Real ChatGPT answer · index seedzxf8pOEuuGocompleteMarketing and advertising · ad platformscomparison

Is Ahrefs backlink audit tool actually easier to learn this week than Majestic for someone who has never done SEO before?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Ahrefs backlink audit tool actually easier to learn this week than Majestic for someone who has never done SEO before?
2 real searches · 1 real-search pass
Ahrefs official backlink analysis Site Explorer backlinks documentation beginner interface 2026Google ↗
OBSERVEDOther / navigational
Majestic official backlink analysis Trust Flow Citation Flow documentationGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Ahrefs official backlink analysis Site Explorer backlinks documentation beginner interface 2026 Google ↗
Majestic official backlink analysis Trust Flow Citation Flow documentation Google ↗
  1. How to Use Ahrefs · ahrefscom-3b70.kxcdn.com
  2. Backlinks · ahrefs.com
  3. What can I use for free in Ahrefs? · help.ahrefs.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs official backlink analysis Site Explorer backlinks documentation beginner interface 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Majestic official backlink analysis Trust Flow Citation Flow documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1