NEURALPHA Labs / ReaX

Test your post on a simulated audience before you create the post.

ReaX puts your script draft in front of thousands of AI viewers in a simulated feed. See the views, likes, comments and follows it will earn, and where people scroll away, while the post is still easy to change.

For creators, agencies and the brands that hire them. Works for Xiaohongshu, TikTok, Instagram and more.

Draft under test
Summer commute vlog with a sponsored mini-fan segment
10,000 simulated viewers from a 48K-follower lifestyle account
Liked, commented, saved or followed16%Watched44%Scrolled past40%
18.4K
predicted views in 48 h
11.1%
engagement rate
0:41
where most viewers leave
Most viewers scroll away when the fan pitch starts at 0:35.
Each dot stands for about 8 simulated viewers. Illustrative data.
1
Paste your script draft

Hook, scenes, captions and the brand segment. A rough draft is enough, before anything is filmed.

2
Post it to a simulated audience

Thousands of AI agents built from real user behavior see it in a feed ranked like the real one, then watch, like, comment, save, follow or scroll past.

3
Fix it before you film

See predicted views and engagement, where viewers drop, what they will comment, and which version of the script wins.

Product preview

Post your draft to 10,000 simulated viewers.

Pick a script draft and run it through a simulated feed. ReaX predicts how the post performs, shows where viewers leave and what they will say, and suggests the edit that helps most.

Interactive demo. Accounts, brands and figures are illustrative.
ReaX/LC@lily.commutes
Search drafts
Ready to simulate: Summer commute vlog with a sponsored mini-fan segment
New simulation

Pick a script draft. Nothing has been filmed yet.

Script draft1:45 total
0:00–0:08Hook. Packed subway at 8 a.m., 38°C. Here's my summer commute.
0:08–0:35Morning routine. Iced coffee, outfit check, packing my bag.
0:35–1:05Sponsored: mini fan. Unboxing the Breezy fan: 3 speeds, 12-hour battery, discount code.
1:05–1:30Commute. Subway ride, street shots, arriving at the office.
1:30–1:45Outro. What's in my bag, and follow for more.
Platform
Xiaohongshu (RED)
Format
Vlog, 1:45, script draft v1
Creator
@lily.commutes, lifestyle, 48K followers
Brand deal
Breezy mini fan, ¥3,000 sponsored segment
Simulated audience
10,000 AI agents in this demo, up to 1 million
Prediction window
First 48 hours after posting
Takes about 4 seconds in this demo.
Why ReaX

Why not just ask a chatbot?

A chatbot reads your script and offers tips. ReaX posts it to a simulated audience and measures what happens, so you know before you spend a day filming.

General-purpose chatbotAnswers from the prompt
Here's my script for a summer commute vlog with a 30-second sponsored fan segment at 0:35. How will it do?

This sounds like a fun, relatable vlog! Summer commutes are a popular topic.

To maximize engagement, hook viewers in the first 3 seconds, keep the sponsored segment natural and authentic, and add trending music and hashtags.

Doesn't know your followers or the platform's feed
No numbers to plan a brand deal around
Gives every creator the same advice
ReaXAnswers from a simulation
Here's my script for a summer commute vlog with a 30-second sponsored fan segment at 0:35. How will it do?
Simulated 10,000 viewers drawn from your 48K followers and the Xiaohongshu discovery feed.
Engaged 16%Watched 44%Scrolled past 40%
Predicted views18.4K in 48 hours
Biggest drop0:35, when the fan pitch starts
Top comment“Wait, is this an ad”
Better version
Move the fan after the subway scene and cut it to 15 seconds. Views rise to 31.6K and completion from 31% to 44%.
Calibrated on 2,400 comparable posts.
Grounded in your audience and real platform behavior
Predicts the numbers, scene by scene
Shows the fix before you film

How creators test content today

Most creators find out what works only after filming and posting. ReaX moves that answer to the script stage, when changes are cheap.

QuestionReaXFilm, post and seeChatbot feedbackAnalytics dashboards
Works before you filmYes, on the script draftNo, you learn after postingYesNo, only after posting
Predicts views, likes, comments and followsYes, with rangesReal numbers, too late to changeNo numbersReports past posts
Shows where viewers drop offSecond by second, by sceneAfter posting, if the app shows itNoAfter posting
Shows what people will commentSimulated comments and themesReal comments, after the factGuessesNo
Models the feed algorithmPlatform-style ranking and tiersThe real one, once per postNoNo
Compares script versionsAs many as you likeOne shot per postOpinions, no dataNo
Cost of a wrong guessMinutes, before any filmingA day of filming and a weak brand dealFree, but no evidenceThe post is already out

Why it gets better with use

Behavior-grounded agents

Simulated viewers are built from real engagement patterns for each platform and niche, so they watch, skip and comment the way real audiences do.

Feed models for each platform

Recommendation logic is modeled per platform, from Xiaohongshu's discovery feed to TikTok's For You page, including how posts move between tiers.

Outcome feedback loop

When a creator publishes, the real numbers flow back and recalibrate the simulation. Every post makes the next prediction more accurate.

Platform

Everything you need to know before you hit record.

Build an audience that behaves like yours, watch the feed decide, rewrite until the numbers work, and show brands what they will get.

Simulated viewers for “Summer commute vlog”
6 of 10,000 agents
xiaomei.commutes
26, Shanghai, office commuter
Commented and tapped the fan link
Follows
Lifestyle vlogs, home gadgets
Feed habit
Scrolls on the subway, 40 min a day
Usually
Saves practical tips
Watched
1:45 of 1:45
What this viewer did, and why
  1. 1Sees it
    Second post in her discovery feed on the morning subway.
  2. 2Watches
    Recognizes the packed-subway hook and stays through the routine.
  3. 3Weighs
    The pitch is long, but she rides the same hot line every day.
  4. 4Acts
    Comments “Where is this fan from??”, then taps the product link.
Behavior modeled on 1,900 accounts with similar follows and viewing habits.

Product preview. Accounts, brands and figures are illustrative.

Evaluate emerging capabilities before public release.

Evaluate emerging capabilities before public release.

We’re opening the ReaX beta prototype to a small group of creators, agencies and brands. Run your next post through a simulated audience, then tell us what worked, what didn’t and what you wish it could do. Your feedback goes straight into what we build next.

We’re opening the ReaX beta prototype to a small group of creators, agencies and brands. Run your next post through a simulated audience, then tell us what worked, what didn’t and what you wish it could do. Your feedback goes straight into what we build next.

Apply for beta access