readiness.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need recommendations for AI search optimization tools that can audit our entire site architecture for generative engine readiness.
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
best enterprise generative engine optimization GEO tools sitewide technical audit website architecture AI search readiness 2026 Google ↗
Profound Scrunch AI Peec AI Otterly AI GEO platform technical website audit crawling architecture features Google ↗
- Scrunch | How-to guides - How to audit your website for AI search · scrunch.com
- Scrunch | How-to guides - How to identify website optimization opportunities for AI search · scrunch.com
- Scrunch AI website · scrunch.com
- How does Site Audit work? · semrush.com
- AI Search Health in Site Audit · semrush.com
- Fix technical SEO issues · semrush.com
- Semrush website · semrush.com
- AI Search Optimization: Audit, Fix, Get Cited in ChatGPT & More · otterly.ai
- GEO Audit: AI Visibility Checker for Your Site · otterly.ai
- OtterlyAI website · otterly.ai
- The 7 Best Generative Engine Optimization (GEO) Tools for Enterprise in 2026 · primacy.com
- The 10 best generative engine optimization tools for enterprise teams · theanswersignal.com
- Best Generative Engine Optimization (GEO) Tools · foglift.io
- Profound website · profound.ai
- AthenaHQ website · athenahq.ai
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best enterprise generative engine optimization GEO tools sitewide technical audit website architecture AI search readiness 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Profound Scrunch AI Peec AI Otterly AI GEO platform technical website audit crawling architecture features OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |