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With all these negative Yelp reviews popping up out of nowhere for our family diner should I hire a service like NetReputation or try fixing it ourselves with tools like Widewail

ChatGPTgpt-63 queries2h ago
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
With all these negative Yelp reviews popping up out of nowhere for our family diner should I hire a service like NetReputation or try fixing it ourselves with tools like Widewail
3 real searches · 1 real-search pass
NetReputation reputation management services pricing review removal small business Yelp official policiesGoogle ↗
OBSERVEDOther / navigational
Widewail reputation management platform pricing review management features small businessGoogle ↗
OBSERVEDComparison
Yelp support report suspicious fake reviews business review recommendation software policyGoogle ↗
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 fact: wants a specific short fact: a number, date, name, place, priceShort factChatGPT real searches · Short fact: 0 of 3 queries (0%)Other / navigational: a site, brand, product, person or place with no question behind itOther / navigationalChatGPT real searches · Other / navigational: 2 of 3 queries (67%)67%Comparison: compares options or asks for the best / top / cheapestComparisonChatGPT real searches · Comparison: 1 of 3 queries (33%)33%Consequence: what happens as a result: effects, outcomesConsequenceChatGPT real searches · Consequence: 0 of 3 queries (0%)Reason: why something happens or what causes itReasonChatGPT real searches · Reason: 0 of 3 queries (0%)Definition: what something is or what a term meansDefinitionChatGPT real searches · Definition: 0 of 3 queries (0%)Instruction: how to do something: steps, a tutorial, a fixInstructionChatGPT real searches · Instruction: 0 of 3 queries (0%)Yes / no: a yes-or-no questionYes / noChatGPT real searches · Yes / no: 0 of 3 queries (0%)

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
NetReputation reputation management services pricing review removal small business Yelp official policies Google ↗
Widewail reputation management platform pricing review management features small business Google ↗
Yelp support report suspicious fake reviews business review recommendation software policy Google ↗
10 cited sources
  1. Reputation Management FAQs · www.netreputation.com
  2. NetReputation website · www.netreputation.com
  3. Widewail Pricing · www.widewail.com
  4. About Widewail · www.widewail.com
  5. Widewail website · www.widewail.com
  6. When should I report a review? | Support Center · www.yelp-support.com
  7. How do I report a review? | Support Center · yelp-sales.my.site.com
  8. Yelp for Business · biz.yelp.com
  9. How We Approach Reviews at Yelp | Support Center · yelp-sales.my.site.com
  10. What should I do if a business pressures or pays me to change or remove my negative review? | Support Center · www.yelp-support.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NetReputation reputation management services pricing review removal small business Yelp official policies
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Widewail reputation management platform pricing review management features small business
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Yelp support report suspicious fake reviews business review recommendation software policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
With all these negative Yelp reviews popping up out of nowhere for… — Query fan-out · queryfanout.com