Real ChatGPT answer · index seedGKaiBDD4y2gcompleteMarketing and advertising · influencer marketinginformational

How can I accurately detect purchased engagement and ghost followers on Instagram profiles before approving a mid-tier lifestyle creator for our upcoming Q4 skincare campaign?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I accurately detect purchased engagement and ghost followers on Instagram profiles before approving a mid-tier lifestyle creator for our upcoming Q4 skincare campaign?
3 real searches · 1 real-search pass
Instagram influencer fake followers engagement fraud audit audience authenticity detection best practices 2025 2026Google ↗
OBSERVEDReason
HypeAuditor fake followers audience quality engagement pods influencer fraud detection methodologyGoogle ↗
OBSERVEDReason
FTC influencer endorsements disclosure guidelines social media creators 2025Google ↗
OBSERVEDShort fact

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 fact33%Other / navigationalComparisonConsequenceReason67%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
Instagram influencer fake followers engagement fraud audit audience authenticity detection best practices 2025 2026 Google ↗
HypeAuditor fake followers audience quality engagement pods influencer fraud detection methodology Google ↗
FTC influencer endorsements disclosure guidelines social media creators 2025 Google ↗
  1. HypeAuditor Instagram Audit · hypeauditor.com
  2. Modash · modash.io
  3. Social Blade · socialblade.com
  4. What are Suspicious Accounts? · help.hypeauditor.com
  5. What is Quality Audience? · help.hypeauditor.com
  6. What is AQS (Audience Quality Score) and how is it calculated? · help.hypeauditor.com
  7. Authentic engagement · help.hypeauditor.com
  8. HypeAuditor fake followers detection · blog.hypeauditor.com
  9. What Are Fake Followers? · help.hypeauditor.com
  10. Disclosures 101 for Social Media Influencers · ftc.gov
  11. Disclosures 101 for Social Media Influencers · ftc.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Instagram influencer fake followers engagement fraud audit audience authenticity detection best practices 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
HypeAuditor fake followers audience quality engagement pods influencer fraud detection methodology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC influencer endorsements disclosure guidelines social media creators 2025
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1