Real ChatGPT answer · index seed1lr5xF8oexQcompleteMarketing and advertising · SEOcommercial

I am comparing Ahrefs and Moz Pro for my small agency, but I need the absolute cheapest tier that still provides reliable backlink data for client audits.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am comparing Ahrefs and Moz Pro for my small agency, but I need the absolute cheapest tier that still provides reliable backlink data for client audits.
2 real searches · 1 real-search pass
Ahrefs pricing Starter Lite backlink index rows exports 2026 officialGoogle ↗
OBSERVEDReason
Moz Pro pricing Starter Medium backlink data Link Explorer limits 2026 officialGoogle ↗
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 (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 pricing Starter Lite backlink index rows exports 2026 official Google ↗
Moz Pro pricing Starter Medium backlink data Link Explorer limits 2026 official Google ↗
  1. Plans & Pricing · ahrefs.com
  2. About Ahrefs' Starter plan · help.ahrefs.com
  3. Moz Pro Pricing · dc8hdnsmzapvm.cloudfront.net
  4. What's the difference between all Ahrefs subscription plans? · help.ahrefs.com
  5. Moz Pro SEO tools review · techradar.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs pricing Starter Lite backlink index rows exports 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Moz Pro pricing Starter Medium backlink data Link Explorer limits 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1