Modern Creator
Nicky Saunders · YouTube

Meta's Free Muse AI Built a Real Instagram and Threads Strategy

A free Meta AI agent reads one creator's real Instagram and Threads data, finds a proven format and a follower-losing viral spike, then builds a working app on request.

Posted
yesterday
Duration
Format
Demo
hype
Views
2K
48 likes
Big Idea

The argument in one line.

A free Meta AI agent can read a creator's connected accounts, diagnose exactly what is and isn't working on Instagram and Threads, and even build a working app, all without a subscription or a prompt-engineering skill.

Who This Is For

Read if. Skip if.

READ IF YOU ARE…
  • A creator or small-business account posting regularly on Instagram and/or Threads who wants a data-backed answer to what's actually working, not a guess.
  • Someone already paying for ChatGPT or Claude who's curious whether a free Meta alternative can do real analytical work.
  • A solo builder who wants to see whether an AI agent can 'vibe code' a working personal app from a single plain-language request.
SKIP IF…
  • You don't have Instagram or Threads accounts connected to anything Muse could analyze — the value here is entirely in your own data, not generic advice.
  • You're looking for a technical benchmark of Muse's underlying model — this is a hands-on walkthrough, not a spec comparison.
TL;DR

The full version, fast.

Meta's free Muse AI agent connects to a creator's real accounts and turns that data into decisions instead of guesses. Asked for a weekly Instagram report, it found 72% of views came from non-followers and flagged one video format as a proven 10x performer, telling the creator to pause carousels and double down on creator teardowns. A parallel Threads report surfaced a 'follow leak': 1.2 million views but a net loss of followers, traced to tutorials that don't fit the platform's native voice. Muse then built a working personal health-tracking app on request, complete with push notifications. It's free for now, but likely to be monetized once enough users migrate off paid tools like ChatGPT and Claude.

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Chapters

Where the time goes.

00:0000:47

01 · What Is Muse AI?

Introduces Muse AI as Meta's free AI agent, positioned against the price tags on ChatGPT and Claude.

00:4701:33

02 · Do People Trust Meta?

Raises the trust question around a Meta-built AI agent and previews the app's feed of personalized ideas.

01:3301:59

03 · Personalizing the Muse Avatar

Names and customizes the Muse assistant avatar ('Tyler').

01:5902:41

04 · The First Question to Ask Muse

Asks Muse what it could build across every connected app rather than assigning it a specific task first.

02:4103:13

05 · Building the Weekly Instagram Report

Requests and receives a scheduled weekly content report built from real account data.

03:1303:31

06 · 72% From Non-Followers

The report shows 72% of Instagram views came from non-followers and identifies a confirmed 10x format via save rate.

03:3104:31

07 · What to Post and What to Pause

Muse's action list: ship a weekly creator-teardown series, keep the comment-to-DM funnel, pause carousels, fix the bio link.

04:3104:50

08 · Asking for a Threads Report

Requests the same kind of report for the Threads account.

04:5005:23

09 · 1.2M Views, 25 Lost Followers

The Threads report reveals a viral spike that drove no follower growth and a net loss of 25 followers.

05:2305:43

10 · What Works on Threads vs Instagram

Relatable rants and community-tag prompts outperform tutorials on Threads, the opposite of what works on Instagram.

05:4306:32

11 · Fixing the Follow Leak

Muse's Threads action list: pin a value post with a reason to follow, double down on the breakout formula, don't port IG scripts verbatim.

06:3207:31

12 · Vibe Coding a Movement Digest App

Asks Muse to turn a daily health-data digest into an interactive app with notifications instead of a static report.

07:3108:06

13 · Is Muse AI Actually Free?

Reflects on Muse being free for now and predicts Meta will monetize once more users migrate off paid competitors.

08:0609:12

14 · The Movement Digest Dashboard

Reviews the finished app: steps, energy, recovery, and a daily insights feed pulled from real Apple Health data.

09:1209:27

15 · Final Verdict

Closing take: easy, fun, and impressive for a completely free tool.

Atomic Insights

Lines worth screenshotting.

  • Muse AI builds a personalized weekly Instagram report from a creator's own connected-account data, not a generic template of what accounts 'should' do.
  • 72% of one creator's Instagram views over the past month came from non-followers, up from 60% over the full year, meaning the account's growth engine is discovery, not existing fans.
  • A 51% save rate against likes flagged one video format as a confirmed '10x format' worth turning into a weekly series.
  • Muse's top instruction after reading the Instagram data was to pause carousels and double down on creator-teardown videos paired with a comment-to-DM funnel.
  • The same creator's Threads account pulled 1.2 million views on two posts but lost 25 followers that month, because 99% of the views came from non-followers who never converted.
  • On Threads, tutorials underperform. Relatable rants and 'tag your favorite prompt personality' posts were the two breakout formats.
  • 64% of the creator's Threads views were arriving through Instagram distribution rather than Threads' own native feed, which only reached 28% of it natively.
  • Muse can 'vibe code' a working app on request. In minutes it built a personal Apple Health dashboard with push notifications, no engineering brief required.
  • Muse AI is free because Meta hasn't monetized it yet. The creator predicts a paywall the moment enough people migrate off ChatGPT and Claude.
  • The single most useful opening prompt for an AI agent with account access is asking it what it could build across everything already connected, rather than assigning it a task first.
Takeaway

What a free AI agent can do with your own data

WHAT TO LEARN

Free doesn't mean generic: Meta's Muse AI reads a creator's own connected accounts and turns real Instagram and Threads data into specific, sequenced decisions, then builds a working app from a single request.

01What Is Muse AI?
  • A free AI agent only earns trust if it can act on your own data, not just recite generic advice, which is the bar Muse is trying to clear against paid tools like ChatGPT and Claude.
02Do People Trust Meta?
  • Before trusting an AI agent with your accounts, weigh how much data access it needs to be useful, since the value of a 'free' agent is tied directly to that access.
03Personalizing the Muse Avatar
  • Personalizing an AI assistant's name or avatar is optional flourish, not function. The real question is what it can do with your connected accounts.
04The First Question to Ask Muse
  • The single highest-leverage first prompt to any connected AI agent is asking what it could build across everything already connected, before assigning it a specific task. It surfaces options you wouldn't think to ask for.
05Building the Weekly Instagram Report
  • A recurring, scheduled report turns an AI agent from a one-off answer machine into an ongoing decision system.
0672% From Non-Followers
  • Non-follower view share tells you whether your growth engine is discovery-driven or audience-driven. A 72% share here meant the account's next moves should optimize for strangers, not existing fans.
  • Save rate relative to likes is a stronger signal of a format's real value than raw view count, because saves predict repeat distribution.
07What to Post and What to Pause
  • When data flags a proven format, the instruction is to make it a recurring series, not a one-off. Repeatability compounds distribution.
  • Cutting a familiar format is only defensible when the data shows a clear substitute outperforming it, not because a newer format merely feels more current.
08Asking for a Threads Report
  • The same question, what's working and what's not, needs a separate report per platform. Instagram and Threads audiences behave differently even for the same creator.
091.2M Views, 25 Lost Followers
  • Massive view counts can mask a losing pattern: 1.2 million views on two posts came with a net loss of followers, because virality without conversion just cycles new strangers through.
  • A follower loss alongside a views spike is a specific, diagnosable failure. Trace it to what the post asked viewers to do next, not just what it showed them.
10What Works on Threads vs Instagram
  • Format-market fit doesn't transfer between platforms. Tutorials worked on Instagram but underperformed on Threads, where rants and participation prompts won.
11Fixing the Follow Leak
  • The fix for a viral-but-not-converting moment isn't better content, it's a direct ask: pin a value post to the profile and explicitly give people a reason to follow.
  • Don't port a script written for one platform's native voice onto another. Adapt the angle, not the words.
  • Track what share of your views on one platform are arriving via distribution from another versus that platform's own native feed. Native reach is what survives if the cross-posting advantage goes away.
12Vibe Coding a Movement Digest App
  • 'Vibe coding', describing an app in plain language and letting an AI build it, is now accessible through a free consumer agent, not just developer tools.
  • A competent agent should state the concrete limits of what it's building, such as notification timing, rather than overselling the result before you rely on it.
13Is Muse AI Actually Free?
  • Assume 'free' AI tools from major platforms are subsidized adoption periods, not permanent pricing. Expect monetization once the platform judges adoption is high enough.
14The Movement Digest Dashboard
  • A generated app is only useful if it reflects real connected data in real time. The test is whether today's numbers on the dashboard match what actually happened today.
15Final Verdict
  • The overall value case for a new AI tool comes down to one comparison: what would this cost from a paid competitor, and does the free version clear that bar on real tasks, not demos.
Glossary

Terms worth knowing.

Muse AI
Meta's free AI agent that connects to a user's apps and accounts and can analyze data, generate reports, and build simple software on request.
Vibe coding
Building software by describing what you want in plain language and letting an AI generate the working code, rather than writing it by hand.
Follow leak
A growth pattern where a post reaches a huge number of non-follower views but fails to convert them into follows, sometimes coinciding with a net loss of existing followers.
Discovery engine
Informal term for the mix of algorithmic distribution that surfaces a creator's content to people who don't already follow them, as opposed to reach driven by an existing audience.
10x format
A content format that a creator's own performance data shows massively outperforming their other formats, worth repeating as a series rather than a one-off.
Resources

Things they pointed at.

Quotables

Lines you could clip.

03:13
72% of the views came from non-followers.
sharp, specific stat that reframes the whole growth strategyIG reel cold open↗ Tweet quote
05:05
Two posts drove views up... to 1.2 million, but almost none of it converted.
the plot-twist stat of the video: massive reach with no conversionTikTok hook↗ Tweet quote
07:49
I do believe that this is only going to be free for a certain amount of time.
the honest, quotable prediction about the free window closingnewsletter pull-quote↗ Tweet quote
09:16
Shout out to Meta. You did your big thing on this one.
a clean, specific closing verdict that wraps the whole videoIG reel cold open↗ Tweet quote
The Script

Word for word.

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metaphor
Muse AI. You're going to go and you're going to put Muse AI in YouTube. You're going to see a whole bunch of people talk about it.
What is it? It is Meta's way of getting into the AI world. In a serious note, we know that they had the Meta app or Meta AI app.
And let's be honest, we haven't really been super impressed with their chatbot features. Now this is their way of upping the level and being like, hey. I see you chat GPT, but you got a price tag.
I see you Claude, but you got a price tag. I believe all of this AI magic, this world that we're in with AI should be to the people for free. Where we get into the problem, we get into the problem is do people trust meta?
This is where we get into the problem. Let's say. You don't know exactly where to start, right?
Don't know where exactly to start. They have a feed where it has maybe stuff that you like based off of the conversations that you're having. They have different ideas, right?
My goal is how can I improve my Instagram? I'm not really so much on Facebook and I am on threads. So how can I improve my Instagram and thread strategy?
That's one thing I know for sure that I feel extremely comfortable because it has that direct connection. One, you can personalize your muse. My muse is named Tyler and it's a Lego situation, right?
And so when he's working, he's actually on his laptop looking up stuff. You could change this into anything you want. You could change the avatar or you could change the name.
Why did I call him Tyler? I don't. No.
Don't judge me. First thing I want everybody to do in using this, if you are going to use this, is okay. So based off all the apps that I've connected to you, what are some of the things that we could build together that makes the most sense for me?
And I was trying to go look at flights for Atlanta, so it could do kind of like an airline kind of tracker. And then... One reconnect tap unlocks brand deals for my Gmail, content vault, recording mode lighting.
So that's my hue. And then editing focus, a playlist. So let's do build a weekly content report.
Okay. Let's see. And you see, you see Tyler working on the side.
You see that? It's super cute. I will say that.
It's super, super cute. That was quick. Sheesh.
Your weekly content report is built and scheduled. So every Monday morning, I'll pull fresh insights, regenerate the report, and send the summary with actions. Here's the first edition.
Come on. The big one is 72 % of the views came from non -followers. Up to 60 % over the full year.
Your discovery engine. is accelerating. Save rate is elite too.
Saves a run at 51 % likes. Your 10x format is confirmed. What to do this week?
Ship one creator teardown with a name framework. It's your only proven 10x format. Make it a weekly series, not a one -off.
Damn. Okay. Keep the comment to DM funnel.
Pause carousels. Wait! I like carousels!
Well, the last couple of ones was just picture. Anyways. All right.
So I got to pause the carousels. I got to fix the bio link conversion and keep clipping content corner live. You got to keep clipping it up.
Got to keep clipping it up. So boom, we have our weekly content report. So now we have this scheduled in a matter of a couple of clicks.
And I know exactly what I'm going to be doing for Instagram. I'm not guessing. This is going based off of straight data.
So if you ever wonder what works for Instagram, what works for Facebook, what works for threads? Actually, can we do the same thing for threads? First, give me a monthly report since we have, well, a year report.
I apologize. We haven't done a report on this at all. And then can we schedule a weekly report for threads as well?
Threads report is built headline for your first thread report. Threads is purely discovery. 99 % of your views become from non -followers.
Two posts drove views up to 562 ,000. Oh, 52. 562 % to 1 .2 million, but almost none of it converted.
Likes down 22%, repost down 69%, and net, I lost 25 followers this month. Okay. Gave me my top post.
What works on threads versus Instagram? Relatable rants and community question wins. The two breakouts are delivery app.
Complaint and tag your favorite prompt personality, not tutorials. AI tools take 79 % US. Okay.
What to do? Here's what I got to do. Fix the follow leak.
Okay. Pin a value post of your profile and reach threads with a reason to follow. Double down on September 5th and 6th formula.
Ask for reposts, not just replies. Don't port, don't port IG tutorial verbatim. Threads rewards voice and conversation.
Adapt the angle, not the script. Watch the IG dependency. 64 % of views arrive via Instagram distribution.
Native threads feeds reach 28%. So now from this live alone, we have a, we have an Instagram strategy and we have a thread strategy.
Break down to me the daily movement digest. Like, is that something that can be interactive? I don't want just a report.
I want something that we can create like an interactive app for it that can give me notifications and all of that great stuff. Okay, so now we're getting, now we can see if it can do some vibe coding. Yes, absolutely doable.
App itself. Think of it as your personal movement dashboard, not a PDF. Opening it to today, steps, active calories, trend, cool, recovery strip, insights feed, action, and sleep tab.
Okay. Notifications. Scheduled messages arrive as push notifications on your phone.
Two honest limits. Pushes only fire as notifications when the app isn't already open. And there's no quiet hours.
So we pick delivery times, blah, blah, blah. The cool thing about it, if it does create this, that means it can make some dope stuff for free. That's the important part about Muse .ai is what it can do for the free 99.
Now, I do believe that this is only going to be free for a certain amount of time. I do believe when more people jump onto it, Meta is going to be like, aha, we could finally monetize if you want. To use this more, you're already used to paying for AI.
Here is this next tier. Let's see if it created the app. So it created the Movement Digest.
So today, so far, so far, I have 18 ,000 steps. So far. Energy, 602.
Exercise, I mean, I went for a walk. Stand, has any, that on standing? Well.
I don't wear my Apple watch like I used to. Maybe I need to start. Maybe I need to start.
Okay. Recovery check. Resting.
Okay. What needs to change? September 14 finished 65 % above your prior seven day step average.
What was the 14th? What? That was today.
I was like, wait, what? That was today. Maybe this is going based off today.
Okay. So this is supposed to update every single day at 10, 10 PM. I think this is a really cute dashboard.
For us making our first app, making our first app, which is a movement digest to tell me how I did today. What do we think? For right now, Muse has my attention.
I think this is really good. I think this is easy, low -key fun. Yeah, for the free?
For the free? Shout out to Meta. You did your big thing on this one.
The Hook

The bait, then the rug-pull.

Before he ever asks it a real question, he's sizing Muse up against ChatGPT and Claude on price alone. What follows: a weekly Instagram report that flags a format worth repeating, a Threads report that catches a 1.2-million-view spike that cost him followers, and a working personal app, all for free, for now.

Frameworks

Named ideas worth stealing.

03:56list

Muse's Instagram action list

  1. Ship one creator teardown per week
  2. Keep the comment-to-DM funnel
  3. Pause carousels
  4. Fix the bio link conversion
  5. Keep clipping content corner

The four-item punch list Muse generated after reading a month of real Instagram performance data.

Steal forany weekly content-ops checklist built from your own analytics instead of best-practice guesses
05:50list

Muse's Threads action list

  1. Fix the follow leak
  2. Pin a value post with a reason to follow
  3. Double down on the Sep 5-6 formula
  4. Ask for reposts, not just replies
  5. Don't port IG tutorials verbatim
  6. Watch the IG dependency

Muse's six-item fix list after finding a viral Threads spike that lost the account followers instead of gaining them.

Steal fordiagnosing a 'viral but not converting' moment on any platform
CTA Breakdown

How they asked for the click.

Storyboard

Visual structure at a glance.

open
hookopen00:00
IG report built
valueIG report built02:41
IG action list
valueIG action list03:56
Threads spike
valueThreads spike04:54
building the app
valuebuilding the app06:34
app dashboard
valueapp dashboard08:33
Frame Gallery

Visual moments.

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