Subcategory · AI Citation Index
Education & LMS
The discovery shortlist is a three-tier stack. Google Classroom leads at 71% share across all four engines, Moodle follows at 63%, and Blackboard plus Schoology tie at 49%. A cluster of seven additional brands — from practice.do to Kajabi — splits the remainder, each visible on every engine but cited in fewer than half of buyer queries. No head-to-head evaluation data exists yet, so AI attention today flows entirely through discovery-stage prompts: buyers ask which platforms serve K-12 vs higher ed, which handle certification courses, which support STEM programs. This is a consolidated category with a clear Google anchor, but the tail is broad enough to fragment second-tier share.
35 discovery queries · refreshed May 1, 2026
Discovery stage
The shortlist
Across 35 buyer-style "Education & LMS" queries
Google Classroom shows up in 71% of buyer queries about education and LMS software, surfacing across ChatGPT, Claude, Gemini, and Perplexity. Moodle lands in 63% of those same prompts with identical four-engine visibility. Blackboard and Schoology tie at 49%, both present on every engine but less frequently cited. Practice.do, nearpod.com, and talentlms.com each appear in 37-40% of discovery queries, maintaining consistent visibility across all four engines despite thinner mention share.
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Signal by intent
By topic
Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.
Brands to know
In this category
Google Classroom
Free Google Workspace LMS for K-12
Read brand profile →Moodle
Open-source LMS for higher ed institutions
Read brand profile →Blackboard
Enterprise LMS for universities and colleges
Read brand profile →Schoology
PowerSchool-owned K-12 learning platform
Read brand profile →Brightspace (D2L)
Cloud LMS for higher ed and corporate
Read brand profile →Citation sources
Where AI pulls citations from
670 citations captured across Education & LMS prompt runs.
Vendor pages
188Product, help, and marketing pages from tracked vendors
Independent sources
162Reviews, encyclopedias, forums, press — not vendor-owned
Buyer questions
What AI cites for top Education & LMS questions
Every query in this category is discovery-stage exploration. Buyers ask AI for learning platforms by use case — certification courses, classroom management tools for teachers, STEM program software. The phrasings are vertical-specific and role-specific, not vendor-comparison questions. AI engines respond with shortlists that mix institutional LMS (Moodle, Blackboard) and course-creation tools (Teachable, Kajabi) depending on the framing of the ask.
Discovery
Buyers exploring the category- ClassDuo - Simplify Your Class Registrationclassduo.com
- Groov Software | Designed Exclusively for Music Schoolsgroovconnect.com
- StudioKit — More Teaching. Less Admin.studiokit.io
Evaluation
Buyers comparing optionsWant to know if AI cites your brand for Education & LMS?
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