Real ChatGPT answer · index seedsjWH9UCHA44completeMarketing and advertising · marketing agenciescommercial

How has the recent economic shift changed the average customer acquisition cost for B2B lead generation agencies?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How has the recent economic shift changed the average customer acquisition cost for B2B lead generation agencies?
2 real searches · 1 real-search pass
2025 2026 B2B customer acquisition cost trends agency lead generation cost per lead economic uncertainty benchmarksGoogle ↗
OBSERVEDReason
B2B CAC benchmark 2025 customer acquisition cost sales marketing benchmark report payback sales cycleGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
2025 2026 B2B customer acquisition cost trends agency lead generation cost per lead economic uncertainty benchmarks Google ↗
B2B CAC benchmark 2025 customer acquisition cost sales marketing benchmark report payback sales cycle Google ↗
  1. Average Cost Per Lead by Industry – 2026 · firstpagesage.com
  2. 2026 B2B Paid Media Benchmark Report · cpanel.metadata.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 B2B customer acquisition cost trends agency lead generation cost per lead economic uncertainty benchmarks
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
B2B CAC benchmark 2025 customer acquisition cost sales marketing benchmark report payback sales cycle
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1