Real ChatGPT answer · index seedlS6HJV0ojwocompleteMarketing and advertising · SEOinformational

Which competitor backlink analysis tools currently provide the most accurate toxic link identification for a client recovering from a manual penalty?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which competitor backlink analysis tools currently provide the most accurate toxic link identification for a client recovering from a manual penalty?
3 real searches · 1 real-search pass
2026 best backlink audit tools toxic backlinks identification accuracy Ahrefs Semrush Majestic LinkResearchTools manual penalty recoveryGoogle ↗
OBSERVEDComparison
LinkResearchTools Detox tool link risk analysis methodology link audits officialGoogle ↗
OBSERVEDOther / navigational
Google Search Console manual action unnatural links disavow documentationGoogle ↗
OBSERVEDInstruction

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 factOther / navigational33%Comparison33%ConsequenceReasonDefinitionInstruction33%Yes / 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
2026 best backlink audit tools toxic backlinks identification accuracy Ahrefs Semrush Majestic LinkResearchTools manual penalty recovery Google ↗
LinkResearchTools Detox tool link risk analysis methodology link audits official Google ↗
Google Search Console manual action unnatural links disavow documentation Google ↗
  1. Link Detox Risk · smart.linkresearchtools.com
  2. What does Link Detox mean? · smart.linkresearchtools.com
  3. What is LRT? · smart.linkresearchtools.com
  4. LinkResearchTools · linkresearchtools.com
  5. Semrush · semrush.com
  6. Does Ahrefs provide an accurate way to detect toxic or manipulative backlinks? · help.ahrefs.com
  7. Backlink Audit Tools Compared: Which One Fits Your Workflow · backlinktower.com
  8. Ahrefs · ahrefs.com
  9. Majestic · majestic.com
  10. Moz Pro · moz.com
  11. Manual actions report · support.google.com
  12. Disavow links to your site · support.google.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best backlink audit tools toxic backlinks identification accuracy Ahrefs Semrush Majestic LinkResearchTools manual penalty recovery
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
LinkResearchTools Detox tool link risk analysis methodology link audits official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Search Console manual action unnatural links disavow documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1