Real ChatGPT answer · index seedpIYYYwS6mRwcompleteMarketing and advertising · SEOcommercial

How does the Moz Pro subscription cost stack up against newer, AI-driven SEO tools that cost a fraction of the price?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Moz Pro subscription cost stack up against newer, AI-driven SEO tools that cost a fraction of the price?
2 real searches · 1 real-search pass
Moz Pro pricing 2026 official plans monthly Standard Medium Large PremiumGoogle ↗
OBSERVEDOther / navigational
AI SEO tools pricing 2026 official pricing plans Surfer SEO Frase SE Ranking Mangools LowFruitsGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
Moz Pro pricing 2026 official plans monthly Standard Medium Large Premium Google ↗
AI SEO tools pricing 2026 official pricing plans Surfer SEO Frase SE Ranking Mangools LowFruits Google ↗
  1. Moz Pro Pricing · dc8hdnsmzapvm.cloudfront.net
  2. Positive Surfer · surfer.ai
  3. Frase plans and pricing · frase.io
  4. SEO & AI Search Plans and Pricing · semrush.com
  5. What AI SEO tools actually cost in 2026 · edition.house

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Moz Pro pricing 2026 official plans monthly Standard Medium Large Premium
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AI SEO tools pricing 2026 official pricing plans Surfer SEO Frase SE Ranking Mangools LowFruits
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1