Real ChatGPT answer · index seedMkRyBJfZsRkcompleteMarketing and advertising · affiliate marketingcommercial

Looking for the best recommendation on whether to invest in Ahrefs or Semrush right now for local affiliate marketing in the family services niche.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for the best recommendation on whether to invest in Ahrefs or Semrush right now for local affiliate marketing in the family services niche.
2 real searches · 1 real-search pass
Ahrefs vs Semrush 2026 pricing features local SEO keyword research rank tracking officialGoogle ↗
OBSERVEDComparison
Ahrefs Semrush comparison local SEO affiliate marketing keyword research backlink analysis 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 (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
Ahrefs vs Semrush 2026 pricing features local SEO keyword research rank tracking official Google ↗
Ahrefs Semrush comparison local SEO affiliate marketing keyword research backlink analysis 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs vs Semrush 2026 pricing features local SEO keyword research rank tracking official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs Semrush comparison local SEO affiliate marketing keyword research backlink analysis 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1