Real ChatGPT answer · index seedEnQP66c1bk4completeMarketing and advertising · AI search and generative engine optimizationinformational
can someone explain how b2b lead generation actually works through generative search engines like chatgpt and perplexity for a saas startup
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
can someone explain how b2b lead generation actually works through generative search engines like chatgpt and perplexity for a saas startup
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
B2B SaaS generative engine optimization GEO AEO how ChatGPT Perplexity cite websites recommendations lead generation 2025 2026 Google ↗
OpenAI ChatGPT search publisher content citations website discovery documentation Google ↗
- Searching the web with ChatGPT · help.openai.com
- Web search · developers.openai.com
- GEO starts with the question, not the answer · axios.com
- GEO for B2B SaaS: What Actually Works · getgeology.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
B2B SaaS generative engine optimization GEO AEO how ChatGPT Perplexity cite websites recommendations lead generation 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI ChatGPT search publisher content citations website discovery documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |