Subtext transforms the volume of comments from Twitch and YouTube into clear and actionable sentiment insights.
Built for every creator: from aspiring streamers with 10 viewers to established channels with thousands of followers. Our AI scales with you.
Hours reading comments one by one, losing time that could be spent creating content.
Valuable insights get lost among thousands of daily comments.
Without clear data, you're creating content without knowing if you're on the right track.
Our AI analyzes and classifies every comment, revealing the true sentiment of your community in seconds. We transform the "noise" of comments into clear and actionable insights.
BERT-powered emotion detection with joy, anger, surprise, and sarcasm tagging. Get timestamp-based sentiment graphs and emotional narrative summaries.
Detect comment peaks, viral moments, and audience retention patterns. Identify trending topics and emerging memes.
Map your community with loyalty scores, top fan identification, and social network analysis within your chat.
AI-powered bot detection, spam filtering, and toxic behavior identification to keep your community healthy.
Compare streams, optimize streaming times, and get personalized recommendations to increase engagement and grow your audience.
Beautiful PDF reports with AI-generated narratives, heat maps, and actionable insights. Export to CSV, Excel, and JSON.
Powered by state-of-the-art machine learning
Track how your audience felt throughout your entire stream with timestamp precision
Understand different groups within your audience and their unique preferences
Get alerts when content is trending before it goes viral
Personalized insights on content, timing, and engagement strategies
Complete analysis from a Valorant competitive match
2,847 viewers • Duration: 2h 15min
| # | Emotion | Percentage | Messages | Trend |
|---|---|---|---|---|
| 1 |
Joy
|
34.2% | 427 | +12% |
| 2 |
Excitement
|
28.7% | 358 | +8% |
| 3 |
Surprise
|
15.3% | 191 | +15% |
| 4 |
Frustration
|
8.9% | 111 | -3% |
| 5 |
Love
|
4.8% | 60 | +5% |
| 6 |
Anger
|
3.2% | 40 | -8% |
| 7 |
Fear
|
2.1% | 26 | 0% |
| 8 |
Sadness
|
1.8% | 22 | -2% |
| 9 |
Confusion
|
0.7% | 9 | +1% |
| 10 |
Disgust
|
0.3% | 4 | 0% |
"Your audience was most engaged during high-skill gameplay moments, especially the 1v5 clutch at 23:45. Technical issues around 41:23 caused temporary frustration, but your educational content consistently maintains positive sentiment. Recommendation: Create a highlight reel of the clutch moment and consider a tutorial on your Sage strategies."
Real-time audience mood detection
Identify emotional turning points
Zero-shot emotion classification
Suggest clippable moments intelligently
NLP-powered content categorization
ROI and performance tracking
Badge-based viewer segmentation
Real-time meme and feedback detection
Identify chat influencers and groups
| Time | Type | Description | Hype Score | Duration |
|---|---|---|---|---|
| 23:45 | Clutch | 1v5 Ace with Sage | 98% | 27s |
| 12:34 | Funny | Epic reaction to teammate fail | 85% | 18s |
| 45:12 | Tutorial | Sage wall placement masterclass | 78% | 45s |
| 58:23 | Skill | Insane flick shot headshot | 82% | 12s |
| 1:15:45 | Team | Perfect team coordination | 72% | 35s |
| 1:28:12 | React | Viewer donation surprise | 68% | 22s |
| 1:42:30 | Clutch | 1v3 defuse clutch | 89% | 42s |
| 1:56:18 | Funny | Chat roasts streamer setup | 65% | 28s |
| 2:08:45 | Skill | No-scope double kill | 76% | 15s |
| 2:15:23 | Heart | Emotional thank you speech | 70% | 1m 12s |
| 2:23:15 | Fail | Hilarious misplay compilation | 62% | 38s |
| 2:34:52 | Tutorial | Economy management tips | 58% | 52s |
| 2:47:18 | Chat | Answering viewer questions | 55% | 1m 5s |
| 2:58:42 | Skill | Perfect smoke lineup | 64% | 25s |
| 3:12:30 | Clutch | Overtime deciding round | 87% | 1m 15s |
| 3:25:15 | Funny | Accidental team flash | 61% | 20s |
| 3:38:45 | React | New follower milestone | 67% | 32s |
| 3:52:12 | Skill | Wallbang through smoke | 73% | 18s |
| 4:05:30 | Tutorial | Crosshair placement guide | 59% | 48s |
| 4:18:22 | Team | 5-man coordinated execute | 79% | 55s |
| 4:32:45 | Fail | Ultimate ability whiff | 56% | 14s |
| 4:45:18 | Chat | Reading funny donations | 63% | 2m 8s |
| 4:58:30 | Heart | Stream ending goodbye | 69% | 1m 45s |
Get beta access and help shape the future of Subtext.