Real ChatGPT answer · index seedl7ULXitLCP4completeMarketing and advertising · local marketingcomparison

What is the absolute best way to ask recent customers for reviews today without annoying them or getting flagged?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the absolute best way to ask recent customers for reviews today without annoying them or getting flagged?
2 real searches · 1 real-search pass
Google Maps user contributed content policy fake engagement review solicitation incentives selectively solicit positive reviews officialGoogle ↗
OBSERVEDYes / no
FTC consumer reviews testimonials rule incentives review suppression official 2024Google ↗
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 / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / no50%

Classes come from the query-classifier (a local Laya model). 1 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 Maps user contributed content policy fake engagement review solicitation incentives selectively solicit positive reviews official Google ↗
FTC consumer reviews testimonials rule incentives review suppression official 2024 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Maps user contributed content policy fake engagement review solicitation incentives selectively solicit positive reviews official
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
FTC consumer reviews testimonials rule incentives review suppression official 2024
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1