X (Twitter) reply analyzer
Paste a public X (Twitter) post link. BeyondComments sorts the replies into what people are asking for, how they feel, and which replies deserve an answer.
What you get: a report like this one
In plain terms
An X reply analyzer collects the replies to a public X (Twitter) post and uses AI to turn them into a structured report. BeyondComments ranks the requests people make, measures sentiment, and pulls out questions, pushback, objections, and buying signals.
It works on one post at a time, including posts you didn't write. Use it on a launch, a “what should we build?” thread, or a competitor's announcement.
How it works
This walkthrough uses a real full report on a public product-feedback post: 1,000 of 5,383 replies analyzed.
What's in the report
The tiles below come from one real full report on a product-feedback post. Free reports include the tiles marked Free; full reports open the rest.
Real full reportWhat should we ship next week?1,000 of 5,383 replies analyzed · author names hidden
View original post“What should we build next?”, feature votes, and requests for product input.
Launches, announcements, opinions, and news.
You don't pick the mode. BeyondComments reads the post and a sample of its replies, then chooses the report that fits.
A plain-English summary of what the replies are asking for, written in the report language you choose.
Positive, neutral, and negative sentiment across the replies. Full reports add agreement and thread health.
The distinct asks, counted and ranked by how many people raised them.
Prioritized next steps drawn from the replies. Start here if you only have a few minutes.
Objections, competitor comparisons, and interest in paying, each shown with the original reply and what it means.
Paid reset option for everyone. I'm maxed out and will happily pay to reset my usage!
I actually already cancelled my subscription due to 5h limit. If they remove it I might go back.
Custom sub-agents, please, like Cursor. They are a massive game-changer.
Questions that pin down what people meant, plus drafts for closing the loop in the thread.
Chat with your report to dig into any finding, then export a PDF for your team, your roadmap review, or a client.
Who it's for
The replies under a post hold requests, objections, and questions. Here is how people put a report to work.
Ask your audience what to build, then see the distinct requests counted, with the pain behind them and who says they would pay.
Find confusion about pricing, availability, or how something works, and the pushback worth answering before it spreads.
See what their users ask for, complain about, and compare them to. Their unmet requests are your opening.
Find the questions, disagreements, and follow-up ideas in a busy thread, with reply drafts you can edit before posting.
Why not just read them?
Reading replies yourself and pasting them into an AI chat both work. Here is where a dedicated reply analyzer saves time.
| Reading them yourself | A general AI chat | b BeyondComments | |
|---|---|---|---|
| Fetching the replies | Scroll and expand the thread by hand | Copy and paste them in yourself | Collected from the post link |
| How many | As many as you have patience for | As many as you paste and the chat can hold | Up to 5,000 in one report |
| Requests | A rough tally in your head | Grouped if you ask, rarely counted | Ranked by how many people asked |
| Proof | The few replies you remember | Quotes only if you ask for them | Detailed sections show the original replies |
| Afterwards | Start over on the next post | Scroll back through the chat | Saved to your dashboard, with report chat and PDF export |
| Cost | Your time | Your AI subscription | 50 replies free, then from $5 once |
BeyondComments analyzes the replies to one post. It isn't a social listening tool and doesn't track mentions or sentiment across all of X.
Pricing
No subscription. Buy a credit pack once and use it across as many reports as you like for 12 months.
Loading credit packs…
Copy the link of a public X post, paste it into BeyondComments, choose a report language, and sign in with Google. BeyondComments collects the replies and uses AI to produce a report with a summary, ranked requests, sentiment, questions, and suggested next steps. Your first 50 replies are free.
Yes. BeyondComments' free report analyzes up to 50 replies to a public X (Twitter) post and includes a summary, the top topics, and an audience mood overview. You can run three free reports a day after signing in. No credit card is needed.
Yes. Paste a public post link and sign in to BeyondComments with Google. You never connect an X account. The report summarizes the replies collected from that post.
Yes. BeyondComments reads the post and a sample of its replies, then picks a report mode. Posts that ask for product feedback get ranked requested features, pain points, objections, competitor mentions, and willingness to pay. Launches, announcements, and opinions get questions to answer, pushback, criticism, and buying signals. You don't need to choose.
A full report analyzes up to 5,000 replies and opens every section for its mode, including what to commit to, reply drafts, follow-up questions or reply angles, most-liked replies, and possible spam. It also includes report chat and PDF export. You can set a smaller reply limit to spend fewer credits.
Yes. Any public post with accessible replies works, including competitors' announcements and conversations in your market. Protected or unavailable posts can't be analyzed.
It covers the replies collected within your chosen limit: up to 50 on a free report or 5,000 on a full one. Quote posts, other posts in the thread, and deleted or protected replies are not included. Check the analyzed reply count when you read a finding.
BeyondComments uses AI to classify each collected reply as positive, neutral, or negative and summarizes the topics behind that reaction. It measures sentiment in the replies to one post, not across all of X. Sarcasm and missing context can cause mistakes, so check the replies behind a finding before you act on it.
Each analyzed reply uses 2 credits. The $5 USD Starter pack includes 10,000 credits, enough for 5,000 replies across one or more reports. Credits are valid for 12 months and there is no subscription.
Yes. One credit balance works for every analyzer. YouTube and TikTok comments use 1 credit each, and X replies use 2.
Yes. Reports are tied to your account and saved to your dashboard. They are not published or listed publicly.
You can, if you collect the replies yourself and write a good prompt. BeyondComments collects them from the post link, handles thousands in one pass, ranks requests by how many people asked, and returns the same structured report every time, with the original replies behind each finding.
You can choose the report language before you run an analysis: English, Spanish, Portuguese, Hindi, Russian, Japanese, French, Arabic, and Farsi/Persian.
Start with the replies
Paste a public post link and get your first report free.
Try a small sample first
Summary, top themes, and sentiment.
Available for YouTube, TikTok, and X.
For occasional reports
10,000 YouTube or TikTok comments
or 5,000 X replies
Use across multiple reports or mix both.
For regular research
50,000 YouTube or TikTok comments
or 25,000 X replies
Use across multiple reports or mix both.
For frequent research
150,000 YouTube or TikTok comments
or 75,000 X replies
Use across multiple reports or mix both.
How credits are spent: 1 credit per YouTube comment · 2 credits per X reply · 1 credit per TikTok comment