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6 product analytics vendors in AI answers

6 product analytics vendors ranked by AI answer share, the share of 408 product analytics answers (17 prompts, 6 engines, 4 runs) that name each: median 26%, a spread of 38 percentage points from first to last, led by Yarvel (48%), Mivaro (39%) and Pellora (35%). Last reviewed October 2, 2026.

Last reviewed Every vendor and figure on this page comes from the AEO Index, Q3 2026 edition.

Ranking

  1. 1Yarvel48% (194 of 408 answers)
  2. 2Mivaro39% (160 of 408 answers)
  3. 3Pellora35% (141 of 408 answers)
  4. 4Brannix17% (71 of 408 answers)
  5. 5Felmar14% (57 of 408 answers)
  6. 6Kalvio10% (39 of 408 answers)

Yarvel's 48% is 22 percentage points above the median share of 26%, less than double it.

How this list is built

  • Ranked by AI answer share: answers naming the vendor divided by the 408 answers to product analytics prompts (17 prompts x 6 engines x 4 runs). Equal counts share a rank.
  • Every share uses the same denominator: the 408 answers to product analytics prompts.
  • Rows removed before ranking: 0 duplicate vendor records, 29 vendors from other categories named in these answers, and 0 product analytics vendors never named in them.
  • A category page is published only when at least 2 vendors qualify; 6 do here.
  • Every vendor and figure on this page comes from the AEO Index, Q3 2026 edition.
  • Data last changed .

FAQ

  • Which product analytics vendors do AI engines name most often?

    Yarvel (48%), Mivaro (39%) and Pellora (35%) are the product analytics vendors AI engines name most often, by share of 408 product analytics answers naming each (6 vendors ranked, median 26%). Yarvel's 48% is 22 percentage points above the median share of 26%, less than double it. Last reviewed October 2, 2026. Source: The AEO Index, Q3 2026 edition.

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  • How is the product analytics vendor ranking calculated?

    Product analytics vendors are ranked by AI answer share: the answers that name a vendor divided by the 408 answers to product analytics prompts (17 prompts x 6 engines x 4 runs). Each vendor counts at most once per answer, and vendors with equal counts share a rank. Source: The AEO Index, Q3 2026 edition.

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  • Which product analytics vendors are included, and which are left out?

    A vendor is listed only when its record is in the product analytics category and at least one AI answer to the product analytics prompts names it: 6 of 6 product analytics vendors qualify. 29 vendors from other categories named in these answers are left out. A category page is published only when at least 2 vendors qualify. Source: The AEO Index, Q3 2026 edition.

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  • How often do AI answers cite product analytics vendors as sources?

    114 of 408 product analytics AI answers (28%) cite at least one listed product analytics vendor as a source. Mivaro and Pellora are cited most often, in 47 of those answers each. Last reviewed October 2, 2026. Source: The AEO Index, Q3 2026 edition.

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