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MarketMuse vs Similarweb

as AI assistants see them, week of 2026-09-14

brag about it: X · LinkedIn

MarketMuse and Similarweb both sit at the bottom of the pack with an overall score of 3 out of 100, though the AI assistants split on the details. MarketMuse gets a bit more love from ChatGPT and Claude (4 each) and Perplexity (5), but zero from Gemini. Similarweb scores highest with Claude (7), matches MarketMuse on ChatGPT (4), and gets nothing from Gemini or Perplexity. Overall, MarketMuse is named in 6 of 76 answers versus Similarweb's 5. Head-to-head, each tool leads on 3 questions, with 14 questions ending in a tie.

Head to head

metricMarketMuseSimilarweb
score33
questions won34

By assistant

MarketMuse

assistantscorenamed in, this weekusual spot, this week
ChatGPT411% of answers#11.0
Claude410% of answers#21.0
Gemini00% of answers
Perplexity510% of answers#8.0

Similarweb

assistantscorenamed in, this weekusual spot, this week
ChatGPT411% of answers#13.5
Claude715% of answers#8.0
Gemini00% of answers
Perplexity00% of answers

Where they differ

Only MarketMuse gets named for

  • What tool should I use to optimize blog posts so they rank?
  • Which SEO software do professionals actually use?

Only Similarweb gets named for

  • Which SEO tools have the most accurate data?
  • What's the best tool to track whether my brand shows up in AI answers like ChatGPT?
  • What SEO tools should a beginner start with?

More comparisons

Not sold on either?

Scores count how often each assistant names a product, weighted by position. How the score works · Full SEO tools leaderboard