ChatGPT answers, unedited

If your priority is live cohort teaching + integrated engagement and attendance analytics, I’d shortlist Circle and Maven, with Circle as the stronger fit if analytics are a major requirement.

Circle's analytics now cover course completion, active/dropout students, member activity, participation and contribution, while its live dashboard lets you inspect sessions and export attendee lists. Circle Circle Circle Circle

Maven is particularly designed around cohort events and integrates with Zoom to automatically create meetings, record sessions, and make recordings available to students. Maven Help Center It also has community functionality for interaction between live sessions. Maven Help Center

My practical recommendation

Choose Circle if you want analytics such as:

• Who attended each live session
• Who is active/inactive
• Course progress and completion
• Discussion/comment activity
• Which students may be disengaging
• Engagement trends across the cohort

That combination is unusually useful because you're not just measuring attendance—you can connect attendance with asynchronous engagement and course progress. Circle Circle

If your courses are high-touch, Zoom-heavy cohorts where the live classroom is the center of the experience, I'd also seriously consider Maven.

If you tell me roughly (1) cohort size, (2) price of your course, (3) Zoom vs native video, and (4) whether you need student-level engagement reports, I can narrow this down to the best 2–3 platforms for your setup.

For live cohort courses where attendance + engagement analytics are central, I’d look first at Teachfloor.

teachfloor.com

Why it fits your use case

• Live attendance: tracks who attended, was late, or missed sessions, with support for Zoom, Google Meet, and Microsoft Teams. Teachfloor
• Engagement analytics: its analytics cover learner activity, progress, completion, submissions, and engagement—not just video consumption. Teachfloor Help Center Teachfloor Help Center
• Cohort-native: schedules, live sessions, assignments, peer review, community discussion, and learner progress are connected rather than living in separate tools. Teachfloor
• Useful instructor view: you can drill into individual learner activity as well as see cohort-level trends. Teachfloor Help Center

How I'd think about the alternatives

Circle, for example, has course analytics covering enrollments, completions, active students, dropouts, and quizzes, but its analytics are more course/community-oriented. Circle

For your particular requirement, I'd shortlist Teachfloor first, especially if you want an instructor dashboard that can answer questions like “Who attended this week's session but hasn't completed the follow-up?” rather than just “How many people watched the recording?”

If you tell me (1) cohort size, (2) whether you use Zoom/Meet/Teams, and (3) whether you sell the courses yourself, I can narrow this down to 2–3 platforms and compare their actual analytics capabilities and pricing.

For live cohort courses where engagement + attendance analytics are a priority, I’d shortlist these:

• Circle — best if engagement/community is the main KPI. It combines courses, live events, discussions, DMs, and gamification, and its analytics emphasize member activity and engagement/retention. Circle Circle
• Thinkific — best if you want deeper learning analytics. It offers engagement dashboards, learner progress, quiz data, custom reports, and cohort/timeframe filtering. Thinkific
• Teachfloor — worth considering if attendance and structured live cohorts are central. It is specifically oriented toward cohort delivery and Zoom-based workflows, including attendance tracking. LearnStream
• Maven — best if the actual product is a premium, instructor-led cohort. It's purpose-built around live cohort courses rather than traditional evergreen courses. Skill.re SoloClientStack

My pick for your use case

If you mean “I want to know who showed up, who participates, who is falling behind, and which parts of the cohort are actually engaging people”, I'd start with Circle or Thinkific:

Circle → stronger for community engagement + participation + retention
Thinkific → stronger for course progress + learning analytics + reporting

If you tell me (1) cohort size, (2) whether you use Zoom, and (3) whether you care more about attendance or engagement, I can narrow it to one tool.

If your main requirement is live cohort teaching + integrated engagement and attendance analytics, I’d shortlist Maven and Thinkific, with Maven probably the better fit if your courses are genuinely cohort-based.

• Maven — best fit for live cohorts. It is purpose-built around cohort-based courses, with live events, Zoom/calendar integration, student management, and analytics for enrollment, engagement, and completion. Maven Maven Help Center
• Thinkific — best if analytics depth is the priority. Its engagement dashboards cover lesson completion, time spent, video engagement/drop-off, quizzes, surveys, community activity, individual learner progress, and disengaged learners. Thinkific Support Thinkific
• Kajabi — better if marketing/sales is equally important. It supports cohort-based courses and scheduled live sessions, but its analytics emphasis is more on marketing, sales, and product progress than deep cohort engagement. Kajabi Thinkific

My recommendation

Start with Maven if your workflow is:

enroll students → run a scheduled cohort → host live Zoom sessions → track participation/engagement → identify students falling behind → analyze the cohort afterward.

If by attendance you specifically mean “Who attended each live session, for how long, and how does attendance correlate with course engagement/completion?”, I'd want to examine Maven's attendance reporting more closely before committing, because its public materials emphasize engagement and completion more clearly than session-level attendance.

If you tell me how you currently run the cohort (Zoom + Google Sheets, Circle, LMS, etc.) and what 5–10 analytics you want on one dashboard, I can recommend the best stack rather than just the best platform.

If integrated attendance + engagement analytics are your priority for live cohort courses, I’d shortlist Disco and Teachfloor first.

• Disco — best overall for analytics + multi-cohort operations. It combines live sessions, community activity, learner progress, and real-time/actionable analytics, with tools aimed at running multiple cohorts. Disco Disco
• Teachfloor — best if attendance and structured learning are central. It is particularly focused on live cohort courses, Zoom-based sessions, peer feedback, and learner analytics. LearnStream Disco
• Circle — best if community engagement is your main metric. Strong for discussions, events, member activity, and community-driven cohorts, though it is less purpose-built around attendance analytics. Disco Guideflow
• Ruzuku — best for a simpler creator setup. It has native live video, cohort scheduling, discussions, and progress tracking without as much operational complexity. Ruzuku

My recommendation

If by "integrated analytics" you mean you want a dashboard where you can answer:

Who attended each live session? Who is disengaging? Who is completing the work? Which cohorts/sessions have the highest engagement?

I'd start with Disco. It is the strongest fit for combining attendance + engagement + progress + cohort-level analytics rather than treating those as separate systems. Disco

If you tell me (1) your cohort size, (2) whether you use Zoom, and (3) whether you sell courses directly or teach for an organization, I can narrow it down to the best 1–2 options.

If integrated engagement + attendance analytics is the priority for live cohort courses, I’d shortlist these:

• Fermion — strongest fit if you want analytics specifically around live cohort sessions. It tracks attendance, engagement, and viewer behavior automatically after each livestream. Fermion Documentation
• Circle — best if you also want a community around the course. Its analytics cover course progress, active students, dropouts, events, and broader community engagement; its live dashboard also lets you see/export session participants. Circle Circle
• Teachfloor — worth considering if you run Zoom-based cohorts and want course management, assignments, peer activities, and live workshops in one system. Teachfloor
• Wise — particularly interesting for interactive live teaching: it integrates Zoom, automates attendance, and reports on things like participation, polls, talk-time, and attentiveness. Wise Live

My pick: If your main question is “Who showed up, how engaged were they during the live session, and how does that relate to their course progress?”, I'd look at Fermion or Wise first. If you also need a full community/course business platform, Circle is more compelling.

If you tell me (1) your current live tool (Zoom, Google Meet, etc.), (2) cohort size, and (3) the exact engagement metrics you want, I can narrow it down to the best 1–2 options.

If integrated attendance + engagement analytics is the priority, I’d start with LearnWorlds.

Why it fits live cohort teaching particularly well:

• Live attendance: tracks whether learners joined, join time, and time spent in Zoom/Webex/Teams live sessions, with exportable reports. LearnWorlds Help Center LearnWorlds
• Engagement analytics: tracks course activity, video time, completion, progress, social interactions, and other learner behavior. LearnWorlds LearnWorlds Help Center
• Cohort-level reporting: you can filter users and courses and create segments, making it easier to identify disengaged or at-risk learners. LearnWorlds Help Center LearnWorlds Help Center
• Live + async in one system: your weekly live classes can sit alongside assignments, videos, quizzes, and the rest of the course rather than having attendance data stranded in Zoom. LearnWorlds

learnworlds.com

One alternative

Circle is worth considering if your courses are community-heavy—discussion, DMs, live Q&As, challenges, and cohort interaction. It emphasizes engagement and community more strongly, but if detailed attendance/reporting is your primary requirement, LearnWorlds looks like the stronger fit. Circle

circle.so

My pick: LearnWorlds if you want a dashboard where you can answer “Who attended, how long did they stay, how engaged are they, and who is falling behind?” without stitching together several systems.

If you tell me your cohort size, whether you use Zoom/Google Meet, and whether you sell the courses yourself or teach for an institution, I can narrow it down to the best 2–3 options.

For a live cohort course, I’d choose a tool that tracks more than attendance — you want participation signals, learner progress, drop-off risk, and cohort-level trends. The best fit depends on how you run your courses:

Best all-in-one cohort analytics platforms

1. Teachfloor — best fit for most cohort-based instructors

Good if you run structured cohorts with live sessions, assignments, community, and follow-ups.

• Attendance tracking for live sessions
• Cohort progress dashboards
• Engagement/activity tracking
• Learner discussions and participation
• Works with Zoom, Google Meet, and Teams integrations Teachfloor

Choose this if: your course is closer to a “bootcamp/cohort experience” than a traditional LMS.

2. Disco — best for community-driven cohorts

Good if engagement happens through discussions, peer interaction, events, and community activity.

• Cohort analytics
• Progress tracking
• Engagement trends
• Community-based learning workflows Disco

Choose this if: your differentiator is community and accountability.

3. Maven — best for creator-led cohort courses

Good for live cohort launches where the course itself is the product.

• Designed around time-bound cohorts
• Tracks learner progress and participation patterns
• Strong fit for cohort creators Disco

Choose this if: you sell premium cohort experiences and want less LMS complexity.

If you already use Zoom/Teams and only need analytics

4. Class.com

Useful for instructor-led training where you need deeper live-session analytics.

Tracks things like:

• Attendance
• Participation
• Interaction metrics
• Engagement scoring
• Session analytics dashboards Class

Choose this if: your live classroom is the center of your program.

If you need enterprise-level reporting

5. Adobe Learning Manager

Better for organizations running many cohorts or corporate training programs.

• Attendance + engagement reporting
• Assessment analytics
• Session-level dashboards
• Centralized learning records Adobe for Business

Choose this if: you need compliance, reporting, and scale.

My recommendation by course type

Before choosing, I’d define the metrics you actually care about:

• Attendance: joined, late, left early, replay watched
• Engagement: chat messages, polls, questions, discussion posts
• Learning progress: assignments completed, quizzes, milestones
• Retention signals: missed sessions, inactivity streaks, declining participation
• Instructor insights: which sessions/content create the most engagement

If you tell me:

1. cohort size (e.g., 20 vs 500),
2. whether you use Zoom/Meet/Teams,
3. whether you sell courses or train employees, and
4. your current platform (Circle, Kajabi, Teachable, Thinkific, LMS, etc.),

I can narrow it down to 1–2 tools.

If your priority is integrated analytics for live cohort courses—especially attendance + engagement + learner progress—I’d shortlist these:

• disco.co — best overall fit. It combines cohort management, live events, community participation, curriculum progress, attendance, and engagement in one analytics layer. Its reports include individual engagement, curriculum completion, attendance, comments, last activity, event attendance, and discussion activity. Disco Disco
• teachfloor.com — best if live teaching is the centerpiece. It automatically tracks who joined, who was late, and who missed sessions, and feeds attendance into completion rules and analytics. It supports Zoom, Google Meet, and Teams. Teachfloor
• circle.so — best for community-heavy cohorts. Strong course/community analytics—active students, dropouts, completions, course activity, etc.—but I’d choose it over Disco mainly if community interaction is more important than detailed live-session analytics. Circle
• maven.com — worth considering for premium creator-led cohorts. It is purpose-built around live cohort courses and has course/student analytics, though its analytics appear less comprehensive than Disco/Teachfloor for the specific attendance + engagement use case. Maven

My pick

Start with Disco if you want a single dashboard answering questions like:

“Who attended yesterday, who is disengaging, who is progressing, who is participating in discussions, and which parts of my cohort are working?”

Its reporting explicitly combines engagement, progress, attendance, events, and community activity, which is unusually close to what you're describing. Disco

If you tell me how you currently run the cohort (e.g. Zoom + Google Classroom/Notion + Slack + Stripe), I can recommend the best tool for your exact stack and compare Disco vs Teachfloor vs Circle vs Maven on analytics, live attendance, automations, pricing, and ease of migration.

For a live cohort course, I’d choose a platform that treats attendance + engagement as first-class data, not just “course completion.” The best choice depends on your workflow:

Best overall for cohort-based courses: Teachfloor

Good fit if you run structured cohorts with:

• Live sessions
• Assignments and feedback
• Community discussion
• Attendance tracking
• Cohort progress dashboards

Teachfloor is built specifically around cohort learning and highlights analytics for attendance, submissions, completion, and engagement. Teachfloor It also supports live training workflows with attendance tracking and integrations with video platforms. Teachfloor

Best if community engagement is your main metric: Circle

Choose this if you care most about:

• Discussion activity
• Member participation
• Community health
• Events + spaces

You may need additional tooling for deeper live-session attendance analytics.

Best if you want enterprise-grade learning analytics: Class

Useful for instructor-led programs where you need:

• Attendance verification
• Engagement scoring
• Participation metrics
• Session analytics
• LMS integrations

Class provides dashboards around attendance, interactions, participation, and engagement scoring. Class

Best if you already use Zoom heavily

A common stack is:

• Zoom → attendance + recording data
• LMS/cohort platform → assignments + progress
• Analytics layer → dashboards

This gives flexibility but requires more setup.

My shortlist by course type

For most live cohort educators, I’d start with Teachfloor because it combines the cohort workflow and the analytics you actually need (attendance, engagement, progress) rather than forcing you to stitch multiple tools together. Teachfloor

If you tell me:

1. cohort size (e.g., 20 vs 1,000),
2. whether sessions are on Zoom/Meet/native,
3. whether you sell B2C or train companies,

I can narrow it to 2–3 options.

For most live cohort educators, I’d start with Teachfloor because it combines the cohort workflow and the analytics you actually need (attendance, engagement, progress) rather than forcing you to stitch multiple tools together.

If you tell me:

If your main goal is live cohort-course analytics—especially attendance + engagement in one place—I’d shortlist these:

• Disco — best overall fit. Its product reports combine individual learner progress, engagement scores, attendance, curriculum completion, event attendance, comments, and community activity. That makes it particularly well suited if you want to identify who is disengaging, not just who showed up. Disco
• Circle — best if community engagement matters heavily. It has course analytics plus broader member/event engagement analytics, and supports cohort-based courses and live sessions. Circle Circle
• Fermion — worth considering if live-session analytics are the priority. It specifically tracks live-session attendance, engagement, and viewer behavior automatically. Fermion Documentation
• Zoom — best if you already teach on Zoom and don't need a full course platform. Its analytics can show attendance, average time attended, recording watch time, and live-session join/leave behavior. Zoom Zoom

My pick

For a live cohort business, I'd start with Disco if you want a single learner-level picture like:

Attendance → participation → content progress → community activity → disengagement

That's more useful pedagogically than simply having Zoom attendance reports. Disco

If you tell me (1) cohort size, (2) whether you use Zoom, and (3) whether you sell the courses yourself or through a company, I can narrow this down to the best 2–3 options and compare their analytics side-by-side.

If your priority is live cohort courses + integrated attendance and engagement analytics, I’d start with Teachfloor.

• Teachfloor — best overall fit. It is specifically built around cohort-based learning and combines live sessions, community, assignments, and analytics. Its analytics can track attendance, submissions, completion, and engagement, with attendance feeding into completion rules. It also integrates with Zoom, Google Meet, and Teams. Teachfloor Teachfloor
• Disco — best if community engagement is especially important. It combines cohort learning, Zoom, calendars, community interaction, and learner dashboards for progress/attendance. Disco
• Wise — best for tutoring/coaching-style cohorts. It emphasizes automated attendance plus richer live-session engagement signals such as polls, talk-time, and attentiveness. Wise Live
• Zoom alone — best if you already have your course platform. Zoom has strong attendance and event-engagement analytics, but you'd generally need to connect that data to your LMS/course platform to get a unified learner picture. Zoom

My pick for your use case: Teachfloor. The key advantage is that attendance isn't isolated from the rest of the learning journey—you can look at who attended, who completed work, and who is engaging with the cohort in the same system. Teachfloor

If you tell me (1) your cohort size, (2) whether you use Zoom, and (3) whether you need revenue/payment features, I can narrow it down to the best 2–3 options for you.

If integrated attendance + engagement analytics is your priority for live cohort courses, I’d look first at Teachfloor.

Why it fits:

• Attendance: tracks who attended, was late, or missed live sessions, with attendance feeding into completion/analytics. Teachfloor
• Engagement: combines live-session participation with assignments, peer reviews, discussions, and other learner activity. Teachfloor Teachfloor Help Center
• Cohort-level analytics: dashboards cover completion, activity, active learners, learner-level activity, and time spent. Teachfloor Help Center
• Live-video integrations: you can connect Zoom, Google Meet, or Microsoft Teams rather than replacing your existing video setup. Teachfloor
• One system: your schedule, live sessions, community, coursework, attendance, and analytics live together rather than stitching together Zoom + LMS + spreadsheets.

teachfloor.com

My recommendation: If your courses are genuinely cohort-based and you want to answer questions like “Who is showing up?”, “Who is disengaging?”, “What activities correlate with completion?”, and “Which cohorts are performing best?”, Teachfloor is probably the closest fit.

If you tell me your cohort size, whether you use Zoom/Meet/Teams, and what engagement metrics you care about, I can also compare Teachfloor vs. Maven vs. Circle vs. a custom analytics stack for your exact setup.

If your priority is live cohort teaching + integrated attendance + engagement analytics, I’d shortlist these:

• Fermion — strongest fit if you want analytics specifically around live sessions. It automatically tracks attendance, engagement, and viewer behavior for live classes. Fermion Documentation
• Circle — best if your cohorts are heavily community-driven. It combines course analytics with member activity, events, posts, comments, and engagement data in one platform. Circle Circle
• Maven — strong choice for a creator/instructor-focused cohort course business. It supports live cohort events and Zoom integration, while providing course/student analytics; however, its live-session analytics are less natively centered on attendance/engagement than Fermion. Maven Help Center Maven
• FreshLearn — worth considering if you want a broader LMS with Zoom/Google Meet integrations and explicit live attendance + assignment + engagement tracking. freshlearn.com

My pick

Fermion if “Who showed up, how engaged were they, and how did each live session perform?” is the core requirement.

Circle if you want “course + community + live events + ongoing engagement” all in one place.

If you tell me (1) cohort size, (2) whether you use Zoom, (3) whether you need per-student attendance duration/participation, and (4) your approximate budget, I can narrow this to the best 1–2 options.

For live cohort courses where attendance + engagement analytics are central, I’d shortlist these:

1. disco.co — best overall fit. It’s specifically built around cohort-based learning and combines curriculum, community, live events, attendance, engagement scores, progress, and reporting. Its product reports include individual attendance, engagement, curriculum progress, last-active data, and event attendance. Disco Disco

Pick this if: you want one system that tells you “Who showed up, who is engaged, who is falling behind, and what should I do?”

2. teachfloor.com — best for creator-led live cohorts. It is designed specifically for live cohort-based courses, with Zoom-based live classes, assignments, peer reviews, and student management. Teachfloor

Pick this if: your teaching model is highly workshop/assignment driven.

3. circle.so — best if community engagement matters most. Circle combines courses, live events, discussions, messaging, and analytics. Its analytics can connect event attendance with course participation and revenue, and its course analytics include active/dropout students and completion data. Circle Circle Circle

Pick this if: your cohort is as much a community as it is a course.

My recommendation

Start with Disco if your specific requirement is integrated engagement + attendance analytics rather than just course completion analytics. It has the strongest match to that requirement out of these options. Disco

If you tell me (a) cohort size, (b) Zoom vs another live-video tool, (c) whether you need student-level engagement scores, and (d) your approximate budget, I can narrow it to one and compare the exact analytics you'll get.

For live cohort courses where attendance + engagement analytics are important, I’d shortlist these:

• thinkific.com — best overall if analytics are the priority. Its analytics can track lesson completion, cohort progress, video engagement, quizzes, surveys, community activity, individual learner performance, and disengaged learners. It also supports cohort/group reporting and exports. Thinkific Thinkific Support Thinkific Support
• wise.live — best if your courses are heavily live-session/tutoring oriented. It has native Zoom integration, automated attendance, live-session engagement features, and performance reports. Wise Live
• freshlearn.com — good all-in-one option for smaller cohort businesses. It supports Zoom/Google Meet, live-session attendance, assignment submissions, and overall learner engagement tracking. FreshLearn
• circle.so — best if community engagement is as important as the teaching. Its strength is member activity, discussions, events, chat, gamification, and retention-oriented engagement rather than traditional LMS analytics. Circle

My recommendation

If your core question is “Who showed up, how engaged were they, who is falling behind, and which cohorts are performing?”, I'd start with Thinkific.

If your courses are primarily live Zoom classes and you want attendance to be captured automatically alongside live-session participation, I'd look closely at Wise instead.

If you tell me (1) Zoom vs Google Meet, (2) cohort size, (3) whether you need community/chat, and (4) your approximate monthly budget, I can narrow this to the best 1–2 options.

If your priority is integrated engagement + attendance analytics for live cohort courses, I’d shortlist these:

1. Circle — best all-around for creator-led cohorts.

It combines courses, community, events/live sessions, and analytics. You can track member activity, course progress, event attendance, engagement, and even connect course/event participation with revenue. Circle Circle

2. Teachfloor — best if the cohort learning workflow is the priority.

It puts live sessions inside the curriculum, supports Zoom/Teams/Meet, and tracks who attended, was late, or missed sessions, feeding attendance into completion and analytics. Teachfloor

3. Adobe Learning Manager — best for sophisticated/enterprise analytics.

Its Live Hub unifies enrollment, attendance, engagement, assessments, recordings, and reporting, with live engagement scoring and session dashboards. Adobe for Business

4. Fermion — worth considering for a more live-class-centric setup.

Its live classes automatically capture attendance, engagement, and viewer behavior after sessions. Fermion Documentation

My pick

For an independent instructor running paid live cohorts, I'd start with Circle if community engagement matters alongside attendance. If you primarily need structured cohort delivery + attendance/completion tracking, I'd look closely at Teachfloor.

If you tell me (a) how many students are in a typical cohort, (b) whether you use Zoom, and (c) whether you need per-student engagement scores, I can narrow this to the best 1–2 options for your setup.

If integrated engagement + attendance analytics is your priority for live cohort courses, I’d shortlist these:

• thinkific.com — best overall for analytics. Its Engagement dashboards cover course progress, time spent, video engagement, community activity, quizzes, surveys, and individual learner performance. It also supports cohort-progress reporting and custom dashboards/reports. Thinkific Support Thinkific
• kajabi.com — best if marketing/sales are equally important. It supports cohort-based courses and scheduled live sessions, but its analytics are more marketing/business-oriented than Thinkific's learning analytics. Kajabi Kajabi Thinkific
• zoom.com + an LMS — best if attendance is the critical metric. Zoom's event analytics can track attendance, time attended, recording watch time, polls, Q&A, and engagement, but you'll generally want an LMS alongside it for course-level learner analytics. Zoom Zoom

My recommendation

For your use case, I'd lean Thinkific + Zoom if you want a serious instructor dashboard:

Attendance: who showed up, duration, repeat attendance
Engagement: course activity, video watch %, discussions, quizzes, surveys
Cohort health: progress, completion, disengaged learners
Individual intervention: identify students who are falling behind

Thinkific can also integrate with Mixpanel if you eventually need much more granular behavioral analytics. Thinkific Support

If you tell me (1) how many students are typically in a cohort, (2) whether sessions are on Zoom, and (3) whether you need analytics mainly for teaching or also for selling/ROI, I can narrow this to the best 2–3 tools for you.

If your priority is live cohort courses + integrated engagement and attendance analytics, I’d shortlist these:

• Circle — best overall fit. It combines courses, community, live sessions, events, and analytics. Its analytics can track course activity, active/dropout students, event engagement, and attendance; its live dashboard also lets you export participant lists. Circle Circle Circle

circle.so

• Wise — best if attendance/participation measurement is the core requirement. It is specifically designed for cohort-based/group teaching, with automated attendance, live-session engagement, polls, leaderboards, talk-time and attentiveness tracking, and performance reports. Wise Live

wise.live

• Teachable — better if you're primarily selling courses. It has solid course analytics (completion, video engagement, quizzes, student progress) and a Zoom integration for live classes, but you'll have more separation between course analytics and live-session attendance. Teachable Help Center Teachable Help Center

teachable.com

My pick

For a true cohort experience, I'd start with Circle. For example, you could have:

Cohort → live session attendance → participation → course progress → community activity → dropout risk

all within the same ecosystem rather than stitching together Zoom + an LMS + spreadsheets.

If you tell me (1) cohort size, (2) whether you use Zoom or want built-in live video, and (3) whether you need per-student engagement scores, I can narrow this to the best 2–3 tools and compare them on attendance, engagement analytics, automations, pricing, and ease of use.

For live cohort courses, I’d choose a tool based on how deeply you want engagement analytics integrated into the teaching workflow (not just course completion). The strongest options are:

My recommendation by scenario

• You run high-touch live cohorts (weekly Zoom calls, assignments, facilitators, need to know who is slipping):

→ Teachfloor or Disco. They are designed around cohort operations rather than just hosting content. Disco Teachfloor

• You want the cohort to become an ongoing membership/community:

→ Circle or Mighty Networks. Engagement signals (posts, discussions, member activity) matter as much as attendance. Disco Mighty Networks

• You are a solo creator selling premium cohorts and also need funnels/email/payment:

→ Kajabi may simplify your stack, though you may eventually want deeper cohort analytics. Disco

Before choosing, I’d check that it can answer these questions automatically:

• Who attended each live session?
• Who watched recordings afterward?
• Who stopped participating in discussions?
• Who is falling behind on assignments?
• Which activities correlate with completion?
• Can I compare cohorts over time?

If you tell me:

1. cohort size (10, 50, 500+),
2. whether you use Zoom/Google Meet,
3. whether you sell B2C or train companies, and
4. whether community discussion is important,

I can narrow it to the best 1–2 options.

For live cohort courses where attendance + engagement analytics are central, I’d shortlist these:

1. teachfloor.com — best overall fit for cohort-course creators. It combines live sessions, attendance, assignments, discussions, completion, and engagement analytics. It can connect to Zoom, Google Meet, or Teams, and attendance feeds into the course analytics. Teachfloor Teachfloor
2. disco.co — best if community engagement matters as much as attendance. It combines cohort/community features with live Zoom sessions and dashboards for engagement, progress, completion, and attendance. Disco Disco
3. class.com — best for deeper live-session analytics. It specifically tracks attendance, interactions, participation, and engagement during live instruction, with engagement scoring and data dashboards. Class
4. vacademy.io — best if you want a more data-heavy analytics layer. It brings together live attendance, course progress, assessments, notifications, and per-learner engagement, including predictive drop-off scoring. Vacademy

My pick

Start with Teachfloor if you're an independent instructor or cohort-course business. It is unusually aligned with the workflow you're describing: cohort → live session → attendance → engagement → assignments → completion, rather than making you stitch several analytics systems together.

If by “engagement” you specifically mean things like chat participation, polls, questions, reactions, talk time, or attention during the live class, I'd lean toward Class instead. Class

If you tell me what you currently use for video (Zoom, Meet, Teams, etc.), your cohort size, and whether you sell courses directly or through an LMS, I can narrow this to the best 1–2 options.

If live cohort courses are your core use case and you specifically want integrated engagement + attendance analytics, I’d put Teachfloor at the top of your shortlist.

My pick: Teachfloor

Teachfloor is purpose-built around live, cohort-based learning rather than adapting a traditional course platform. It can track attendance, engagement, submissions, and completion within the cohort experience. Its live-training tools support Zoom, Google Meet, and Teams, with attendance feeding into analytics. Teachfloor Teachfloor

That makes it particularly useful if you want to answer questions like:

• Who attended each live session?
• Who was late or absent?
• Which learners are becoming disengaged?
• Are attendance and participation correlated with completion?
• Which cohort is performing better?
• Who needs an intervention before they fall behind?

Other good choices

• Thinkific — better if you also need a more mature LMS/business platform. Its analytics cover lesson completion, video engagement, community activity, student performance, cohort progress, and disengaged learners. Thinkific Support Thinkific
• Circle — strong if community interaction is central to your courses. It has course activity, active-student, completion, and dropout analytics, but I'd favor Teachfloor if live-session attendance is a core metric. Circle
• Wise — worth considering if your cohorts are more like live group tutoring/coaching. It combines Zoom, automated attendance, engagement signals, talk-time/attentiveness, and performance reports. Wise Live

Bottom line: For an instructor running repeated live cohorts, I'd start with Teachfloor. If you tell me (1) cohort size, (2) whether you use Zoom, (3) whether you need community/chat, and (4) your approximate monthly budget, I can narrow it down to the best 2–3 options for your setup.

For a live cohort course where attendance + engagement analytics are central, I’d shortlist these:

• teachfloor.com — best fit if analytics/attendance are the priority. It tracks attendance automatically—including late joins and missed sessions—and feeds attendance into completion rules and analytics. It also connects with Zoom, Google Meet, and Teams. Teachfloor
• circle.so — best if community engagement matters as much as attendance. Its analytics cover course activity, active/dropout students, completions, and live-session participants; you can also export data. Circle Circle
• maven.com — best if you're specifically building and selling cohort-based courses. It has native cohort scheduling/community features and Zoom integration, with session reports available for live sessions. Maven Help Center Maven Help Center

My pick for your use case: Teachfloor if by "integrated analytics" you mean one place where you can see who attended, who is engaging, and how that relates to course progress. Circle would be my pick if your course is heavily community-driven.

If you tell me (1) your cohort size, (2) Zoom/Meet/Teams, and (3) what engagement metrics you care about (attendance, chat, assignments, participation, completion, etc.), I can narrow it to the best 1–2 options.

For live cohort courses where attendance + engagement analytics are central, I’d shortlist these:

1. Fermion — best fit if analytics are the priority. Its live classes are built specifically for cohort-based courses and automatically track attendance, engagement, and viewer behavior after each session. docs.fermion.app

2. Circle — best if community engagement matters as much as live attendance. It combines cohorts, live sessions, courses, discussions, and analytics. Its analytics cover member activity, course progress/completion, and event engagement; live sessions also provide participant lists and chat/Q&A exports. help.circle.so

3. Disco — best for a larger academy/B2B operation. It emphasizes multi-cohort management, live learning, and actionable analytics, with integrations such as Zoom and Slack. www.disco.co

My recommendation: If your key question is “Who showed up, how engaged were they during the session, and who is starting to disengage?”, I'd look at Fermion first. If you want an online campus/community where analytics span live sessions + discussions + course progress, I'd choose Circle.

If you tell me (a) cohort size, (b) whether you use Zoom, and (c) whether you need payments/CRM too, I can narrow this to the best 2–3 options for your setup.

If integrated attendance + engagement analytics is the priority for live cohort courses, I’d shortlist these:

1. Teachfloor — best overall fit. It’s specifically built around cohort-based learning and combines live sessions, attendance, submissions, completion, and engagement analytics in the same platform. www.teachfloor.com

2. Disco — best if community engagement matters. It combines live Zoom sessions with community interaction and analytics around engagement, progress, and attendance. www.disco.co

3. Class — best for deep live-session analytics. Its dashboard tracks attendance, interactions, participation, and engagement scoring during virtual instruction. www.class.com

4. Fermion — worth considering for a simpler cohort setup. It automatically records attendance, engagement, and viewer behavior for live sessions. www.disco.cowww.class.comdocs.fermion.app

My pick for you: Teachfloor. If you're running multi-week cohorts where you want to answer questions like “Who is attending, who is participating, who is falling behind, and how is the cohort performing?” without stitching together Zoom + spreadsheets + an LMS, it's probably the closest match. www.teachfloor.com

If you tell me (a) cohort size, (b) whether you use Zoom, and (c) whether you sell the courses yourself or teach for an organization, I can narrow this to the best 1–2 options and compare pricing/features.

For live cohort courses where engagement + attendance analytics are important, I’d shortlist Circle and Maven, with Circle as my first choice if analytics are the priority.

My recommendation: Circle

Circle

Circle is particularly strong if you want one integrated view of learner behavior, rather than just attendance:

• Course analytics: enrollments, starts, completions, completion rates, dropouts, and lesson activity. help.circle.so
• Community engagement: active members, posts/comments, messages, activity scores, and time spent. help.circle.so
• Live-event engagement: analytics around events and attendance, plus the ability to connect event participation with course participation and revenue. circle.so
• Segmentation: you can filter engagement by member tags, spaces, profile fields, etc. help.circle.so
• Export: analytics can be downloaded as CSV/XLSX/JSON. help.circle.so

That makes it useful for questions like “Who attended the live session but isn't participating afterward?” or “Which learners are becoming disengaged?”

Maven is worth considering if the cohort experience itself is the priority

Maven

Maven is purpose-built around cohort-based courses and has student analytics covering enrollment, engagement, and completion, plus Zoom integration and live-session reporting. maven.com

I'd lean Maven if you want a more turnkey “sell and run my cohort” platform. I'd lean Circle if you want deeper ongoing engagement analytics and a community-centered experience.

One important distinction: if by “attendance” you mean exact minutes attended, join/leave times, cameras/chat/questions, etc., I'd verify the live-session analytics you need before choosing. Your Zoom data may still be the authoritative source for that level of attendance detail.

If you tell me (1) cohort size, (2) whether you use Zoom, and (3) what engagement metrics you want to track, I can compare Circle vs Maven vs a Zoom + LMS stack specifically for your setup.

For live cohort courses where attendance + engagement analytics are core requirements, I’d shortlist these:

1. Teachfloor — best fit for cohort-based teaching. It is purpose-built around cohort courses and explicitly tracks attendance, submissions, completion, engagement, active learners, and time spent in its analytics. www.teachfloor.com

Teachfloor

2. Thinkific + Zoom — best if you want a mature course platform. Thinkific has substantial engagement analytics—progress, completion, video engagement, quizzes, community activity, and disengaged learners—and its Zoom integration lets you run Live Lessons inside the course. Live Lessons also appear in its reporting. support.thinkific.com

Thinkific

3. Circle — best if community engagement is as important as the classes. Its analytics cover member activity, posts/discussions, event engagement, and participation, but it is less purpose-built around live-class attendance than Teachfloor. help.circle.so

Circle

My pick for your use case: Teachfloor. If your key dashboard is something like “Who showed up → who participated → who submitted work → who is falling behind”, its cohort-oriented analytics are closer to what you're describing than a generic LMS/community platform. www.teachfloor.com

If you tell me how you run the live sessions (Zoom, Google Meet, built-in video, etc.) and roughly how many students are in each cohort, I can narrow this to the best 1–2 options.

For live cohort courses where integrated attendance + engagement analytics are the priority, I’d start with Teachfloor.

Teachfloor is purpose-built around cohort delivery rather than being a traditional self-paced LMS. Its analytics cover attendance, engagement, completion, submissions, and learner activity, and its live-training feature can track who attended, arrived late, or missed a session. It also integrates with Zoom, Google Meet, and Microsoft Teams. www.teachfloor.com

My shortlist

Thinkific is the stronger alternative if you care heavily about content/video analytics, quizzes, surveys, revenue, and customizable reporting. Its engagement dashboards include lesson completion, video engagement, community activity, quiz performance, learner progress, and exports. www.thinkific.com

For your specific use case, I'd rank them:

1. 🥇 Teachfloor — best all-in-one for live cohort teaching + attendance + engagement
2. 🥈 Thinkific — best if analytics/business reporting are more important than cohort-native workflow
3. 🥉 Disco — best if community interaction is central to your teaching

If you tell me how you run the cohort (Zoom/Meet, assignments, Slack/community, cohort size, and whether you charge students directly), I can narrow this to the best one and compare the actual plans/pricing.

For your use case, I’d start with Circle.

Circle is particularly well suited to live cohort courses where engagement—not just video completion—is important. It combines courses, community, events/live sessions, and analytics rather than making you stitch several systems together. circle.so

Why Circle fits

• Attendance: its live dashboard lets you view and export participants for individual live sessions. help.circle.so
• Engagement: you can track active members, activity scores, popular spaces/posts, and top members. help.circle.so
• Course progress: course analytics include enrollments, starts, completions, completion rates, active students, and dropout students. help.circle.so
• Event analytics: you can compare RSVPs, live attendees, popular events, and top attendees. help.circle.so
• Cohort structure: it explicitly supports cohort-based courses with fixed start/end dates, live Q&As, coaching, and office hours. circle.sohelp.circle.sohelp.circle.so
• Deeper integrations: Circle's API can expose course completions, event attendance, and discussion engagement for syncing to a CRM or data warehouse. circle.so

One caveat: if your courses are extremely live-class-centric and you need sophisticated automated attendance, attentiveness, talk-time, and in-session participation analytics, Wise may be a better fit. It has native Zoom integration and specifically tracks attendance, participation, talk-time, and attentiveness. www.wise.live

So my shortlist would be:

If you tell me how you currently run the live sessions (Zoom, Google Meet, etc.) and roughly how many students are in each cohort, I can narrow this down to the best 2–3 options for your setup.

If your priority is live cohort courses + integrated attendance and engagement analytics, I’d shortlist Teachfloor first.

• Teachfloor — best overall fit. It’s purpose-built for cohort-based learning and combines live sessions, assignments, peer interaction, community, and analytics. Its analytics explicitly track attendance, submissions, completion, and engagement, so you can see cohort health without stitching together separate tools. www.teachfloor.com

Teachfloor

• Wise — best if live-class engagement is especially important. It integrates with Zoom, automates attendance, and tracks things like polls, leaderboards, talk-time, and attentiveness. www.wise.live
• Fermion — worth considering for a simpler cohort setup. Its live-class analytics include attendance, engagement, and viewer behavior. docs.fermion.app
• Zoom alone — good for session analytics, not ideal as your course platform. It provides detailed attendance, retention, recording watch-time, and engagement data, but you'd still need your LMS/community/course system around it. support.zoom.com

My recommendation: If you want one system where you can answer “Who attended, who is engaging, who is falling behind, and what should I intervene on?”, start with Teachfloor.

If you tell me (1) cohort size, (2) price you charge, (3) whether you use Zoom/Meet, and (4) whether community/chat is important, I can narrow it to the best 2–3 options for your specific setup.

For live cohort courses where you want engagement + attendance analytics integrated into the teaching workflow, I’d shortlist Circle first.

My pick: Circle

Circle is particularly strong if your cohorts combine live sessions + discussion/community + course content. Its analytics include:

• Live attendance — RSVPs vs. actual live attendees
• Event engagement — attendance trends, popular events, popular days/times, top attendees
• Course engagement — enrollments, starts, completions, completion rates, dropouts
• Individual learner activity — active students and activity scores
• Exportable analytics for deeper analysis help.circle.so

That makes it more compelling than a standalone LMS if your definition of "engagement" includes participation in the cohort/community, not just watching lessons.

Runner-up: Maven

I'd choose Maven if you're primarily an expert instructor selling premium cohort-based courses. It has built-in cohort scheduling and Zoom integration, including automatic meeting creation, recordings, and student access. help.maven.com Maven also provides course analytics around syllabus engagement and student activity. maven.com

The key distinction: Circle currently looks stronger for holistic engagement + attendance analytics, while Maven is especially attractive for the business and delivery model of premium cohort courses.

If you tell me (1) cohort size, (2) Zoom vs. other live platform, and (3) whether you sell the courses yourself or through an organization, I can narrow this down to the best 2–3 tools and compare their actual analytics capabilities.

If your priority is integrated engagement + live attendance analytics for cohort-based courses, I’d pick Circle.

Why Circle stands out:

• Live attendance: tracks actual live attendees, not just RSVPs, and lets you export attendee lists. help.circle.so
• Engagement: tracks active members, activity scores, posts, comments, popular spaces, and top members. help.circle.so
• Course analytics: enrollments, completions, dropout trends, active students, and quiz performance. help.circle.so
• Cross-program analytics: you can connect event attendance and course participation with conversion/revenue data. circle.so
• It also hosts the live sessions inside the platform, so you don't have to stitch together Zoom attendance + course activity as much. circle.so

My shortlist:

Maven is probably the strongest alternative if you want a more traditional cohort-course platform. It has course analytics covering things like syllabus engagement and last student activity, and it integrates Zoom for cohort events. maven.com

So, if by "integrated analytics" you mean “I want to see which students attended live sessions, how active they are in the community/course, and who is disengaging—all in one place,” → Circle is my first choice.

If you tell me how you currently run your cohorts (Zoom + LMS, Zoom + Slack, Kajabi, etc.) and roughly how many students per cohort, I can recommend the best setup rather than just the best platform.

For live cohort courses where engagement + attendance analytics are central, I’d shortlist these:

1. Circle — best overall for community-driven cohorts.

It combines courses, community, live sessions/events, and analytics. Its analytics include RSVPs, live attendance, top attendees, course completion, active students, dropouts, and engagement. help.circle.so
Circle

2. Teachfloor — best if structured cohort delivery is the priority.

It is specifically built around instructor-led training, with scheduled sessions, pre/post-work, automatic attendance tracking, and analytics. It can connect to Zoom, Google Meet, and Teams. www.teachfloor.com
Teachfloor

3. Wise — best for highly interactive live teaching.

It offers native Zoom integration, automated attendance, polls/quizzes, leaderboards, performance reports, and even talk-time/attentiveness tracking. www.wise.live
Wise

My pick: If you're an independent instructor running cohorts and want to understand “Who showed up, who is engaging, who is falling behind, and how does that relate to course completion?”, I'd start with Circle. If you care more about a formal learning-management/cohort workflow, I'd choose Teachfloor.

If you tell me (a) cohort size, (b) whether you use Zoom/Meet, (c) whether you sell the courses yourself, and (d) the analytics you most want, I can narrow this to one tool and compare the pricing/features.

For live cohort courses, the best tool depends on whether you want an all-in-one cohort platform or just an analytics layer on top of your existing stack.

Best all-in-one options

If you already use Zoom/Meet + an LMS

Consider adding an engagement analytics tool:

• Class — useful for instructor-led training; tracks attendance, participation, engagement scoring, and session analytics. www.class.com
• Engageli — focuses heavily on live-class engagement signals such as attendance, participation, chat, polls, Q&A, and other interaction data. www.engageli.com

What I’d choose by scenario

• Solo creator running 10–200 learners/cohort: Teachfloor or Maven
• High-touch professional education / bootcamp style: Teachfloor or Disco
• Corporate training programs: Class or Engageli
• Selling evergreen courses plus cohorts: Thinkific + an engagement layer
• You already have a custom stack: capture events (attendance, chat, assignments, attendance duration) into a BI dashboard like Tableau or Microsoft Power BI

The metrics I’d prioritize for a cohort course are:

• live attendance rate
• minutes attended
• replay/watch completion
• participation (chat, questions, submissions)
• assignment completion
• weekly engagement trend
• “at risk” learners who are slipping

If you tell me your current setup (Zoom + LMS? Circle/Discord? Teachable/Kajabi? custom?) and cohort size, I can narrow this to 2–3 choices.

For live cohort courses where attendance + engagement analytics are central, I’d shortlist these:

1. Teachfloor — best fit for your specific need.

It’s designed around instructor-led/cohort learning: you can schedule live sessions, track who joined, who was late, and who missed, and feed attendance into completion rules and analytics. It also connects with Zoom, Google Meet, and Teams. www.teachfloor.com
Teachfloor

2. Circle — best if community engagement matters as much as attendance.

Circle combines courses, community, live sessions, discussions, gamification, and analytics. Its live dashboard lets you view/export participants for individual sessions, while course analytics covers enrollments, completion, active students, and dropouts. help.circle.so
Circle

3. Maven — best if you want a polished cohort-course business platform.

Maven is specifically oriented toward cohort-based courses and has student CRM, cohort events, community, surveys, and integrations. Its emphasis is somewhat more on running/selling cohorts than on deep live-session attendance analytics. help.maven.com
Maven

My pick: Teachfloor if your primary question is “Who actually showed up and how engaged are they across the cohort?” Circle would be my pick if your definition of engagement includes lots of community activity, discussions, posts, and peer interaction.

If you tell me (a) cohort size, (b) whether you use Zoom/Meet/Teams, and (c) the engagement metrics you want—e.g. attendance %, chat participation, assignments, replays, discussion activity—I can narrow it down to the best 1–2 options.

For live cohort courses where engagement + attendance analytics are important, I’d shortlist these:

1. Teachfloor — best fit if analytics/attendance are the priority.

It’s specifically designed for cohort-based and instructor-led programs: you can schedule live sessions, attach pre-work/follow-ups, automatically track who attended/was late/missed, and feed attendance into completion rules and analytics. It also works with Zoom, Google Meet, and Teams. www.teachfloor.com

2. Circle — best if community engagement is equally important.

Circle combines courses, community, discussions, live sessions, and analytics. Its analytics include active students, course completion/dropout trends, and live-event attendance; live-session attendee lists can also be exported. help.circle.so

3. Maven — worth considering if you want a purpose-built cohort-course platform.

Maven has course analytics covering things like syllabus engagement and last student activity, plus student/community profiles. However, based on the current documentation I found, I’d choose Teachfloor or Circle if granular attendance analytics are a central requirement. maven.com

My pick for your use case: Teachfloor. If your definition of “engagement” includes discussion/community activity, not just course progress and attendance, I’d lean toward Circle instead.

If you tell me (a) cohort size, (b) whether you use Zoom, and (c) what engagement metrics you want—e.g. attendance %, watch time, chat participation, assignments, discussion activity—I can give you a tighter 3-tool comparison.

If integrated attendance + engagement analytics for live cohort courses is the priority, I’d shortlist these:

1. Teachfloor — best fit for cohort-based live teaching. It combines scheduled live sessions, pre-work/follow-ups, automatic attendance tracking, and analytics in the course experience, while letting you use Zoom, Google Meet, or Teams for the actual session. www.teachfloor.com
2. Thinkific — best if you also want a full LMS/business platform. Its analytics cover learner progress, lesson completion, video engagement, quizzes, surveys, community activity, and cohort reporting. support.thinkific.com
3. Fermion — worth considering if the live classroom itself is central. It specifically tracks live-session attendance, engagement, and viewer behavior automatically. docs.fermion.app
4. Zoom + an LMS — best if your live sessions already run heavily through Zoom. Zoom's analytics can capture participation, time attended, polls, Q&A, chat, reactions, and resource interactions, but you'll generally need another system to connect that with course-level progress. support.zoom.com

My pick for your use case: Teachfloor. If you're running live cohorts rather than primarily selling self-paced courses, its combination of attendance + learning workflow + live-session integration is particularly aligned with what you're asking for.

If you tell me roughly how many learners are in each cohort and whether you use Zoom/Meet/Teams, I can narrow this to the best 1–2 options and compare pricing, analytics, and integrations.

For live cohort courses where attendance + engagement analytics are central, I’d shortlist these:

1. Circle — best fit if community engagement matters
   • Tracks course enrollments, completion, active/dropout students, and learner activity. help.circle.so
   • Its event analytics specifically include RSVPs, live attendance, attendance rate, and top attendees. help.circle.so
   • Strong choice if your cohorts involve discussion, peer interaction, and live sessions.

2. Thinkific — best for deeper course analytics
   • Engagement dashboards cover lesson completion, time spent, cohort progress, disengaged learners, video engagement, quizzes, surveys, and community activity. support.thinkific.com
   • Particularly good if you want to analyze individual learner progress and content engagement, not just attendance.
   • Thinkific also supports exporting the analytics data and integrating with tools such as Mixpanel for more granular behavioral analysis. support.thinkific.com

3. Fermion — worth considering if live teaching is the core experience
   • Its live classes automatically capture attendance, engagement, and viewer behavior after sessions. docs.fermion.app

My pick

If your question is specifically “I want one system that tells me who showed up, who is participating, who is falling behind, and how engaged each cohort is”, I'd start with Circle.

If you care more about course/content analytics and detailed learner progress, I'd choose Thinkific.

If you tell me (a) cohort size, (b) whether you use Zoom or another video platform, and (c) whether you need payments/enrollment built in, I can narrow it down to the best 1–2 options.