Hotspots provides educators with real-time student feedback and post‑lecture insights that integrate directly into their teaching workflow. Its Confusion Graph and Live Discussion features let instructors see where students struggle, while automated summary reports highlight key gaps after each class, enabling data‑driven improvements to instruction.
Funding
Funding not disclosed
Founders
Product
Problem
Educators often lack immediate insight into student comprehension during lectures, relying on delayed assessments or informal cues that may miss real-time confusion. Traditional engagement tools can be cumbersome to set up and difficult to interpret on the fly, hindering timely instructional adjustments.
Solution
Hotspots delivers real-time student feedback directly within the teaching workflow, allowing instructors to monitor a live confusion graph that visualizes collective understanding as the lecture progresses. The platform enables instant launch of discussion prompts to address emerging uncertainties without leaving the lecture environment. After each class, Hotspots generates a detailed summary report that highlights specific topics where students struggled, synchronized with the lecture content to pinpoint knowledge gaps. These analytics support data‑driven refinements to teaching strategies, helping educators improve effectiveness across diverse instructional formats.
Target Audience
Hotspots is designed for K‑12 teachers, university professors, and corporate trainers who conduct live, interactive lectures and need immediate, actionable insight into student understanding.
Features
- Live confusion graph updating in real time on any device, showing aggregated student uncertainty levels
- One‑click initiation of in‑lecture discussion threads to address identified confusion points instantly
- Automatic synchronization with lecture slides and notes for precise mapping of feedback to content
- Post‑lecture analytics report summarizing difficulty areas, question frequency, and engagement metrics
- Seamless integration into existing teaching workflows without requiring additional hardware or complex setup