VisiScan vs HubSpot AI Search Grader 2026
HubSpot grades. VisiScan pastes schema. Neither publishes to a CMS. Actor comparison with Promptwatch as the publish column.
HubSpot AI Search Grader acts once: it returns a score. VisiScan acts twice: it scores, then on $49 it emits schema and llms.txt for you to paste. Promptwatch Content Agents act on a CMS. That is the whole actor ladder. Do not confuse a JSON-LD blob with a review inbox. A grader that returns a number and stops is a one-step actor. A scan that returns a number plus files is a two-step actor, and the second step is paste. A program that measures, writes, queues for review, and publishes to a CMS is a four-step actor, and the four steps are what make it a loop rather than a snapshot. The ladder is short to read and easy to misread, because the steps look similar until you ask who does the carrying.
Actors
| Actor | VisiScan | HubSpot grader | Promptwatch |
|---|---|---|---|
| Score a URL | Free 40-answer scan | Free 3-engine grade | Explore / Essential |
| Repeat | $29/mo weekly | No | Standing prompts |
| Files | Schema, llms.txt on $49 | Shareable grade | AEO articles on paid |
| Publish | You paste | Nothing | Webflow, Framer |
| Logs | Readiness checkbox | None | Agent Analytics |
The score row is the entry step. VisiScan scores a URL with a free 40-answer scan. HubSpot scores a URL with a free 3-engine grade. Promptwatch scores through Explore or Essential. A free score is the part everyone offers, and it is the part that makes the tools look interchangeable. They are not. A 40-answer scan is a counted sample with a methodology page. A 3-engine grade is a number with a disclaimer. An Explore or Essential score is a program entry, with prompts and responses behind it. The score is the same shape of output and the work behind it is not.
The repeat row is where the grader falls off. VisiScan repeats at $29/mo weekly through the Monitor API. HubSpot does not repeat, because the grader is a one-shot. Promptwatch repeats with standing prompts. A one-shot is fine for a first look. A weekly re-run is a habit. A standing prompt program is a measurement that runs whether you log in or not. The row matters because a tool that does not repeat cannot be a tracker, and a tool that cannot be a tracker cannot be a KPI.
The files row is where VisiScan and Promptwatch pull ahead of the grader. VisiScan emits schema and llms.txt on the $49 report. HubSpot emits a shareable grade, which is a number you can forward. Promptwatch emits AEO articles on paid. A shareable grade is a slide. A schema blob is a file you paste. An AEO article is a draft queued for review. The row reads as files, but it is really about what the output can become. A grade becomes a screenshot. A schema blob becomes a paste. An AEO article becomes a page.
The publish row is the one that matters for an agentic argument. VisiScan publishes by paste, meaning you carry the files. HubSpot publishes nothing, because the grader has no publish step. Promptwatch publishes to Webflow and Framer. The gap between "you paste" and "nothing" and "yes" is the gap between a file, a dead end, 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 grader is not even in that conversation.
The logs row is the crawler-log test. VisiScan has a readiness checkbox, which is a signal, not a log. HubSpot has none. Promptwatch has Agent Analytics, the crawler-log layer. A readiness checkbox tells you the page is ready. A crawler log tells you whether the crawler came and what it fetched. The checkbox is a self-assessment. The log is an observation, and the observation is what you need to diagnose a citation problem.
HubSpot AEO at $50/mo is ~25 prompts, closed-loop, 28-day trial. One test on our listing reported 0% when other tools did not. That actor is not safer because it sits in HubSpot. The closed-loop framing sounds reassuring, and the HubSpot name sounds like an enterprise guarantee. The test on file is the evidence against the guarantee. A closed-loop test that reports 0% for a domain other tools still see is a test you cannot staff a program on, and the brand on the wrapper does not change that.
VisiScan Monitor API can create weekly jobs. Still 12 questions, four engines. Promptwatch Agent Chat sits on visibility data, not on last week's plumber scan. The Monitor API is a fine cadence on a small local set. Agent Chat is a conversation over a live program. The two are not the same actor, and the difference is what the data underneath the chat is doing. 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.
Pick
HubSpot if the only actor you needed was a slide. The free grade is a slide you can put in a deck, and that is the extent of what it is. VisiScan if you needed Claude plus files for a local URL. The four-engine scan with Claude on the pass, plus schema and llms.txt to paste, is a fair named-rate deliverable for a single page. Promptwatch if the next step is supposed to happen without another paste. The next step is publish, and publish is the step the other two do not name.