Your comments already wrote the next video.
Repeated questions, topic requests, objections, praised moments, and audience language — pulled out of every comment thread on your channel and turned into a weekly content direction.
Creator Club includes Comment Intelligence as one of 5 installable skills, plus done-for-you setup.
Sentiment scores tell you the room laughed. Comment Intelligence tells you what video to make next.
Repeated viewer questions you haven't answered. Topic requests grouped by demand. Objections that recur across every long-form upload. The phrases your audience uses to describe a problem they want you to solve.
Comment Intelligence reads every comment thread across your channel, clusters the patterns that matter for content planning, and ships as an installable skill inside Claude Code or Codex. Your producer, editor, or you call it on demand from the agent you already use.
What it surfaces
Five patterns Comment Intelligence pulls out of every thread, ranked and grouped.
Questions you haven't fully answered
Clustered by topic, ranked by frequency, with example comments and the videos they appear under.
Videos viewers are explicitly asking for
"Please cover X" comments grouped and prioritized so you can see demand before you commit production hours.
Recurring pushback to address head-on
Disagreement themes that show up across multiple videos — the things your audience keeps challenging.
Specific segments viewers loved
Timestamps where comments cluster, often quoted back — signal for shorts, callbacks, and sequel videos.
The phrases your viewers actually use
The exact words and metaphors your audience reaches for — gold for titles, hooks, and thumbnails that match how viewers describe problems to themselves.
Whose comments are you analyzing?
The plan changes based on the answer.
Read other creators' comment patterns
Search indexed comments under Huberman, Attia, Hormozi, Dwarkesh, and the rest of the featured archive. Topic Ask pages and guides synthesize audience signal across creators.
Note: Library is read-only across the channels we index. Comment Intelligence as a skill (your own channel, weekly drop, callable from Claude) lives in Creator Club.
- ✓ Indexed comments across featured channels
- ✓ Topic Ask pages backed by comment data
- ✓ Research guides synthesizing audience signal
Run Comment Intelligence on your own channel
Every Monday a fresh read on what your viewers actually asked for last week. Callable on demand from Claude or Codex.
- ✓ Your channel + 3 competitors indexed
- ✓ 5 installable skills, weekly drop, setup included
How it runs
From comment threads to a content brief in three steps.
We index your channel + competitors
Setup is done for you. We pull comments across every long-form video and re-sync as new comments arrive.
Comment Intelligence clusters and ranks
Questions, topic requests, objections, praised moments, and audience language are extracted, clustered, and ranked by signal strength.
You call the skill from Claude or Codex
"What did my last 10 videos get asked about that I haven't covered?" The skill answers from your indexed comments. Drop the output into a brief and you have a video plan.
Who actually uses Comment Intelligence
Solo creators publishing weekly
Stop reading every comment manually. Get the patterns delivered Sunday night, plan the week's video from them.
Producers and editors
Walk into a brief meeting with sourced viewer demand instead of a hunch about "what's working."
Founders running a personal channel
Audience product research and content planning use the same signal — your viewer comments.
Researchers studying creators
Read what Huberman, Attia, and Hormozi viewers keep asking. Library gives you the indexed comment data on featured channels for $9/mo.
Comment Intelligence vs generic comment tools
Most tools count and chart. Comment Intelligence finds what to make next.
| Capability | Taffy | YouTube Studio | Generic comment scrapers |
|---|---|---|---|
| Sentiment and emoji counts | ✓ | ✓ | ✓ |
| Clustered repeat questions | ✓ | ✕ | ✕ |
| Topic requests prioritized by demand | ✓ | ✕ | ✕ |
| Audience language extraction | ✓ | ✕ | Manual |
| Installable as a Claude/Codex skill | Creator Club | ✕ | ✕ |
| Competitor channel comments included | Up to 3 | ✕ | Manual |
| Pricing | $199/mo Creator Club | Free (your channel only) | $20–100/mo, shallow |
Common questions
How is this different from YouTube Studio's analytics?
Studio tells you which comments got the most likes. Comment Intelligence tells you which questions show up repeatedly across your channel, which topics are being requested, and which objections keep recurring. Studio is descriptive. This is directional.
Do I install something to make this work in Claude?
Creator Club members install Taffy skills (Comment Intelligence, Content Briefs, Archive-to-Shorts, Video Postmortem, Title Angles) as a single skill pack inside Claude Code or Codex. The skill calls Taffy's API behind the scenes — you don't manage prompts or pipe data manually.
How many comments can it handle?
Every comment across every long-form video on the channel. No per-video caps. Re-syncs happen automatically.
Can I include competitors?
Yes — Creator Club indexes up to three competitor channels alongside yours. Comment Intelligence runs across all of them, so you can see what's being asked in your category, not just under your videos.
Is there a cheaper plan for one-off comment analysis?
No — the value is the persistent, weekly read. If you're researching someone else's channel rather than your own, the Library ($9/mo) gives you indexed comments on the featured channels Taffy already runs.
More Taffy capabilities
Same indexed channels. Different jobs to be done.
Plan the next video from comments, not vibes.
Creator Club ships Comment Intelligence + 4 other installable skills, weekly drops, and setup help. Library is for researching other people's audiences.
Monthly. Cancel anytime. Founding members locked at $199.