VisiScan vs Ansvisor 2026
Ansvisor Agent Chat and MCP versus VisiScan paste files. Self-host versus a 144-answer scan. Promptwatch still publishes to a CMS.
Ansvisor names Agent Chat, briefs, and MCP. VisiScan names schema and llms.txt you paste. Promptwatch names Content Agents that hit Webflow or Framer. Three different actors. A GitHub repo is not a CMS push. A generated LocalBusiness blob is not Unified Actions. The actor each listing names is the actor you can hold them to, and the rest is inference. When a listing says Agent Chat, it means a chat over the data it holds. When a listing says schema you paste, it means files you carry. When a listing says Content Agents that publish to a CMS, it means the article leaves the tool. These are not three flavors of the same thing, they are three different jobs, and the comparison only works if you keep the jobs separate.
Ansvisor Starter $49 is two engines. VisiScan free already has four. Monitor API re-runs 12 questions. Ansvisor MCP lists list_brands and get_visibility_summary in the README. Promptwatch Agent Chat sits on visibility data including crawler logs on Professional. The two-engine versus four-engine gap is real on the entry tier, and it is the gap that decides who the tool is for. Two engines on Ansvisor Starter is a narrow watch on ChatGPT and Perplexity. Four engines on VisiScan free is a wider snapshot that includes Claude. The MCP on Ansvisor is the part an engineering team cares about, because MCP is a contract you can call from a repo. Agent Chat on Promptwatch is the part an operator cares about, because it answers over live data instead of a frozen scan.
Actors
| Actor | VisiScan | Ansvisor | Promptwatch |
|---|---|---|---|
| Chat over data | Scan report | Agent Chat | Agent Chat |
| Files / briefs | Schema paste | Briefs, articles in chat | AEO articles |
| Publish CMS | No | Not Webflow/Framer on listing | Yes |
| Self-host | No | MIT | No |
| Logs | No | Snippet | Agent Analytics |
The chat row separates a report from a conversation. VisiScan's chat over data is a scan report, a fixed document you read. Ansvisor's is Agent Chat, a back-and-forth over the brands and prompts it tracks. Promptwatch's is Agent Chat over visibility data, including the crawler logs on Professional. A report ends when you finish reading it. A chat keeps going as long as you have questions, and the value of the chat depends on what data sits under it. A chat over a frozen scan is a chat over a moment. A chat over a live program with logs is a chat over a moving picture, and that is the difference the row hides.
The files row is about what the tool produces. VisiScan produces schema you paste, meaning the file is the deliverable and you move it. Ansvisor produces briefs and articles in chat, meaning the draft shows up in the conversation and you take it from there. Promptwatch produces AEO articles, meaning the draft is queued for review and then published. Schema paste is a file. A brief in chat is a prompt for a writer. An AEO article is a piece of content with a path to the site. The row reads as files, but it is really about how close the output is to a published page.
The publish row is the one that decides whether the work ships. VisiScan does not publish to a CMS. Ansvisor is not documented as Webflow or Framer on the listing. Promptwatch publishes to Webflow and Framer. The gap between "no" and "not documented" and "yes" is the gap between a file, a draft, and a page. A team that wants the article to land in the site without a copy step has one column that does it, and the other two stop short of that step for different reasons. VisiScan stops because paste is the model. Ansvisor stops because the listing does not claim a CMS push, only briefs in chat.
The self-host row is the one that pulls a specific buyer. VisiScan is not self-host. Ansvisor is MIT, so you can run it yourself. Promptwatch is not self-host. The MIT license is a real feature for a buyer who wants to inspect the code, run it on their own infrastructure, and own the keys. It is not a feature for a marketing team that wants a dashboard. The row matters because it changes who owns the tool. A self-hosted repo is owned by the engineering team that runs it. A SaaS scan is owned by whoever holds the login. The ownership question is upstream of the feature question.
The logs row is the crawler-log test again, and it is the row we keep coming back to. VisiScan has no logs. Ansvisor publishes a snippet, which is a traffic signal, not a fetch record. Promptwatch has Agent Analytics, the crawler-log layer. A snippet tells you traffic moved. A log tells you which crawler came, what it fetched, and where the error was. The snippet is downstream evidence. The log is upstream evidence, and upstream evidence is what you need to fix a crawl problem before it becomes a citation problem.
Pick Ansvisor if engineering will run Cloro and you wanted MCP against a repo. The MIT license and the MCP README make it the right pick for a team that wants to call the tool from code and own the stack. Pick VisiScan if the deliverable is a local PDF. The $49 report with schema to paste is a fair named-rate deliverable for a single URL, and the free scan is a fair first look. Pick Promptwatch if the actor had to close the loop. The loop is measure, write, publish, and log, and only one column names all four steps. BYO keys on Ansvisor are still planned on the README, which is the part to verify before you commit engineering time to it.