Real ChatGPT answer · index seedGY1yNZsVckocompleteMarketing and advertising · content marketingcommercial
Looking for the best AI tools and strategies specifically for optimizing long-form content for ChatGPT and other LLM citation engines.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the best AI tools and strategies specifically for optimizing long-form content for ChatGPT and other LLM citation engines.
4 real searches · 1 real-search pass
best generative engine optimization GEO tools 2026 AI citation tracking platforms Profound Peec AI Otterly ScrunchGoogle ↗
OBSERVEDComparison
ChatGPT search publisher content citations crawling robots.txt OAI-SearchBot documentationGoogle ↗
OBSERVEDOther / navigational
Google AI Overviews content guidance structured data helpful content documentation 2026Google ↗
OBSERVEDOther / navigational
Perplexity publisher crawler PerplexityBot documentation citations publishersGoogle ↗
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
best generative engine optimization GEO tools 2026 AI citation tracking platforms Profound Peec AI Otterly Scrunch Google ↗
ChatGPT search publisher content citations crawling robots.txt OAI-SearchBot documentation Google ↗
Google AI Overviews content guidance structured data helpful content documentation 2026 Google ↗
Perplexity publisher crawler PerplexityBot documentation citations publishers Google ↗
- Profound · tryprofound.com
- Peec AI · peec.ai
- Otterly.AI · otterly.ai
- Scrunch · scrunch.com
- Semrush · semrush.com
- The 9 Best Generative Engine Optimization (GEO) Tools of 2026 · semrush.com
- Best Generative Engine Optimization Tools (2026) · byalkali.com
- Best GEO and AI Search Optimization Tools in 2026 · marketingshot.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Overview of OpenAI Crawlers · developers.openai.com
- Publishers and Developers - FAQ · help.openai.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best generative engine optimization GEO tools 2026 AI citation tracking platforms Profound Peec AI Otterly Scrunch OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ChatGPT search publisher content citations crawling robots.txt OAI-SearchBot documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI Overviews content guidance structured data helpful content documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity publisher crawler PerplexityBot documentation citations publishers OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |