Real ChatGPT answer · index seedf4oOynzGETwcompleteMarketing and advertising · SEOcomparison

Can you compare the costs and benefits of hiring an SEO agency versus using AI tools like ChatGPT for a small consulting business?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the costs and benefits of hiring an SEO agency versus using AI tools like ChatGPT for a small consulting business?
3 real searches · 1 real-search pass
small business SEO agency pricing monthly retainer cost 2025 2026 surveyGoogle ↗
OBSERVEDReason
ChatGPT pricing plans official 2026 Plus Business pricingGoogle ↗
OBSERVEDComparison
SEO software pricing Semrush Ahrefs 2026 plans 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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
small business SEO agency pricing monthly retainer cost 2025 2026 survey Google ↗
ChatGPT pricing plans official 2026 Plus Business pricing Google ↗
SEO software pricing Semrush Ahrefs 2026 plans official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
small business SEO agency pricing monthly retainer cost 2025 2026 survey
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ChatGPT pricing plans official 2026 Plus Business pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SEO software pricing Semrush Ahrefs 2026 plans official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1