Real ChatGPT answer · index seedt36hYi6wPKccompleteMarketing and advertising · local marketinginformational

How can our local HVAC company leverage automated Yelp review requests through our CRM without triggering spam filters or violating platform rules?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How can our local HVAC company leverage automated Yelp review requests through our CRM without triggering spam filters or violating platform rules?
3 real searches · 1 real-search pass
Yelp official policy asking customers for reviews solicitation review requests businessesGoogle ↗
OBSERVEDReason
Yelp business support review solicitation don't ask customers for reviews officialGoogle ↗
OBSERVEDOther / navigational
FTC CAN-SPAM Act compliance business email text message marketing consent officialGoogle ↗
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
Yelp official policy asking customers for reviews solicitation review requests businesses Google ↗
Yelp business support review solicitation don't ask customers for reviews official Google ↗
FTC CAN-SPAM Act compliance business email text message marketing consent official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Yelp official policy asking customers for reviews solicitation review requests businesses
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Yelp business support review solicitation don't ask customers for reviews official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
FTC CAN-SPAM Act compliance business email text message marketing consent official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1