Real ChatGPT answer · index seedXhihcfvtMDUcompleteMarketing and advertising · local marketingbrand

How much should a local HVAC company expect to spend on Google PPC ads per month in a competitive market like Los Angeles to get a positive ROI?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much should a local HVAC company expect to spend on Google PPC ads per month in a competitive market like Los Angeles to get a positive ROI?
4 real searches · 1 real-search pass
Google Ads HVAC industry benchmarks cost per lead 2026 Los AngelesGoogle ↗
OBSERVEDOther / navigational
Los Angeles HVAC Google Ads cost per click cost per lead benchmark 2025 2026Google ↗
OBSERVEDOther / navigational
HVAC Google Ads average cost per lead conversion rate benchmark 2025Google ↗
OBSERVEDConsequence
2026 Los Angeles HVAC Google Ads cost per click cost per lead benchmark HVAC PPCGoogle ↗
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 (4)
Short factOther / navigational50%ComparisonConsequence25%Reason25%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
Google Ads HVAC industry benchmarks cost per lead 2026 Los Angeles Google ↗
Los Angeles HVAC Google Ads cost per click cost per lead benchmark 2025 2026 Google ↗
HVAC Google Ads average cost per lead conversion rate benchmark 2025 Google ↗
2026 Los Angeles HVAC Google Ads cost per click cost per lead benchmark HVAC PPC Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Ads HVAC industry benchmarks cost per lead 2026 Los Angeles
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Los Angeles HVAC Google Ads cost per click cost per lead benchmark 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
HVAC Google Ads average cost per lead conversion rate benchmark 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 Los Angeles HVAC Google Ads cost per click cost per lead benchmark HVAC PPC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1