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.
Grok AI14Perplexity - AI Search & Chat11Kling AI: AI Image&Video Maker9Claude by Anthropic8Tinker by Shopify7ChatGPT6AI Chatbot - Nova6Meta AI5Grok - AI Assistant5DeepSeek - AI Assistant5
The opportunities, ranked
- 0185Universal AI credits usable across multiple apps26
- 0283Locked — subscribe to read this opportunity22
- 0382Locked — subscribe to read this opportunity36
- 0462Locked — subscribe to read this opportunity5
- 0562Locked — subscribe to read this opportunity4
- 0660Locked — subscribe to read this opportunity4
- 0754Locked — subscribe to read this opportunity3
- 0851Locked — subscribe to read this opportunity3
- 0948Locked — subscribe to read this opportunity2
- 1044Locked — subscribe to read this opportunity2
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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