Real ChatGPT answer · index seed8HroUGsEEu0completeMarketing and advertising · local marketinginformational

What is the actual return on investment for local PPC ads compared to spending that same money on Google Business Profile optimization

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the actual return on investment for local PPC ads compared to spending that same money on Google Business Profile optimization
3 real searches · 1 real-search pass
Google Ads local services average cost per lead 2025 benchmarks WordStream local businessGoogle ↗
OBSERVEDComparison
Google Business Profile optimization local search visibility calls conversions study Google local ranking factors 2025Google ↗
OBSERVEDReason
Google Ads ROI small business local service businesses conversion rate cost per lead benchmark 2025Google ↗
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 (3)
Short factOther / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / 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
Google Ads local services average cost per lead 2025 benchmarks WordStream local business Google ↗
Google Business Profile optimization local search visibility calls conversions study Google local ranking factors 2025 Google ↗
Google Ads ROI small business local service businesses conversion rate cost per lead benchmark 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Ads local services average cost per lead 2025 benchmarks WordStream local business
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Business Profile optimization local search visibility calls conversions study Google local ranking factors 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Ads ROI small business local service businesses conversion rate cost per lead benchmark 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1