Real ChatGPT answer · index seedRomiAa9xJMMcompleteMarketing and advertising · marketing agenciescomparison

What formulas or frameworks are working best right now for writing high converting ad copy on Google Search for local plumbing services?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What formulas or frameworks are working best right now for writing high converting ad copy on Google Search for local plumbing services?
2 real searches · 1 real-search pass
Google Ads responsive search ads best practices headlines descriptions assets ad strength official Google Ads 2026Google ↗
OBSERVEDOther / navigational
local plumbing Google Search ads conversion copy emergency plumber landing page best practices call assets local servicesGoogle ↗
OBSERVEDInstruction

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%ComparisonConsequenceReasonDefinitionInstruction50%Yes / 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 responsive search ads best practices headlines descriptions assets ad strength official Google Ads 2026 Google ↗
local plumbing Google Search ads conversion copy emergency plumber landing page best practices call assets local services Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Ads responsive search ads best practices headlines descriptions assets ad strength official Google Ads 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
local plumbing Google Search ads conversion copy emergency plumber landing page best practices call assets local services
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1