Real ChatGPT answer · index seedcFgp2tpzvaccompleteMarketing and advertising · local marketingcomparison

Birdeye vs Podium for my local auto repair shop in Austin since I need to fix our online ratings by this afternoon.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Birdeye vs Podium for my local auto repair shop in Austin since I need to fix our online ratings by this afternoon.
2 real searches · 1 real-search pass
Birdeye Podium review management platform pricing features 2026 auto repair shop comparisonGoogle ↗
OBSERVEDComparison
Birdeye vs Podium 2026 auto repair review management pricing features Google reviews SMS officialGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Birdeye Podium review management platform pricing features 2026 auto repair shop comparison Google ↗
Birdeye vs Podium 2026 auto repair review management pricing features Google reviews SMS official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Birdeye Podium review management platform pricing features 2026 auto repair shop comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Birdeye vs Podium 2026 auto repair review management pricing features Google reviews SMS official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1