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AI assistants apps: 10 product opportunities

107 people left one-to-three-star reviews or posts about ai assistants tools that say something someone else also said. Grouped, that is 10 distinct repeated complaints; the strongest scores 85 out of 100.

Apps in the evidence

The apps these complaints were written about, by low-star reviews in our sample.

The opportunities, ranked

  1. 0185Universal AI credits usable across multiple apps26
  2. 0283Locked — subscribe to read this opportunity22
  3. 0382Locked — subscribe to read this opportunity36
  4. 0462Locked — subscribe to read this opportunity5
  5. 0562Locked — subscribe to read this opportunity4
  6. 0660Locked — subscribe to read this opportunity4
  7. 0754Locked — subscribe to read this opportunity3
  8. 0851Locked — subscribe to read this opportunity3
  9. 0948Locked — subscribe to read this opportunity2
  10. 1044Locked — subscribe to read this opportunity2

Score out of 100, then the number of people who said it. The top complaint in every category is shown in full; the rest, with the reviews behind them and the score breakdown, are Pro.

What they complain about

  • Poor value for money×2
  • Words mispronounced
  • Wastes time
  • Video generation paused indefinitely without explanation
  • Video duration reduced from 15 seconds to 6 seconds
  • Unclear pricing model
  • Unclear credit consumption and pricing
  • Unacceptable error frequency for a paid service

Every ai assistants opportunity with the quotes, the apps named and the score breakdown, plus search and the weekly digest.

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