Real ChatGPT answer · index seedHIYpw6qw7VocompleteMarketing and advertising · affiliate marketingcomparison

Compare Ahrefs and Semrush for keyword research on a student affiliate marketing budget

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Ahrefs and Semrush for keyword research on a student affiliate marketing budget
3 real searches · 1 real-search pass
Ahrefs pricing Starter Lite keyword research credits 2026 officialGoogle ↗
OBSERVEDOther / navigational
Semrush pricing SEO Toolkit Pro keyword research limits 2026 officialGoogle ↗
OBSERVEDComparison
Ahrefs free keyword generator webmaster tools keyword difficulty officialGoogle ↗
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). 3 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 pricing Starter Lite keyword research credits 2026 official Google ↗
Semrush pricing SEO Toolkit Pro keyword research limits 2026 official Google ↗
Ahrefs free keyword generator webmaster tools keyword difficulty official Google ↗
  1. About Ahrefs' Starter plan · help.ahrefs.com
  2. SEO Toolkit Pricing and Limits · semrush.com
  3. How does Keyword Magic Tool work? · semrush.com
  4. What is Keyword Overview? · semrush.com
  5. Keyword Research · semrush.com
  6. Explore free tools · ahrefs.com
  7. Explore Semrush · semrush.com
  8. Explore Keyword Planner · ads.google.com
  9. Explore Search Console · search.google.com
  10. Semrush for Education · semrush.com
  11. Semrush Subscription plans & Toolkits · semrush.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ahrefs pricing Starter Lite keyword research credits 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Semrush pricing SEO Toolkit Pro keyword research limits 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ahrefs free keyword generator webmaster tools keyword difficulty official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1