Turn Comment Chaos into Actionable Audience Data.
Drop any video or post link and let CommentFilter read every reply, surfacing sentiment, requests, and complaints your audience is trying to tell you.
The background music track is way too loud, can barely hear what they are saying.
Anyone else notice the audio levels completely drop halfway through the episode?
Please fix the echo on the guest microphone for the next recording!
The audio levels at 14:22 are completely messed up...
Audio cut out on the audio platform version around 22:10, please re-upload.
Where did she get that lip liner from? I need a link ASAP!!
Can we get a shopping link for the outfit the host is wearing? Absolute fire style.
Is there merchandise available for this show yet? I want to buy a hoodie.
Where can I buy that custom mug on the desk?? Dropping a link?
Please put all product links in the description box, leaving money on the table!
This guest is giving total word salad and basic advice. Very frustrating to watch.
Please verify guest credentials before giving them a massive platform like this.
The guest was dodging every single question, kudos to the host for pushing back.
This guest feels incredibly fraudulent, please include a disclaimer.
Worst episode yet, the energy was completely off compared to last week.
We need a dedicated solo episode of just catching up with the community!
Can you please invite them back for a part 2? The dynamic was insane.
Can you do a deep dive on how you started your brand??
This episode hit deep, literal tears watching this conversation unfold.
I love this show so much but the episodes are way too short!
The background music track is way too loud, can barely hear what they are saying.
Anyone else notice the audio levels completely drop halfway through the episode?
Please fix the echo on the guest microphone for the next recording!
The audio levels at 14:22 are completely messed up...
Audio cut out on the audio platform version around 22:10, please re-upload.
Where did she get that lip liner from? I need a link ASAP!!
Can we get a shopping link for the outfit the host is wearing? Absolute fire style.
Is there merchandise available for this show yet? I want to buy a hoodie.
Where can I buy that custom mug on the desk?? Dropping a link?
Please put all product links in the description box, leaving money on the table!
This guest is giving total word salad and basic advice. Very frustrating to watch.
Please verify guest credentials before giving them a massive platform like this.
The guest was dodging every single question, kudos to the host for pushing back.
This guest feels incredibly fraudulent, please include a disclaimer.
Worst episode yet, the energy was completely off compared to last week.
We need a dedicated solo episode of just catching up with the community!
Can you please invite them back for a part 2? The dynamic was insane.
Can you do a deep dive on how you started your brand??
This episode hit deep, literal tears watching this conversation unfold.
I love this show so much but the episodes are way too short!
Enterprise features, built for the agencies & creators.
Three pillars that separate CommentFilter from a basic sentiment widget.
Cross-Platform Network Dashboard
For multi-show managers to track audience sentiment across an entire roster simultaneously.
PR Crisis & Safety Detection
Advanced tracking that monitors comment threads for guest credential backlash, negative audience spikes, and brand safety red flags.
Deep Data Pagination
An analytical engine that loops through up to 500+ comments per video via official Google APIs, completely filtering out spam and parsing true audience metrics.
See the Insights in Action
Explore a live interactive preview of a CommentFilter Network Audit Report below.
Product & Merch Demands
- Skincare Line Launch [🔥 412 mentions]Audience is heavily asking about the host's morning routine skincare products.
- Restock Custom Ceramic Mugs [📦 188 mentions]Viewers are demanding purchase links for the desktop studio mugs.
- B2B Live Tour Tickets [🎟️ 94 mentions]East Coast fans are requesting live recording events in NY and Boston.
Brand Safety & Technical Critiques
- Background audio hum at 18:40 [⚠️ 42 mentions]Master compression tracking artifact identified on guest channel audio line.
- Sponsor Read Placement Friction [🔊 31 mentions]Viewers noted the mid-roll ad read placement felt jarring and disrupted the storytelling flow.
- Guest Credential Polarization [🔍 14 mentions]Small cluster flagging disagreement with the guest's industry stances.
Production Directives for Next Episode
- ⏹️ Fast-track the manufacturing timeline for the ceramic mug inventory restock to capture passive e-commerce demand.
- ⏹️ Inform the post-production engineering team to apply a -3dB notch filter around the 18-minute mark for upcoming rendering passes.
- ⏹️ Adjust the mid-roll ad marker boundary to trigger exclusively during natural conversational transitions instead of mid-sentence.
Pick the tier that matches your roster.
Every tier reads public comment data only — no logins, no OAuth, no risk.
Free / Demo
Try the engine on a single video, no card required.
- Track the first 100 comments of any video
- Simple sentiment chart access
Solo Creator
For independent creators who publish on a schedule.
- Filter up to 2,000 comments per video
- Custom critique filters
- Automated trend tracking over time
Network Enterprise
For production networks managing a full roster of shows.
- Filter up to 5,000 comments per video
- Automated network-wide tracking
- Premium PDF report exporting for brand sponsors
- Priority customer success queues