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SEO tools

Botify vs MarketMuse

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

brag about it: X · LinkedIn

Botify and MarketMuse land in a near-tie overall, each scoring 3 out of 100 and showing up in just a handful of answers, 5 of 76 for Botify and 6 of 76 for MarketMuse. Botify does best on "Which SEO software do professionals actually use?" (3 of 4 answers), while MarketMuse shows up most for "What tool should I use to optimize blog posts so they rank?" and "What are the top SEO tools in 2026?" (2 of 4 answers each). Head-to-head, they're tied on 16 questions, with Botify ahead on 2 and MarketMuse ahead on 2. Neither is ever named for keyword research, data accuracy, value for money, or local SEO.

Head to head

metricBotifyMarketMuse
score33
questions won33

By assistant

Botify

assistantscorenamed in, this weekusual spot, this week
ChatGPT25% of answers#27.0
Claude615% of answers#11.0
Gemini36% of answers#6.0
Perplexity00% of answers

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

Where they differ

Only Botify gets named for

  • What's the best tool to run a technical SEO audit of my website?

Only MarketMuse gets named for

  • What tool should I use to optimize blog posts so they rank?

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