Real ChatGPT answer · index seedYkod981xUMgcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Which companies provide the most accurate AI search visibility audits for small business websites struggling with traffic declines
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which companies provide the most accurate AI search visibility audits for small business websites struggling with traffic declines
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
AI search visibility monitoring tools small business audit Profound Scrunch Otterly Peec AI features pricing 2026 Google ↗
independent review accuracy AI search visibility tracking tools citation monitoring methodology benchmark Google ↗
- Semrush pricing and features · semrush.com
- Otterly.AI website · otterly.ai
- Peec AI website · peec.ai
- Scrunch AI website · scrunch.com
- Profound website · tryprofound.com
- Best AI search visibility tools in 2026, compared on data reliability · pepper.inc
- Where does the data in Semrush’s AI Visibility Toolkit come from? · semrush.com
- Debug Google Search Traffic Drops | Google Search Central | Documentation | Google for Developers · developers.google.com
- Performance report (Search results): Overview and basic setup · support.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AI search visibility monitoring tools small business audit Profound Scrunch Otterly Peec AI features pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
independent review accuracy AI search visibility tracking tools citation monitoring methodology benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |