Real ChatGPT answer · index seed05IIf2dFTtEcompleteMarketing and advertising · ad platformscommercial
What are people saying about the latest Ahrefs backlink audit tool updates compared to older versions for small business marketing?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are people saying about the latest Ahrefs backlink audit tool updates compared to older versions for small business marketing?
3 real searches · 1 real-search pass
Ahrefs latest backlink audit tool updates 2026 Site Audit Backlink Profile changes release notesGoogle ↗
OBSERVEDReason
Ahrefs backlink analysis tool reviews comparison older version small business Reddit feedbackGoogle ↗
OBSERVEDComparison
Ahrefs Backlink Profile new features backlink audit toxic links link intersect 2025 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
Ahrefs latest backlink audit tool updates 2026 Site Audit Backlink Profile changes release notes Google ↗
Ahrefs backlink analysis tool reviews comparison older version small business Reddit feedback Google ↗
Ahrefs Backlink Profile new features backlink audit toxic links link intersect 2025 2026 Google ↗
- Global keyword research, backlink page types, and more (January 2026) · ahrefs.com
- Backlink Audit: Toxic links / Spam score | Site Explorer > Backlinks · ahrefs.canny.io
- How to use Link Intersect to find Backlink ideas from Competitor Websites · help.ahrefs.com
- 3rd Party Tools Becoming Irrelevant. Change My Mind. : r/SEO · reddit.com
- 10 Best Free SEO Tools for Small Businesses I Reviewed in 2026 · learn.g2.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ahrefs latest backlink audit tool updates 2026 Site Audit Backlink Profile changes release notes OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ahrefs backlink analysis tool reviews comparison older version small business Reddit feedback OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ahrefs Backlink Profile new features backlink audit toxic links link intersect 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |