Real ChatGPT answer · index seed5npRQ2HcAh0completeMarketing and advertising · AI search and generative engine optimizationcommercial
Are there hidden costs when implementing AI for B2B lead generation, and which platform offers the lowest cost per acquired lead right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there hidden costs when implementing AI for B2B lead generation, and which platform offers the lowest cost per acquired lead right now?
1 real search · 1 real-search pass
2026 AI B2B lead generation platforms pricing Apollo Clay Instantly Smartlead cost per qualified lead comparisonGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
2026 AI B2B lead generation platforms pricing Apollo Clay Instantly Smartlead cost per qualified lead comparison Google ↗
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