Real ChatGPT answer · index seedNoT05e7pxLQcompleteMarketing and advertising · SEOcomparison

Break down the ROI difference for a multi-location dental practice shifting budget from traditional local service ads to hyper-local organic Google Maps SEO.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Break down the ROI difference for a multi-location dental practice shifting budget from traditional local service ads to hyper-local organic Google Maps SEO.
2 real searches · 1 real-search pass
Google Local Services Ads dental cost per lead Google local search dental benchmarks 2025 2026Google ↗
OBSERVEDComparison
Google Business Profile local ranking factors relevance distance prominence official Google documentationGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / 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 Local Services Ads dental cost per lead Google local search dental benchmarks 2025 2026 Google ↗
Google Business Profile local ranking factors relevance distance prominence official Google documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Local Services Ads dental cost per lead Google local search dental benchmarks 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Google Business Profile local ranking factors relevance distance prominence official Google documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1