Real ChatGPT answer · index seedxlkKjmpSazAcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

Are there any case studies showing successful B2B lead generation campaigns run entirely through AI search platforms and conversational answers?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any case studies showing successful B2B lead generation campaigns run entirely through AI search platforms and conversational answers?
4 real searches · 1 real-search pass
B2B case study leads ChatGPT Perplexity AI search generated leads case study SaaSGoogle ↗
OBSERVEDReason
B2B generative engine optimization case study inbound leads ChatGPT conversionsGoogle ↗
OBSERVEDReason
AI search referral traffic leads case study B2B company Perplexity ChatGPTGoogle ↗
OBSERVEDReason
B2B company case study ChatGPT search leads pipeline AI visibility conversionsGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence25%Reason75%DefinitionInstructionYes / no

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
B2B case study leads ChatGPT Perplexity AI search generated leads case study SaaS Google ↗
B2B generative engine optimization case study inbound leads ChatGPT conversions Google ↗
AI search referral traffic leads case study B2B company Perplexity ChatGPT Google ↗
B2B company case study ChatGPT search leads pipeline AI visibility conversions Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
B2B case study leads ChatGPT Perplexity AI search generated leads case study SaaS
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
B2B generative engine optimization case study inbound leads ChatGPT conversions
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
AI search referral traffic leads case study B2B company Perplexity ChatGPT
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
B2B company case study ChatGPT search leads pipeline AI visibility conversions
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1