Dedica tests your website the way AI agents use it, then gives your team a fix for every place they fail. Muse, Instinct, GrokBot and other agents now browse, compare and sign up on people's behalf. Dedica runs 125 checks (for free) to see if they can use your site, and gives you a fix for every issue to hand to your coding agent.
I built Dedica after watching an agent try to sign a team up for a SaaS tool. It found the pricing page, got an empty page because the plans only loaded with JavaScript, then hit a bot check on sign-up and gave up. The agent didn't report an error to anyone. It just told the user "I couldn't do that".
What Dedica does
Runs 125 checks across Discovery, Access, Usability and Payments, the way agents like Muse, Instinct or GrokBot use a site
Gives you a score out of 100 and the fixes that move it most, free, in under a minute, no signup
For $30 (launch price, normally $50, one-time per site), the fix kit gives you one instruction file per issue. Each says what to change and how to check it worked, ready to drop into Claude Code, Codex, Cursor or Copilot.
There's also a public API and an MCP server, so your agent can check sites itself.
For today: post your domain in the comments and I'll reply with your score and the single biggest thing holding it back.
Just ran it on our website and found an issue with the oauth setup that I'll get to fixing. It did say it couldn't find the docs and API, though, even though they're linked from the main page nav and footer. Is the llms.txt link the only place it looks, or should it be following links in the homepage too?
Ran it on my site, got 50. What surprised me is it says I have no MCP server and no OpenAPI spec but I have both. They just live on the app subdomain and nothing on the main domain points there. Fixing that now. Does Dedica only look at /.well-known on the main domain, or would a link in llms.txt be enough for it to find them?
I’m curious if this flags bot-prevention technology (Cloudflare, CAPTCHA, etc) and if so, are there nuanced approaches to both protecting the site from bots while also making it easier for agents to use? (Assuming the answer can’t just be to remove all bot prevention.)
We spent years optimising websites for humans who don't read. Now we need to optimise for agents that read everything. Can Dedica test the full sign-up flow, including dynamic forms, or does it mainly audit individual pages?
I think about this a lot from the agent side. When your real-agent checks hit the Payments category, how do you test a signup or checkout without creating real accounts or charges? And with the MCP server, can an agent re-run just the failing checks after a fix, or does it re-run all 125?
Wow, the app is super useful. Already tried it - insights are good. Wish you the best!
P.S. I spent some time figuring out whether I need to pay for the 2nd check (fix kit) as well. Probably it's me, but as advice, make it more obvious on the 'free results' page
Looks awesome! Curious how you score sites that pass an accessibility audit but still break agents. Classic case is a “button” that’s really a div with an onclick, or a custom dropdown that never exposes its options in the DOM.
Great product guys, just checked it out. Are the fix-kit frameworks specific? We're on Next.js, so will it tell Cursor exactly which component / file to change?
Super useful! Helped a lot with accessibility for us. Great work @prajwal_paloju1
Hey, this looks super cool. It's high time for businesses to be agent friendly. Just out of curiosity, how do you make sure that the fix suggested and implemented by you doesn't break any critical existing flows of the website? as payments are the most critical flow for a business
A clutch product for early stage startups where alot is vibe coded and accessibility is ignored.
Really want to use this , but the price is too high, Also not sure how different it is from a regular site audit though. Do you offer any discounts/coupon codes for early users to try out first.
Great one guys! This is interesting, especially now. Curious to know what’s been the biggest challenge you found when testing sites for agent compatibility?
@prajwal_paloju1@Dedica This is very useful. I just scanned my website and found some critical issues that I need to fix to make my website more accessible for the agents out there. Thanks again for the insights!
pulling for you today, a fix file per issue for Claude Code is a nice touch. what does the Payments part check, can an agent actually get through checkout?
Do you have integration with Webflow to run the audit before publishing the changes?
hey @prajwal_paloju1@prathmesh_bhalekar , this looks super cool! how did you guys come up with the scoring and the logic behind the relevant checks?
amazing product!
About Dedica on Product Hunt
“Check if AI agents can use your website”
Dedica launched on Product Hunt on October 28th, 2026 and earned 260 upvotes and 81 comments, earning #1 Product of the Day. Dedica tests your website the way AI agents use it, then gives your team a fix for every place they fail. Muse, Instinct, GrokBot and other agents now browse, compare and sign up on people's behalf. Dedica runs 125 checks (for free) to see if they can use your site, and gives you a fix for every issue to hand to your coding agent.
Dedica was featured in Website Builder (9.9k followers) and Developer Tools (522k followers) on Product Hunt. Together, these topics include over 93.8k products, making this a competitive space to launch in.
Who hunted Dedica?
Dedica was hunted by Prajwal. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Dedica stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Prajwal
Hey Product Hunt 👋
I built Dedica after watching an agent try to sign a team up for a SaaS tool. It found the pricing page, got an empty page because the plans only loaded with JavaScript, then hit a bot check on sign-up and gave up. The agent didn't report an error to anyone. It just told the user "I couldn't do that".
What Dedica does
Runs 125 checks across Discovery, Access, Usability and Payments, the way agents like Muse, Instinct or GrokBot use a site
Gives you a score out of 100 and the fixes that move it most, free, in under a minute, no signup
For $30 (launch price, normally $50, one-time per site), the fix kit gives you one instruction file per issue. Each says what to change and how to check it worked, ready to drop into Claude Code, Codex, Cursor or Copilot.
There's also a public API and an MCP server, so your agent can check sites itself.
For today: post your domain in the comments and I'll reply with your score and the single biggest thing holding it back.
Would love your feedback!