Real ChatGPT answer · index seed12ylZCdIt8gcompleteMarketing and advertising · affiliate marketingcommercial

I want to compare Ahrefs and Semrush specifically for long tail keyword research to see which one saves me more time and money.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I want to compare Ahrefs and Semrush specifically for long tail keyword research to see which one saves me more time and money.
3 real searches · 1 real-search pass
Ahrefs vs Semrush long tail keyword research Keyword Magic Tool Keywords Explorer pricing plans 2026 officialGoogle ↗
OBSERVEDComparison
site:ahrefs.com/pricing Ahrefs pricing keywords explorer limits 2026Google ↗
OBSERVEDOther / navigational
site:semrush.com/pricing Semrush pricing keyword magic tool limits 2026Google ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Ahrefs vs Semrush long tail keyword research Keyword Magic Tool Keywords Explorer pricing plans 2026 official Google ↗
site:ahrefs.com/pricing Ahrefs pricing keywords explorer limits 2026 Google ↗
site:semrush.com/pricing Semrush pricing keyword magic tool limits 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs vs Semrush long tail keyword research Keyword Magic Tool Keywords Explorer pricing plans 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:ahrefs.com/pricing Ahrefs pricing keywords explorer limits 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:semrush.com/pricing Semrush pricing keyword magic tool limits 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1