Real ChatGPT answer · index seedTgywhy2Wu7kcompleteMarketing and advertising · local marketingcommercial

Looking for the best reputation management software that automates Google and Yelp review requests via SMS without violating current platform terms of service.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for the best reputation management software that automates Google and Yelp review requests via SMS without violating current platform terms of service.
3 real searches · 1 real-search pass
Google Maps user contributed content policy fake engagement selectively solicit positive reviews review gating officialGoogle ↗
OBSERVEDOther / navigational
Yelp policy businesses ask customers for reviews solicitation official supportGoogle ↗
OBSERVEDReason
best reputation management software SMS review requests Google Yelp Birdeye Podium NiceJob GatherUp Grade.us 2026Google ↗
OBSERVEDOther / navigational

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 / navigational67%ComparisonConsequenceReason33%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 Maps user contributed content policy fake engagement selectively solicit positive reviews review gating official Google ↗
Yelp policy businesses ask customers for reviews solicitation official support Google ↗
best reputation management software SMS review requests Google Yelp Birdeye Podium NiceJob GatherUp Grade.us 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Maps user contributed content policy fake engagement selectively solicit positive reviews review gating official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Yelp policy businesses ask customers for reviews solicitation official support
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
best reputation management software SMS review requests Google Yelp Birdeye Podium NiceJob GatherUp Grade.us 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1