
Branching Scenario Software and AI Authoring in 2026
Ten branching scenario tools with real prices, plus the three different things vendors mean by AI authoring and which one actually saves you the week.
Software Guides articles, guides, and product updates from the Mini Course Generator blog.

Ten branching scenario tools with real prices, plus the three different things vendors mean by AI authoring and which one actually saves you the week.

We checked every education MCP server we could verify. Almost all of them read your LMS and none of the community ones build a course. Here is the full picture.

Six AI roleplay tools we could verify from vendor pages, the four we excluded and why, and the question none of these roundups answer: where does the score go?

Every healthcare LMS roundup lists features. None of them answers the three questions that decide the purchase. We read the accreditation claims, the security pages, and the contracts for all ten.

Every other answer to this question is a range. We opened 20 vendor pricing pages on the same day and wrote down what they actually charge, including the seat floors and the implementation fees nobody quotes.

Canvas discontinued its free tier. Thinkific says outright it has no free plan. We checked every free LMS still standing and wrote down the exact cap on each one.

Every LMS is priced per seat and assumes employees. Nonprofits run a churning volunteer roster. We checked what each vendor actually publishes, and found the one free option most nonprofits already qualify for.

Nine of ten partner training platforms publish no price. The one question that decides your bill is what the vendor counts: a login, an enrolment, or an account that exists. We got the answer for all ten.

One query, three product categories, and a 250-seat minimum hiding behind the top result. A buyer’s guide with the seat floors, the published prices, and the merger that reshaped this market nine days ago.