01
Rank demand
See what people actually asked for
Every request is grouped and counted, so the top ask is a number you can defend in a roadmap meeting — not a vibe from the first ten replies.
X Reply Analyzer AI
Five thousand X replies. One clear answer.
When you ask X what to build, the answer arrives as an unreadable wall of replies. BeyondComments reads every one and ranks what people actually asked for, with counts you can take to a roadmap.
No credit card Results in ~20 seconds Any public post
Sample Report
Ready
What should we build next in v3? Reply with your #1 ask.@lumenhq · 3,142 replies analyzed
Reply signal
Your roadmap is already in the replies.
The thread is overwhelmingly a feature vote, not a debate. Offline mode is the runaway ask and it is repeatedly tied to unreliable conference Wi-Fi, which is a stronger signal than the raw count alone suggests.
Top themes
Offline & sync34%
Integrations & API26%
Team & permissions21%
Most requestedOffline mode
412 people asked for it
High confidence
3 clear next movesFound in 3,142 replies
56,017+comments & replies analyzed
1,125+threads & videos decoded
~20 secto first insight
The best answer is buried under 3,000 replies.
A thread that performs well becomes impossible to read. The people with the sharpest feedback are rarely at the top — they are somewhere in the middle, saying the same thing as 400 others.
02
Read the room
Know how the thread really landed
Likes and quote tweets hide the shape of a conversation. See the split between support, pushback, and the people quietly asking for something else.
03
Reply where it counts
Find the replies worth answering
Surface unanswered questions, buying signals, and the sharpest criticism without scrolling a thread thousands of replies deep.
Every reply, counted and ranked.
Not a sentiment score you cannot act on. A brief that tells you what was asked for, how many people asked, and what to do about it.
Analysis complete
What should we build next in v3? Reply with your #1 ask.
@lumenhq · 3,142 replies analyzed
91/100
Signal strength
Executive summary
What the replies are telling you
The thread is overwhelmingly a feature vote, not a debate. Offline mode is the runaway ask and it is repeatedly tied to unreliable conference Wi-Fi, which is a stronger signal than the raw count alone suggests.
Best next moves
1Commit publicly to offline mode for v3
2Reply to the 61 users blocked on API access
3Clarify the seat-pricing confusion in a quote tweet
Spot the patternsThemes, sentiment, and debate
Act immediatelyRanked next moves and replies
Ask your reportFollow up in plain English
Share the insightExport a clean PDF brief
Three steps. Zero scrolling.
You asked the question. Reading every answer should not cost you an afternoon.
Analyze a post freeStep 1
Paste a post URL
Any public X post — your own launch thread, a question you asked, or a competitor’s announcement.
Step 2
Let AI read the replies
We collect the replies and group them into themes, requests, questions, and criticism, with counts attached.
Step 3
Get a ranked brief
Open your report and see the top asks in order, plus the replies worth answering today.
56,017+comments & replies read
1,125+threads & videos analyzed
742+people helped
16insight sections per report
Pay for insight, not another subscription.
Start with a real report for free. When you need the whole thread, buy credits once and spend them whenever a post takes off.
Free
$0forever
50comments or replies
Start free3 analyses per day
Creator Brief
Top themes & mood overview
Basic next-move suggestions
No credit card needed
Starter
$5one-time
10,000credits
Great for a few deep dives
Full Creator Brief: every section
Sentiment & emotion breakdown
Content ideas & topic gaps
Shorts & reply angle suggestions
Chat with your report
PDF export
MOST POPULAR
Creator
$19one-time
50,000credits
Best for active channels
Full Creator Brief: every section
Sentiment & emotion breakdown
Content ideas & topic gaps
Shorts & reply angle suggestions
Chat with your report
PDF export
Viral
$49one-time
150,000credits
For big videos & teams
Full Creator Brief: every section
Sentiment & emotion breakdown
Content ideas & topic gaps
Shorts & reply angle suggestions
Chat with your report
PDF export
How credits are spent: 1 credit per YouTube comment · 2 credits per X reply
No recurring fees · Credits last 12 months
Questions, answered
Everything you need to know before your first report.
Still unsure? Run a free analysis on any public X post. No card, account connection, or setup required.
What does BeyondComments analyze on X?
Paste any public X post URL. BeyondComments reads the replies to that post and organizes them into ranked requests, sentiment, recurring themes, unanswered questions, useful criticism, and practical next moves.
Does it work on someone else’s post?
Yes. Any public post works, including a competitor’s launch thread or a viral post in your niche. It is one of the fastest ways to find unmet demand you can build against.
How many credits does an X analysis cost?
Each X reply costs 2 credits, because replies cost money to fetch from X on top of the AI analysis. A YouTube comment stays at 1 credit. Your free analysis covers up to 50 replies and does not use credits at all.
Is the free analysis really free?
Yes. You get up to 50 replies per report, three times a day, without a credit card.
What about very large threads?
A full report can scan up to 5,000 replies from a single post. Most reports are ready in around 20–30 seconds; very large threads take a little longer while the replies are collected.
Do you store the replies?
BeyondComments only reads the public post details and replies needed to build your report. Report data is encrypted in transit and at rest, and it is never sold.
You already asked. Go read the answer.
Stop guessing which reply mattered. Turn the whole thread into a ranked list of what your audience actually wants.
No credit card · Any public X post · Results in ~20 seconds