Docebo
Docebo's tracked feed is its L&D blog, not a product changelog
Comparison · EdTech
Perusall vs Thought Industries
A side-by-side editorial comparison of Perusall and Thought Industries — release velocity, themes, recent moves, and the top alternatives to consider.
Perusall vs Thought Industries: at a glance
| Feature | Perusall | Thought Industries |
|---|---|---|
| Sector | EdTech | EdTech |
| Velocity score | 0.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | edtech, social learning, peer review, lms | ai-wave, conversational-ai, omnichannel-learning, customer-education |
| Last editorial update | 1mo ago | 4d ago |
| Website | — | Visit → |
What is Perusall?
Perusall refreshes its UI to absorb a year of expanded assignment types and instructor controls.
Perusall is a social-learning platform centered on collaborative annotation of course materials. The January 2026 release is a UI refresh — a single simplified sidebar, reorganized Settings, more flexible grouping — that consolidates the navigation around the broader feature set built up over 2024 and 2025. That earlier work pushed Perusall well beyond annotation: peer review went from new in mid-2024 to substantially refined a year later, with new assignment types (Fishbowl, instructor review), differentiated assignments, granular TA permissions, and reusable scoring templates.
What is Thought Industries?
Thought Industries launched AI Wave to push learning out of the standalone academy.
The feed is mostly customer-education thought leadership, but it anchors on one real product event: the AI Wave launch, introducing Omnichannel Learning and Conversational AI Learning. The surrounding blog posts on conversational AI, omnichannel discovery, and adoption measurement read as the demand-gen campaign supporting that launch. So this window mixes one concrete product move with a stack of marketing content.
Perusall vs Thought Industries: editorial side-by-side
Perusall
0.0EDTECH
Perusall refreshes its UI to absorb a year of expanded assignment types and instructor controls.
◆ Current state
Perusall is a social-learning platform centered on collaborative annotation of course materials. The January 2026 release is a UI refresh — a single simplified sidebar, reorganized Settings, more flexible grouping — that consolidates the navigation around the broader feature set built up over 2024 and 2025. That earlier work pushed Perusall well beyond annotation: peer review went from new in mid-2024 to substantially refined a year later, with new assignment types (Fishbowl, instructor review), differentiated assignments, granular TA permissions, and reusable scoring templates.
◆ Where it's heading
The product is evolving from an annotation tool into a course-assignment platform with instructor operations baked in. Peer review was the wedge in 2024; 2025 widened the assignment catalogue and added the kinds of controls (TA permissions, reusable rubrics, late-submission handling) instructors need to actually run those assignments at scale. The 2026 UI refresh signals consolidation — the team is making the broader catalogue discoverable rather than adding new features for now.
◆ Prediction
Based on the visible cadence — annual major batches around the start of the academic year — the next observable move is likely further refinement of peer review workflow flexibility, since that's been the most consistently iterated surface across the input entries.
Thought Industries
5.0EDTECH
Thought Industries launched AI Wave to push learning out of the standalone academy.
◆ Current state
The feed is mostly customer-education thought leadership, but it anchors on one real product event: the AI Wave launch, introducing Omnichannel Learning and Conversational AI Learning. The surrounding blog posts on conversational AI, omnichannel discovery, and adoption measurement read as the demand-gen campaign supporting that launch. So this window mixes one concrete product move with a stack of marketing content.
◆ Where it's heading
Thought Industries is betting that customer education has to meet learners in search, chat, and the moment of need rather than inside a destination LMS. AI Wave is framed as a launch series, implying more AI-native delivery features will follow under that banner. The blog cadence suggests the company is investing heavily in narrative to pull buyers toward this repositioning.
◆ Prediction
Expect further AI Wave releases extending conversational and omnichannel delivery, likely with measurement features tying learning activity to product adoption and retention.
Alternatives to Perusall and Thought Industries
Other EdTech products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Perusall or Thought Industries.
Google Classroom
Google Classroom is becoming a Gemini delivery surface as much as an LMS
LifterLMS
After the 10.0 feature push, LifterLMS settles into a steady security-hardening cadence.
Whatfix
Whatfix's tracked feed is its digital-adoption blog, not a product changelog.
Chamilo
Chamilo is racing a Symfony/Vue 2.0 rewrite to GA while hardening the legacy 1.11 line.
Graphy
Graphy's feed is an SEO content mill, not a product changelog
See all Perusall alternatives → · See all Thought Industries alternatives →
Recent activity from Perusall and Thought Industries
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoThought IndustriesAI Feature Adoption: How Customer Education Teams Keep Pace with Product Innovation
- 24d agoThought IndustriesAccelerate Product Adoption with Targeted Learning
- 2mo agoThought IndustriesHow AI is Changing the Way Customers Learn and Discover Education Content
- 2mo agoThought IndustriesWhy Conversational AI is the Future of Customer Learning
- 2mo agoThought IndustriesOmnichannel Learning for Customer Education
- 2mo agoThought IndustriesThe Learning & Intelligence℠ Era Starts Now: Thought Industries Unveils AI Wave ⚡
- 5mo agoPerusallSimplified UI, more flexible grouping, and more ⚡
- 1y agoPerusallFishbowl assignments and instructor review assignments ⚡
- 1y agoPerusallPeer review workflow improvements
- 1y agoPerusallReusable scoring templates and rubrics
- 1y agoPerusallFlexible permissions for TAs
- 1y agoPerusallPeer review assignments
Frequently asked questions
What is the difference between Perusall and Thought Industries?
They serve adjacent needs but don't currently overlap on shipped themes. Thought Industries is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Perusall better than Thought Industries?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Thought Industries is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other EdTech products to evaluate alongside.
What are the best alternatives to Perusall?
Top Perusall alternatives in EdTech are ranked by recent ship velocity. Browse the "Perusall alternatives" section above for the current picks, or visit /alternatives/perusall for the full list with editorial commentary on each.
What are the best alternatives to Thought Industries?
Top Thought Industries alternatives in EdTech are ranked by recent ship velocity. Browse the "Thought Industries alternatives" section above for the current picks, or visit /alternatives/thoughtindustries for the full list with editorial commentary on each.