Real ChatGPT answer · index seedn3wxnLqqYhwcompleteMarketing and advertising · ad platformsbrand

How does the cost per acquisition on Google Ads compare to what I was paying ten years ago in traditional yellow pages

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the cost per acquisition on Google Ads compare to what I was paying ten years ago in traditional yellow pages
2 real searches · 1 real-search pass
Google Ads average cost per lead benchmark 2025 2026 industry average cost per lead WordStreamGoogle ↗
OBSERVEDOther / navigational
Yellow Pages print advertising cost per month 2016 business directory advertising cost historicalGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
Google Ads average cost per lead benchmark 2025 2026 industry average cost per lead WordStream Google ↗
Yellow Pages print advertising cost per month 2016 business directory advertising cost historical Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Ads average cost per lead benchmark 2025 2026 industry average cost per lead WordStream
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Yellow Pages print advertising cost per month 2016 business directory advertising cost historical
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1