Real ChatGPT answer · index seedTLlI5KpX74AcompleteMarketing and advertising · SEOcommercial

How does the pricing and feature set of Moz Pro compare to Semrush and Ahrefs for a retired hobbyist doing light SEO research on the side?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the pricing and feature set of Moz Pro compare to Semrush and Ahrefs for a retired hobbyist doing light SEO research on the side?
1 real search · 1 real-search pass
Moz Pro pricing plans 2026 Semrush pricing plans 2026 Ahrefs pricing plans 2026 officialGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
Moz Pro pricing plans 2026 Semrush pricing plans 2026 Ahrefs pricing plans 2026 official Google ↗
  1. Moz pricing · moz.com
  2. Semrush pricing · semrush.com
  3. Ahrefs pricing · ahrefs.com
  4. Moz Pro Pricing · dc8hdnsmzapvm.cloudfront.net
  5. What's the difference between all Ahrefs subscription plans? · help.ahrefs.com
  6. Semrush vs. Moz: Which is better in 2026? · semrush.com
  7. Visit Google Search Console · search.google.com
  8. Explore free Moz tools · moz.com
  9. Explore Ahrefs Webmaster Tools · ahrefs.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Moz Pro pricing plans 2026 Semrush pricing plans 2026 Ahrefs pricing plans 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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