Real ChatGPT answer · index seedMItmtEyytJscompleteMarketing and advertising · brandinginformational
How do reputation management agencies deal with negative brand reviews on Reddit and TikTok, and can a small business owner do that work themselves using free web monitoring tools?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do reputation management agencies deal with negative brand reviews on Reddit and TikTok, and can a small business owner do that work themselves using free web monitoring tools?
3 real searches · 1 real-search pass
Reddit content policy spam manipulation vote manipulation business self promotion officialGoogle ↗
OBSERVEDOther / navigational
TikTok community guidelines harassment misinformation branded content business comments officialGoogle ↗
OBSERVEDReason
free web monitoring tools Google Alerts Talkwalker Alerts Reddit search TikTok Creative Center social listening 2026Google ↗
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)
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
Reddit content policy spam manipulation vote manipulation business self promotion official Google ↗
TikTok community guidelines harassment misinformation branded content business comments official Google ↗
free web monitoring tools Google Alerts Talkwalker Alerts Reddit search TikTok Creative Center social listening 2026 Google ↗
- Set up Google Alerts · google.com
- Set up F5Bot · f5bot.com
- Search Reddit · reddit.com
- Search TikTok · tiktok.com
- Create a monitoring spreadsheet · sheets.google.com
- Free Social Listening Tools: 11 Checked (2026) · nolyn.ai
- Free Social Listening Tools in 2026: Free or Just a Trial? · weirapp.io
- 7 free social listening tools compared (2026 guide) · noise.ly
- Disrupting Communities · support.reddithelp.com
- Spam · support.reddithelp.com
- support.tiktok.com · support.tiktok.com
- support.tiktok.com · support.tiktok.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Reddit content policy spam manipulation vote manipulation business self promotion official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
TikTok community guidelines harassment misinformation branded content business comments official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
free web monitoring tools Google Alerts Talkwalker Alerts Reddit search TikTok Creative Center social listening 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |