Real ChatGPT answer · index seedSi8xqIgiw4kcompleteMarketing and advertising · local marketinginformational
What do recent consumer behavior studies suggest about the optimal response time for diffusing a negative review on Google Business Profile to protect local conversion rates?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent consumer behavior studies suggest about the optimal response time for diffusing a negative review on Google Business Profile to protect local conversion rates?
2 real searches · 1 real-search pass
recent consumer behavior studies 2025 online reviews business response time negative review response speed conversion rates Google Business ProfileGoogle ↗
OBSERVEDReason
consumer survey response time negative online reviews business response within 24 hours conversion purchase likelihood local business reviews 2024 2025Google ↗
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)
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
recent consumer behavior studies 2025 online reviews business response time negative review response speed conversion rates Google Business Profile Google ↗
consumer survey response time negative online reviews business response within 24 hours conversion purchase likelihood local business reviews 2024 2025 Google ↗
- LCRS 2026: Study Shows Reviews Matter More Than Ever · brightlocal.com
- The State of Google Reviews · soci.ai
- Local Consumer Review Survey · brightlocal.com
- The power of C2C interactions: Effect of customer responses to online reviews on subsequent ratings · sciencedirect.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
recent consumer behavior studies 2025 online reviews business response time negative review response speed conversion rates Google Business Profile OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
consumer survey response time negative online reviews business response within 24 hours conversion purchase likelihood local business reviews 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |