Real ChatGPT answer · index seedfOW3t5chUbYcompleteMarketing and advertising · AI search and generative engine optimizationcommercial
Can generative engine optimization actually drive bottom-line pipeline for enterprise software or is it mostly a top-of-funnel vanity metric right now
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can generative engine optimization actually drive bottom-line pipeline for enterprise software or is it mostly a top-of-funnel vanity metric right now
3 real searches · 1 real-search pass
2025 generative engine optimization B2B enterprise software pipeline revenue attribution AI search buyers studyGoogle ↗
OBSERVEDOther / navigational
2026 generative engine optimization B2B pipeline measurement AI search referral conversion enterprise softwareGoogle ↗
OBSERVEDReason
B2B buyers generative AI search vendor discovery enterprise software survey 2025Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2025 generative engine optimization B2B enterprise software pipeline revenue attribution AI search buyers study Google ↗
2026 generative engine optimization B2B pipeline measurement AI search referral conversion enterprise software Google ↗
B2B buyers generative AI search vendor discovery enterprise software survey 2025 Google ↗
- The Answer Economy: G2's 2026 AI Search Insight Report · learn.g2.com
- New G2 Research: Half of B2B Software Buyers Now Start Their Research With AI Chatbots · prnewswire.com
- How AI tools shape the B2B buying process: A survey of 600+ US business professionals · semrush.com
- B2B Buyers Make Zero-Click Buying Number One · forrester.com
- We analyzed 15.4 million B2B SaaS sessions. Here’s what we found about AI referrals · usermaven.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 generative engine optimization B2B enterprise software pipeline revenue attribution AI search buyers study OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
2026 generative engine optimization B2B pipeline measurement AI search referral conversion enterprise software OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
B2B buyers generative AI search vendor discovery enterprise software survey 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |