Real ChatGPT answer · index seedjiLnvZpevgwcompleteMarketing and advertising · AI search and generative engine optimizationhowto
What is the current methodology for auditing a B2B SaaS website to ensure maximum visibility in ChatGPT and Perplexity citations?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current methodology for auditing a B2B SaaS website to ensure maximum visibility in ChatGPT and Perplexity citations?
4 real searches · 1 real-search pass
2026 current ChatGPT search publisher crawling OAI-SearchBot documentation citations website optimizationGoogle ↗
OBSERVEDOther / navigational
2026 Perplexity crawler PerplexityBot publisher documentation citations search ranking sourcesGoogle ↗
OBSERVEDOther / navigational
2025 2026 generative engine optimization research citation visibility methodology GEO paperGoogle ↗
OBSERVEDReason
B2B SaaS generative engine optimization AI search visibility audit methodology citation trackingGoogle ↗
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
2026 current ChatGPT search publisher crawling OAI-SearchBot documentation citations website optimization Google ↗
2026 Perplexity crawler PerplexityBot publisher documentation citations search ranking sources Google ↗
2025 2026 generative engine optimization research citation visibility methodology GEO paper Google ↗
B2B SaaS generative engine optimization AI search visibility audit methodology citation tracking Google ↗
- Optimizing Visibility in Generative Engines A Critical Survey of Generative Engine Optimization by Olivier Martinez :: SSRN · papers.ssrn.com
- GEO starts with the question, not the answer · axios.com
- Overview of OpenAI Crawlers · developers.openai.com
- GEO: Generative Engine Optimization · collaborate.princeton.edu
- Architecting and Evaluating an AI-First Search API · perplexity.ai
- [2606.20065] Generative Engine Optimization at Scale: Measuring Brand Visibility Across AI Search Engines · doi.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current ChatGPT search publisher crawling OAI-SearchBot documentation citations website optimization OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 Perplexity crawler PerplexityBot publisher documentation citations search ranking sources OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2025 2026 generative engine optimization research citation visibility methodology GEO paper OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
B2B SaaS generative engine optimization AI search visibility audit methodology citation tracking OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |