Real ChatGPT answer · index seedOMlUSjWcaoEcompleteMarketing and advertising · local marketinginformational

Are there free tools I can use to ask my happy HVAC clients for Google reviews automatically via text message?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there free tools I can use to ask my happy HVAC clients for Google reviews automatically via text message?
3 real searches · 1 real-search pass
free automated Google review request SMS tools HVAC small business free plan pricing 2026 NiceJob Podium Birdeye JobberGoogle ↗
OBSERVEDOther / navigational
Google review request SMS automation free software HVAC contractor review management pricing 2026Google ↗
OBSERVEDOther / navigational
Google Maps user contributed content fake engagement policy incentivized reviews review gatingGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
free automated Google review request SMS tools HVAC small business free plan pricing 2026 NiceJob Podium Birdeye Jobber Google ↗
Google review request SMS automation free software HVAC contractor review management pricing 2026 Google ↗
Google Maps user contributed content fake engagement policy incentivized reviews review gating Google ↗
  1. Visit SendAReview · sendareview.com
  2. Visit Weiver · getweiver.com
  3. Prohibited and restricted content · support.google.com
  4. Visit Nudge · nudge.reviews
  5. Best review request tools for contractors (2026 comparison) · pikwize.com
  6. Review Request Automation for Contractors · brix.so
  7. Visit NiceJob · nicejob.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
free automated Google review request SMS tools HVAC small business free plan pricing 2026 NiceJob Podium Birdeye Jobber
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google review request SMS automation free software HVAC contractor review management pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Maps user contributed content fake engagement policy incentivized reviews review gating
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1