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Knowatoa vs Siftly

as AI assistants see them, week of 2026-10-12

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Knowatoa and Siftly both struggle to get noticed by AI assistants, but Knowatoa edges ahead. It scores 3 out of 100 overall (0 on ChatGPT, 9 on Claude, 0 on Perplexity) and turns up in 7 of 75 answers, including mentions as an alternative to Otterly.AI and Scrunch AI. Siftly trails with a score of 2 (3 on ChatGPT, 0 on Claude, 4 on Perplexity) and appears in just 1 of 75 answers, tied to a question about tools that track ChatGPT brand recommendations. Head-to-head, Knowatoa was named more often in 7 questions, Siftly in 1, with 17 questions tied.

Head to head

metricKnowatoaSiftly
score32
questions won71

By assistant

Knowatoa

assistantscorenamed in, this weekusual spot, this week
ChatGPT00% of answers
Claude920% of answers#13.5
Gemininot sampled this week
Perplexity00% of answers

Siftly

assistantscorenamed in, this weekusual spot, this week
ChatGPT30% of answers
Claude00% of answers
Gemininot sampled this week
Perplexity45% of answers#3.0

Where they differ

Only Knowatoa gets named for

  • What are the best free or cheap AI visibility tools?
  • What's the best tool to see my share of voice against competitors in AI answers?
  • What are the best alternatives to Peec AI?
  • What are the best alternatives to Otterly.AI?
  • What are the best GEO (generative engine optimization) tools?
  • Which tool best tracks brand mentions across ChatGPT, Perplexity, Gemini and Claude?
  • What are the best alternatives to Scrunch AI?

Only Siftly gets named for

  • What's the best tool to track whether ChatGPT recommends my brand?

More comparisons

Not sold on either?

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