Reddit Summarizer

Reddit Summarizer

Summarize long Reddit threads with one click

310 followers

Some long reddit threads are a gold mine. But you need to dig deep in hundreds or thousands of comments to form the conclusion. To simplify that I automated it all in form of chrome extension with customization to fit your own needs. With one click it: - fetches metadata (with all comments) - cleans it - sends it to selected AI - gold, you are looking for Supported pages: - Threads - Subreddits - Search results
Reddit Summarizer gallery image
Reddit Summarizer gallery image
Reddit Summarizer gallery image
Reddit Summarizer gallery image
Reddit Summarizer gallery image
Reddit Summarizer gallery image
Free Options
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What do you think? …

Vera Serova

very nice one! really like the idea and that particular comment asking you when those 'endless threads finally broke you' haha

just curious, what would you do if Reddit came to you and offered you to integrate the tool directly to the Reddit app and website etc?

Martin Machava

@yellow_yetti glad I'm not the only one who find it useful. Hard question. Not sure, that would depend on the conditions. First of all, I'm trying to have my own product out there that solves real problems and hopefully some day I can escape 9-5 job. I didn't even think my product could be acquired someday, so not sure, but such an integration could "fix" reddit for all of us.

Aurangzeb A. Durrani
Thats a nice product. I'm definitely going to check it out. Cheers!
Martin Machava

@agzee taking into account this is my first public extension, I must say I'm pretty proud how good, smooth and stable it is. But let me know anything you would like to improve and I do my best to help.

Jay Dev

Wow, this is amazing! Love that it summarizes entire subreddits. Does the AI prioritize heavily upvoted comments when forming the summary?

Martin Machava

@jaydev13 I'm just glad it's useful for you and many others. Yes, I clear metadata from "trash" and keep only relevant fields for analysis including upvotes, nested comments etc.

If you got any tips for improvement, I'll be happy to implement them.

Shakhawat UIllah Badhon

Congrats on the launch @martin_machava. While the initial 500K usage limit for FREE seems nice. But analyzing a short Reddit thread took around 2k credits. Can you please shed some light on how the credits work in your platform?

Martin Machava

@barian_badhon sure. So basically credit = token. Very long posts can consume up to 30k. I did some calculations and 500k should last whole month for average user until the refresh. To ensure I won't go bankrupt, free users have access to "cheap" but efficient models (Gemini 3 Flash, Grok 4.1 fast, Kimi K2). Gemini Nano (chrome's built-in AI) is always free, doesn't consume any tokens, but not that good as claude based models.

Shakhawat UIllah Badhon

@martin_machava That's a good thinking process. I wish the best for the product!

Fiona

Nice idea — this solves a very real pain point. Reddit threads often hide great insights, but digging through hundreds of comments is exhausting. One-click summarization with customization sounds super useful, especially for research and decision-making.

Just curious, how do you decide what comments matter most — upvotes, recency, or something else? Are there plans for an API so developers can integrate this into their own workflows?

Martin Machava

@liup3424 Yes, upvotes, replies to the comment, counterarguments. I didn't need to invent special algorithm for it because it always exists - AI. AI can "see" all comments and relations between them and between statements all at once.

No API plans so far, I don't know what exactly could I offer to them, but if there are requests for such implementation, I'm open to it.

Samuel
Congrats on the launch 👏 Reddit Summarizer tackles a common pain, digging through long threads. Tools like ThreadReader and AI summarizers already do some of this, so I’m curious how your extension compares on accuracy and context retention, especially for nuanced threads. Are users mostly summarizing single threads, or larger subreddits and searches? What’s been the biggest value add that keeps people using it over existing Reddit tools?
Martin Machava

@samtheanalyst I did some research when I needed tool like Reddit Summarizer but no one was good enough. ThreadReader is for tweeter, not reddit. I'm pretty confident in my extension.

Users mostly do use it to summarize very long threads. And I do the same in most cases :)