Real ChatGPT answer · index seed0PRqn1d2RgwcompleteMarketing and advertising · marketing agenciesinformational

Can you explain the main feature differences between SEMrush and Ahrefs for someone who is trying to update their SEO tool stack this year?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the main feature differences between SEMrush and Ahrefs for someone who is trying to update their SEO tool stack this year?
2 real searches · 1 real-search pass
Semrush vs Ahrefs 2026 feature comparison keyword research backlink site audit content marketing pricing official updatesGoogle ↗
OBSERVEDComparison
Semrush features SEO toolkit keyword research backlink analytics site audit content marketing official Ahrefs features 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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Semrush vs Ahrefs 2026 feature comparison keyword research backlink site audit content marketing pricing official updates Google ↗
Semrush features SEO toolkit keyword research backlink analytics site audit content marketing official Ahrefs features 2026 Google ↗
  1. Semrush Toolkits · semrush.com
  2. How does Keyword Magic Tool work? · vi.semrush.com
  3. Semrush SEO Toolkit · semrush.com
  4. Compare Ahrefs vs. Semrush · ahrefs.com
  5. Search marketing · ahrefs.com
  6. Where to find all of Ahrefs' AI-powered tools and features · help.ahrefs.com
  7. What is Ahrefs? · help.ahrefs.com
  8. SEO & AI Search Plans and Pricing · semrush.com
  9. Plans & Pricing · ahrefs.com
  10. About Ahrefs' Starter plan · help.ahrefs.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Semrush vs Ahrefs 2026 feature comparison keyword research backlink site audit content marketing pricing official updates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Semrush features SEO toolkit keyword research backlink analytics site audit content marketing official Ahrefs features 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1