Real ChatGPT answer · index seedITqPUXe3OIMcompleteMarketing and advertising · SEOinformational

Are local service ads better than traditional organic SEO for a brand new plumbing business operating in Austin?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are local service ads better than traditional organic SEO for a brand new plumbing business operating in Austin?
3 real searches · 1 real-search pass
Google Local Services Ads plumbing business eligibility screening verification pay per lead Google officialGoogle ↗
OBSERVEDOther / navigational
Austin TX plumbing SEO competition local search Google Local Services Ads plumbing marketing 2026Google ↗
OBSERVEDComparison
Google Business Profile local ranking factors relevance distance prominence official SEOGoogle ↗
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 / navigational33%Comparison33%ConsequenceReason33%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 Local Services Ads plumbing business eligibility screening verification pay per lead Google official Google ↗
Austin TX plumbing SEO competition local search Google Local Services Ads plumbing marketing 2026 Google ↗
Google Business Profile local ranking factors relevance distance prominence official SEO Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Local Services Ads plumbing business eligibility screening verification pay per lead Google official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Austin TX plumbing SEO competition local search Google Local Services Ads plumbing marketing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Business Profile local ranking factors relevance distance prominence official SEO
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1