Real ChatGPT answer · index seedGajehIQLmxQcompleteMarketing and advertising · SEOcommercial

How does the SEO recommendation engine inside HubSpot compare to dedicated tools like Ahrefs or Semrush for a small in-house team?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the SEO recommendation engine inside HubSpot compare to dedicated tools like Ahrefs or Semrush for a small in-house team?
3 real searches · 1 real-search pass
HubSpot SEO recommendations tool features site audit topic clusters vs Ahrefs Semrush comparison small team 2026Google ↗
OBSERVEDComparison
Ahrefs SEO tools features keyword research backlink analysis site audit pricing 2026Google ↗
OBSERVEDOther / navigational
Semrush SEO toolkit features keyword research competitor analysis site audit pricing 2026Google ↗
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 (3)
Short factOther / navigational33%Comparison67%ConsequenceReasonDefinitionInstructionYes / 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
HubSpot SEO recommendations tool features site audit topic clusters vs Ahrefs Semrush comparison small team 2026 Google ↗
Ahrefs SEO tools features keyword research backlink analysis site audit pricing 2026 Google ↗
Semrush SEO toolkit features keyword research competitor analysis site audit pricing 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HubSpot SEO recommendations tool features site audit topic clusters vs Ahrefs Semrush comparison small team 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs SEO tools features keyword research backlink analysis site audit pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semrush SEO toolkit features keyword research competitor analysis site audit pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1