Real ChatGPT answer · index seed3XcDBQhSGagcompleteMarketing and advertising · content marketingcomparison

Is it cheaper to hire someone to fix our Ahrefs site audit errors or just pay for an all-in-one SEO platform subscription right now?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to hire someone to fix our Ahrefs site audit errors or just pay for an all-in-one SEO platform subscription right now?
2 real searches · 1 real-search pass
2026 SEO platform pricing Ahrefs Lite Semrush Pro monthly pricing officialGoogle ↗
OBSERVEDComparison
technical SEO freelancer hourly rates website audit fixes 2026 pricingGoogle ↗
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 / navigationalComparison100%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
2026 SEO platform pricing Ahrefs Lite Semrush Pro monthly pricing official Google ↗
technical SEO freelancer hourly rates website audit fixes 2026 pricing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 SEO platform pricing Ahrefs Lite Semrush Pro monthly pricing official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
technical SEO freelancer hourly rates website audit fixes 2026 pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1