ChatGPT answers, unedited

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.