Real ChatGPT answer · index seedhYlfbjOvwc8completeMarketing and advertising · AI search and generative engine optimizationhowto
What steps should I take to get our SaaS product listed in the comparison tables that AI search engines frequently generate for our niche?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should I take to get our SaaS product listed in the comparison tables that AI search engines frequently generate for our niche?
4 real searches · 1 real-search pass
how AI search engines select products for SaaS comparison tables generative engine optimization research citations third party sources 2025 2026Google ↗
OBSERVEDReason
OpenAI ChatGPT search publisher content crawling recommendations OAI-SearchBot documentationGoogle ↗
OBSERVEDOther / navigational
Google AI features website content guidance AI Overviews SEO documentationGoogle ↗
OBSERVEDOther / navigational
Perplexity publisher crawler robots documentation search ranking sourcesGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
how AI search engines select products for SaaS comparison tables generative engine optimization research citations third party sources 2025 2026 Google ↗
OpenAI ChatGPT search publisher content crawling recommendations OAI-SearchBot documentation Google ↗
Google AI features website content guidance AI Overviews SEO documentation Google ↗
Perplexity publisher crawler robots documentation search ranking sources Google ↗
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.cn
- Generative Engine Optimization: How to Dominate AI Search · arxiv.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how AI search engines select products for SaaS comparison tables generative engine optimization research citations third party sources 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
OpenAI ChatGPT search publisher content crawling recommendations OAI-SearchBot documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI features website content guidance AI Overviews SEO documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity publisher crawler robots documentation search ranking sources OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |