How to research what people really say about an AI tool
Updated 23 July 2026 · by Studio Baggio
Evaluating an AI tool means reading current practitioner experience - what users report after real work with it this month - rather than launch-week hype or affiliate listicles. The category moves too fast for anything older to be reliable.
Why the last 30 days is the window that matters
AI tools change weekly: models swap, pricing changes, features ship and break. A review from three months ago describes a different product. The last 30 days of user reports is the only honest evaluation window in this category.
The questions worth asking
- is [tool] worth it - real user experiences
- [tool] vs [alternative] for [use case]
- [tool] pricing change reaction
Where the honest signal lives
Reddit and Hacker News carry the sceptical practitioner threads, X carries builder experience reports, GitHub shows real adoption and issues for open tools, and YouTube carries the hands-on walkthroughs.
Researching with an AI assistant? Copy this prompt
I'm researching what people actually say about an AI tool. Search recent discussion from the last 30 days across Reddit, X, YouTube, TikTok and the open web. I want: the main things people praise, the main complaints, any repeated patterns across independent threads, and a citation link for every claim. Separate strong multi-source signals from single-thread opinions.
Works in ChatGPT, Claude or Gemini - or run it in Last30Days, which does the multi-source sweep with citations built in.
Common questions
Why not just read AI tool review sites?
Most are affiliate-driven and updated rarely. Community discussion is unpaid, current and includes the failure reports review sites omit.
What's the strongest signal an AI tool is genuinely good?
Practitioners describing real work it did for them, repeatedly, across independent threads in recent weeks - especially when they name limitations too. Uniform praise with no caveats is a marketing signal, not a user signal.
How does Last30Days help here?
It runs the sweep across Reddit, X, HN, GitHub, YouTube and the web in one pass and returns a cited report, so you evaluate in minutes what would take an afternoon of tab-hopping.
Related research guides
Last30Days searches Reddit, X, TikTok, Instagram, YouTube, Polymarket and the open web - and cites every claim.
Try Last30Days free