Real ChatGPT answer · index seed8Tpt7VmLrpYcompleteMarketing and advertising · AI search and generative engine optimizationinformational

How can our small marketing team generate qualified B2B leads directly from AI-driven answer engines this week?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can our small marketing team generate qualified B2B leads directly from AI-driven answer engines this week?
3 real searches · 1 real-search pass
2026 generative engine optimization B2B lead generation answer engines research best practices citations AI search visibilityGoogle ↗
OBSERVEDOther / navigational
OpenAI ChatGPT search publishers website visibility citations documentationGoogle ↗
OBSERVEDOther / navigational
Google Search Central AI features guidance content creators AI Overviews 2026Google ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
2026 generative engine optimization B2B lead generation answer engines research best practices citations AI search visibility Google ↗
OpenAI ChatGPT search publishers website visibility citations documentation Google ↗
Google Search Central AI features guidance content creators AI Overviews 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 generative engine optimization B2B lead generation answer engines research best practices citations AI search visibility
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI ChatGPT search publishers website visibility citations documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Central AI features guidance content creators AI Overviews 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1