Real ChatGPT answer · index seednlsOyxgIfXccompleteMarketing and advertising · SEOcomparison

HubSpot SEO tools versus Ahrefs for a local business trying to rank fast in competitive geographic search results.

ChatGPTgpt-66 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
HubSpot SEO tools versus Ahrefs for a local business trying to rank fast in competitive geographic search results.
6 real searches · 1 real-search pass
HubSpot SEO tools vs Ahrefs local SEO features keyword research competitor backlink analysis rank tracking 2026Google ↗
OBSERVEDComparison
Ahrefs local SEO Google Business Profile rank tracking local search features 2026Google ↗
OBSERVEDReason
HubSpot SEO recommendations content optimization tools features 2026Google ↗
OBSERVEDComparison
Ahrefs official local SEO keyword research rank tracker backlink analysis features 2026Google ↗
OBSERVEDInstruction
HubSpot SEO tools official SEO recommendations content strategy tool features 2026Google ↗
OBSERVEDOther / navigational
Google Business Profile local ranking factors relevance distance prominence official helpGoogle ↗
OBSERVEDReason

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 (6)
Short factOther / navigational17%Comparison33%ConsequenceReason33%DefinitionInstruction17%Yes / no

Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
HubSpot SEO tools vs Ahrefs local SEO features keyword research competitor backlink analysis rank tracking 2026 Google ↗
Ahrefs local SEO Google Business Profile rank tracking local search features 2026 Google ↗
HubSpot SEO recommendations content optimization tools features 2026 Google ↗
Ahrefs official local SEO keyword research rank tracker backlink analysis features 2026 Google ↗
HubSpot SEO tools official SEO recommendations content strategy tool features 2026 Google ↗
Google Business Profile local ranking factors relevance distance prominence official help Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HubSpot SEO tools vs Ahrefs local SEO features keyword research competitor backlink analysis rank tracking 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs local SEO Google Business Profile rank tracking local search features 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
HubSpot SEO recommendations content optimization tools features 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs official local SEO keyword research rank tracker backlink analysis features 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
HubSpot SEO tools official SEO recommendations content strategy tool features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Business Profile local ranking factors relevance distance prominence official help
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1