Dedica: Check if AI agents can use your website
Dedica, a tool listed on Product Hunt in late October 2026, tests whether AI agents can use a website and assigns it a score from 0 to 100. The grade comes from 125 checks grouped under Discovery, Access, Usability and Payments. Product Hunt's weekly roundup for the week of October 26 included the launch among the week's top products. The scan is free and returns a score in under a minute without a signup.
Each report also ranks the fixes that would raise the score the most. The paid part is a fix kit priced at $30 one time per site, containing one instruction file per issue. Developers can hand those files to a person or to a coding assistant such as Claude Code, Codex, Cursor or Copilot. Dedica's scan engine has scored 115,752 business websites as of October 2026, and 6% reached 70 or above, the threshold the company treats as ready.
The product addresses a gap that agent traffic creates. Agents such as Muse, Instinct and GrokBot now browse, compare and sign up for services on people's behalf, according to Product Hunt. A page can look fine to a visitor and still stop an agent at a form, a login or a payment step. The 1.9 times recommendation figure that Dedica cites comes from an arXiv study of 37,927 agent journeys across 1,056 businesses. Per the story notes, Dedica's public API and MCP server let the same check run inside a build pipeline.
Why it matters
For a team building an AI product, failures are silent. When an agent cannot finish a booking or checkout on a third-party site, it usually stops without explaining why, so the problem rarely reaches a bug tracker. A scan turns that invisible loss into a ranked list of tasks that product and engineering teams can assign. Teams that rely on vendor sites, or that sell to buyers who now use agents to shortlist suppliers, face the same problem from the other side.
The practical change is that the check can sit inside a release process. With an API and an MCP server, a team can run the scan on each deploy and flag a drop in score, much as it runs automated tests. For investors, a readiness score offers a cheap diligence question: can the agents that a company's buyers use actually complete tasks on its public site? If the 1.9 times recommendation figure holds up, readiness connects to pipeline and revenue, not just engineering hygiene.
Key points
- 1Dedica runs 125 checks and grades each website from 0 to 100 across four areas.
- 2Dedica's scan engine has scored 115,752 business websites, and 6% reach a score of 70 or above.
- 3The fix kit costs $30 one time per site and includes one instruction file for each issue.
- 4Cloudflare's free Agent-Ready Scanner launched on Product Hunt on April 18, 2026, checking robots.txt, MCP and OAuth signals.
- 5
