I Tried a Meeting Notes App for 3 Weeks—Here’s What Happened

After three weeks of missed follow-ups, I tested Meetly Notes on four calls. Here’s how accurate the AI summaries and action items really are.

I Tried a Meeting Notes App for 3 Weeks—Here’s What Happened

I did not set out to review a meeting notes app. I set out to stop being the person who says "I'll follow up on that" and then does not. For three weeks I kept leaving our product sync with a clear memory of what we agreed and losing it by Friday. So I tried Meetly Notes, mostly because it was free and the pitch was simple: feed it a conversation, get back a summary and a list of tasks. I ran it on four calls of very different quality — a clean Zoom sync, a client call on a bad connection, a two-hour strategy session, and one where people kept talking over each other. This is what stood out.

How do you get your calls into meetly?

You upload the source material and meetly does the rest. I connected transcripts from two Zoom recordings and also dropped in an MP3 from a call I took on my phone. In each case it returned the full transcript plus a shorter summary split into key points and action items. The long strategy call took a few minutes to process, which annoyed me the first time. I opened the app early, saw nothing ready, made tea, and by the time I came back it was done. Shorter calls were faster. Not instant, but acceptable.

How accurate is the transcript, really?

It depends almost entirely on the audio. On a normal video call with a decent mic it held up well — names, product terms, the usual meeting vocabulary. On the client call from a car it mangled addresses and one product name, but I could still follow the conversation. The summary did the real work there: it kept the deadline we agreed on even though the transcript had typos. I would not use it as a verbatim record of anything legally sensitive. I would trust it to refresh my memory about what we actually decided.

Does it really catch action items, or does it just guess?

This was the part I cared about most. On the product sync it caught a line like "Marco will share the Figma link by Friday" and filed it with an owner and a deadline. That is genuinely useful. But in the strategy session, someone said "maybe we should get legal involved next week," and meetly logged it as a key point rather than a follow-up. There is a difference, and the app does not always see it. It also mixed up who said what whenever two people talked at the same time, which is the hardest case for any transcription tool. So: reliable for explicit assignments, half-reliable for vague promises.

Is meetly the best free ai meeting summary app 2026?

I cannot answer that cleanly, and I would be suspicious of anyone who could. For the calls I tested, meetly handled the job well enough that I stopped comparing tools. But "best" depends on your stack. If you want live captions during the call, or if your team lives in Microsoft Teams, check the integrations before you bet a week of meetings on it. The free tier covered everything I needed, including the long files, and I did not find a free ai meeting summary app 2026 that suited this workflow better. That is a modest claim, and I am keeping it modest.

What happens when the call gets messy?

Messy input gives messy output. When two people spoke over each other, the summary kept the topic but misattributed the speaker. When we used internal shorthand like "the L2 doc" or "the onboarding flow," the summary repeated the shorthand without expanding it — fine if you were on the call, confusing if you were not. Long rambling meetings also produced long rambling summaries. meetly tightens up language, but it cannot invent structure that was not there. So it is not a substitute for running a decent meeting. It is a substitute for taking notes while you run one.

Is Meetly Notes worth using as your main meeting notes app?

I am keeping it. I still write down my own commitments during calls, mostly because the act of writing makes me remember them. But I stopped worrying about catching every thread, because meetly catches the ones I miss. For a small team that mostly wants follow-ups to stop falling through the cracks, this is a solid meeting notes app — with the usual catch that you should skim its output before sending it anywhere. It catches real mistakes. It is just not me. I trust it exactly as much as I check it.

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