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  • Opportunity Radar
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  • Cross-platform
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/
11,067 products · 19,805 snapshots
Browse.sh

Browse.sh

#1 today

Give your agents muscle memory for automating the web

Launched 1mo agoProduct Hunt Website
Votes
452
Comments
49

What this means

53%Mid-tier finish likely.
Projecting 452 votes by end of day-1.
-35%Category cooling: Developer Tools.
Launches down 35% week-over-week.
60%Strong buyer-intent signal in the comments.
60% of commenters sound like potential buyers — mostly developers.
70%Comment sentiment overwhelmingly positive.
Audience strongly receptive — developers engaged.
Users are asking for dynamic UI handling + skill quality control.
Feature requests surfaced from the comment thread.
Recurring concerns: automation challenges, site blocking.
Pain points mentioned more than once in comments.

Prediction

Top-5 finish probability
53%
today
Projected end-of-day votes
452range 339–610
Trajectory
stable
Vote pace holding steady.

About

browse.sh — an open catalog of browser automation skills for any website. Find reusable SKILL.md recipes that teach AI agents to complete tasks online, and install them with the browse CLI.

AI Summary

Browse.sh is an open-source platform that provides a catalog of reusable browser automation skills for AI agents. Users can access SKILL.md recipes and install them via the browse CLI to automate tasks on various websites.

Vote & comment velocity

Scores

Velocity15.8
Vote pace vs avg
Momentum15.8
Sustained over 6h
Virality18.0
Spread × engagement
Engagement21.7
Comments per vote

Founders

Paul Klein
Paul Klein
@paul_klein
rep 68
Shrey Pandya
Shrey Pandya
@shrey150
rep 68
Charly Poly
Charly Poly
@whereischarly
rep 68
Kyle Jeong
Kyle Jeong
@kyle_jeong
rep 68
Justine Mach
Justine Mach
@justine_mach
rep 68
Harsehaj Dhami
Harsehaj Dhami
@harsehajd
rep 68
fmerian
@fmerian · hunter

Topics

Developer ToolsArtificial IntelligenceAPI

Comment Intelligence· 21 comments analysed

Sentiment

Positive70%
Neutral20%
Negative10%
Buyer intent
60%
of commenters sound like potential buyers
Audience
developers
Sentiment over 36 days
Positive
Negative
Buyer intent
Overall vibe

Overall, the comments reflect excitement for the product's potential, tempered by concerns about automation challenges and skill management.

Top themes
  • automation
  • user experience
  • AI integration
  • browser skills
Feature requests
  • dynamic UI handling
  • skill quality control
  • bypass bans
  • skill provenance
  • recency management
Complaints
  • automation challenges
  • site blocking
  • skill reliability
  • UI changes
  • quality of skills

Top comments

[REDACTED]
↑ 30

<p>Hey Product Hunt 👋</p><p><br>I'm Shrey,<br><br>Over the last year, we've watched AI agents get remarkably good at using browsers. But we've also noticed something strange: every time an agent visits a website, it starts from zero.<br><br>It re-explores the interface, re-discovers buttons, re-learns navigation paths, and re-finds the same workflows it already completed yesterday.<br><br>Humans don't work that way.<br><br>Once you learn how to search Zillow listings, review a GitHub PR, or book a campsite on <a href="http://Recreation.gov" target="_blank" rel="nofollow noopener noreferrer">Recreation.gov</a>, you don't relearn the entire website every time you come back.<br><br>Agents shouldn't have to either.<br><br>That's why we built <a href="http://Browse.sh" target="_blank" rel="nofollow noopener noreferrer">Browse.sh</a>, an open catalog of browser skills that agents can install and reuse across the web. Instead of exploring a website from scratch, agents load the relevant skill and execute against a known workflow.<br><br>The result is faster execution, lower token costs, more reliable outcomes, and better multi-site workflows. Today, the catalog includes 250+ skills across real websites and applications, including partner skills like submitting reimbursements on Ramp, creating projects on Lovable, extracting document data on Reducto, and many more.<br><br>And when a skill doesn't exist yet, <a href="http://Browse.sh" target="_blank" rel="nofollow noopener noreferrer">Browse.sh</a> can create one.<br><br>Behind the scenes, <a href="http://Browse.sh" target="_blank" rel="nofollow noopener noreferrer">Browse.sh</a> is powered by Autobrowse, our system that runs tasks in real browsers, analyzes traces, DOM changes, network activity, screenshots, and failures, then continuously improves the workflow until it converges on a durable strategy.<br><br>Over time, one successful browser run becomes a reusable skill that anyone can install.<br><br><a href="http://Browse.sh" target="_blank" rel="nofollow noopener noreferrer">Browse.sh</a> is open source, free to use, and available today.<br><br>We'd love your feedback:<br><br>- Which websites do your agents struggle with most today?<br>- What skills should we add next?<br>- What workflows are you automating with AI agents?<br><br>We'll be around all day answering questions. Thanks for checking us out 🤞</p>

[REDACTED]
↑ 4

<p>Hello hunters! We're so excited to be back and launching browse.sh. I'm Paul, founder of Browserbase. If you have any questions, I'd be happy to help answer them. </p>

[REDACTED]
↑ 3

<p>Congrats the on the launch! We've been using Browserbase to benchmark <a href="https://github.com/pixiebrix/agent-browser-shield" target="_blank" rel="nofollow noopener noreferrer">https://github.com/pixiebrix/agent-browser-shield</a> and prototyping how to enforce/apply the <a href="http://browse.sh" target="_blank" rel="nofollow noopener noreferrer">browse.sh</a> content at the harness layer instead of context layer! Love it!</p>

[REDACTED]
↑ 2

<p>Looks nicely done, looking forward to try it !</p>

Sentiment computed via openai