Real ChatGPT answer · index seedmYvDjh4yKY8completeMarketing and advertising · local marketingcomparison

What is the real cost breakdown of running Local Service Ads versus traditional Google Search ads for a local HVAC repair business?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the real cost breakdown of running Local Service Ads versus traditional Google Search ads for a local HVAC repair business?
3 real searches · 1 real-search pass
2026 HVAC Local Services Ads cost per lead HVAC Google Search Ads average CPC cost benchmarks United StatesGoogle ↗
OBSERVEDReason
Google Local Services Ads HVAC charged per lead disputes budget bidding official GoogleGoogle ↗
OBSERVEDReason
Google Ads search campaign average cost per click HVAC heating air conditioning 2025 2026Google ↗
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 (3)
Short factOther / navigationalComparisonConsequenceReason100%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
2026 HVAC Local Services Ads cost per lead HVAC Google Search Ads average CPC cost benchmarks United States Google ↗
Google Local Services Ads HVAC charged per lead disputes budget bidding official Google Google ↗
Google Ads search campaign average cost per click HVAC heating air conditioning 2025 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 HVAC Local Services Ads cost per lead HVAC Google Search Ads average CPC cost benchmarks United States
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Local Services Ads HVAC charged per lead disputes budget bidding official Google
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Ads search campaign average cost per click HVAC heating air conditioning 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1