See which brands ChatGPT, Perplexity, Claude, and Gemini recommend, where the platforms agree, and what shapes visibility for this search.
Updated March 2026
Quick answer
We compared ChatGPT, Perplexity, Claude, and Gemini for this query. The recommendations below are the brands that appear most often across those AI answers, followed by the full platform-by-platform breakdown.
Each AI platform interprets this query differently and recommends different brands. Here is a side-by-side comparison of their responses.
OpenAI
ChatGPT distinguishes between course marketplaces (where the platform brings students) and course hosting platforms (where creators bring their own audience). For marketplaces, it recommends Udemy for reach and Skillshare for creative topics. For self-hosted courses, it recommends Teachable for beginners, Thinkific for more customization, and Kajabi as an all-in-one platform including marketing tools.
The response covers course creation features (video hosting, quizzes, certificates), marketing tools (landing pages, email, affiliate programs), and pricing models (transaction fees vs. monthly subscriptions). ChatGPT tends to recommend Teachable most frequently for independent course creators.
Perplexity AI
Perplexity cites creator economy publications and EdTech review sites. It provides current pricing comparisons and is more likely to mention Podia for digital downloads + courses, LearnWorlds for interactive course features, and Circle for community-first course experiences. Perplexity captures the trend toward cohort-based courses and mentions platforms like Maven that specialize in live, instructor-led learning.
The platform provides more specific revenue share and transaction fee data, which is critical for creators evaluating the true cost of each platform.
Anthropic
Claude helps users think through the business model behind their course before choosing a platform. It recommends Kajabi for creators building a full online business (courses + email + community + website), Teachable for creators focused purely on course delivery, and Gumroad or Podia for creators selling courses alongside other digital products.
Claude also discusses the strategic trade-off between marketplaces and self-hosting: marketplaces provide discovery but take significant revenue cuts and own the student relationship, while self-hosted platforms give creators full control but require them to drive their own traffic. It recommends starting on a marketplace for audience building, then migrating to self-hosted for maximum revenue.
Gemini mentions Google Classroom for educational institutions and YouTube for free course distribution alongside dedicated course platforms. It recommends Teachable and Thinkific while emphasizing integration with Google Workspace for course content creation and YouTube for promotional video hosting.
Gemini's framing positions free platforms (YouTube, Google Classroom) as starting points, which may discourage creators from investing in purpose-built course platforms that offer better monetization capabilities.
Analyzing responses from ChatGPT, Perplexity, Claude, and Gemini reveals consistent patterns in how AI platforms select and recommend brands for this query.
Online course platforms illustrate how the creator economy's growth is reshaping AI visibility dynamics. As more professionals create online courses, the volume of first-person reviews, comparison posts, and income reports about course platforms has exploded. This user-generated content is highly authentic and heavily weighted by AI platforms, meaning that platforms with enthusiastic user communities (Kajabi, Podia) earn outsized AI visibility relative to their marketing spend.
The category also shows the importance of business model clarity for AI visibility. Platforms that clearly communicate who they're for—Kajabi for full-time online business builders, Teachable for first-time course creators, Maven for cohort-based instructors—get matched more accurately to user queries by AI platforms. Platforms with unclear positioning appear less frequently because AI platforms can't confidently recommend them for specific use cases.
For course platform companies, the most effective AI visibility strategy is creator success stories. Content featuring specific creators who have built successful businesses on the platform (with revenue data when possible) earns citations from publications and blogs that AI platforms weight heavily. This social proof content is more influential for AI visibility than feature-comparison marketing.
Consumers asking this query also ask related questions. Explore how AI platforms answer these similar queries to identify more visibility opportunities.
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