Real ChatGPT answer · index seedv8aoOs7uMOocompleteMarketing and advertising · influencer marketinginformational

How can I tell if an Instagram reel creator is buying fake comments before we spend our marketing budget on their campaign?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I tell if an Instagram reel creator is buying fake comments before we spend our marketing budget on their campaign?
1 real search · 1 real-search pass
how brands detect fake influencer engagement comments Instagram creator audit authenticity influencer marketing fraud guidelinesGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
how brands detect fake influencer engagement comments Instagram creator audit authenticity influencer marketing fraud guidelines Google ↗
  1. How do you detect comments' authenticity? · help.hypeauditor.com
  2. How HypeAuditor Protects Brands from Influencer Marketing Fraud · blog.hypeauditor.com
  3. Authentic engagement · help.hypeauditor.com
  4. Brand Safety · help-influence.later.com
  5. How to Run an Influencer Audit: Metrics and Tools Marketers Use · influencermarketinghub.com
  6. Visit HypeAuditor · hypeauditor.com
  7. Visit Modash · modash.io
  8. Visit Later · later.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how brands detect fake influencer engagement comments Instagram creator audit authenticity influencer marketing fraud guidelines
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1