AI-sorted themes, running on Cloudflare

Hear what your customers are really saying.

App reviews, support tickets, Reddit threads and interview notes, gathered into one den. ReviewBear’s AI reads every word, sorts it into themes and tells you what changed, so you know what to fix next.

Free forever on your last 3 months · no card needed

Asserty62 · 🇬🇧 App Store

Needs better integration with controls on oven. Keeps disconnecting.

Connection Issues
Ticket Z-1002 · Zendesk

Since the latest update the app logs me out every morning.

Login & Access
u/kitchenbear · r/smarthome

Preheating on the way home is genuinely life-changing.

Thank You

Every voice, one den

Reviews, tickets, threads and interviews, side by side.

Track store listings live, or drop in any CSV. It all streams into one den: the iOS and Android versions of an app become one product, and so do the tickets about it.

one product
🇬🇧 App Store · v3.10

Since 3.10 it keeps dropping the connection to my oven.

Connection Issues

AI reads every word

Themes, sentiment and a one-line gist, in any language.

Each item gets themes from one shared vocabulary, so App Store reviews and Zendesk tickets land in the same buckets. A 3★ “works but crashes daily” reads as mixed, not neutral.

  • Spots rising issues and struggling versions before they snowball
  • Translates on the fly, and keeps the original a click away
  • Every theme links back to the exact words customers used
Reading Italian…
App Store · v3.10

Impossibile connettere il forno all’APP. Mi compare una connessione wireless sconosciuta e quindi non riesco a collegarmi. Aiutooo

IT → ENCan’t connect the oven to the app. An unknown wireless network shows up, so I can’t link it. Heeelp

SentimentNegative -0.80

Same buckets for every source

  • Connection Issues128
  • Crash64
  • Device Issues42
  • Easy to Use212
  • Design88
  • Pricing37
  • Refund Request19

Know what moved

Bear’s take tells you what changed and why it matters.

Rising issues, struggling versions and unhappy customers still waiting for a reply, explained in plain language. Pick one to see it in the data, then click through to the reviews behind it.

Average rating

0.0★

+0.6 since v3.11
v3.10v3.11
41 mentions · 6× usual
8 weeks agothis week
Connection Issues Login & Access Everything else Easy to Use
Bear’s takethis week
Read the 41 reviews behind it

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Any filtered view becomes a CSV. Originals are kept in R2.

Pricing

Free for the last 3 months. $20 per app for all of it.

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  • Last 3 months of history
Full history

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Every review you’ve ever had, every trend.

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An app’s iOS + Android listings and its uploads count as one app.

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