Which backlink analysis platforms provide the most accurate toxic link identification to prevent manual actions under current spam brain algorithms?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which backlink analysis platforms provide the most accurate toxic link identification to prevent manual actions under current spam brain algorithms?
1 real search · 1 real-search pass
2026 Google SpamBrain link spam systems disavow links Google Search Central toxic backlinks tools Ahrefs Semrush Majestic SE Ranking comparisonGoogle ↗
OBSERVEDComparison
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)
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
2026 Google SpamBrain link spam systems disavow links Google Search Central toxic backlinks tools Ahrefs Semrush Majestic SE Ranking comparison Google ↗
- How does Backlink Audit Tool work? · semrush.com
- Auditing Your Backlinks · semrush.com
- Does Ahrefs provide an accurate way to detect toxic or manipulative backlinks? · help.ahrefs.com
- Does Ahrefs have a spam score, or something similar? · help.ahrefs.com
- Ahrefs Site Explorer · ahrefs.com
- Majestic website · majestic.com
- Moz Link Explorer · moz.com
- SE Ranking website · seranking.com
- Disavow links to your site · support.google.com
- Google's Disavow Links documentation · support.google.com