Edits, Instagram’s AI, can now tell you why a reel flopped

Instagram’s free Edits app now has an AI assistant that reads your reel stats and tells you why a reel did or did not land. Here is what it can see, and a prompt that does the same job in any chatbot.

News

The assistant arrived on 30 September 2026, so far only for people using Edits in the US. Wherever you are, the prompt walks one reel through the viewer’s journey: where people left, the likely reasons, and one change to test next.

What the Edits assistant can do

  • It reads your numbers. Instagram’s launch post (read 2 October 2026) says it knows your follows, views, video retention (how long people keep watching), likes and shares, and adds your comments, what is trending and what your audience is into.
  • It answers the why. Ask why one reel held attention and another did not, or what connected most with your audience this month.
  • It suggests what to make next. Ideas for concepts, hooks, captions and scripts come from your own best reels, plus trending audio matched to your niche that you can save from the chat. In Meta’s own example, a makeup artist’s videos performed very well after it recommended mixing a 7-second reel in among her one-minute videos.
  • It finds reels to learn from. It can search Instagram reels for inspiration, and Instagram’s help page (read 2 October 2026) says it will not change a project unless you choose to apply its suggestions.

Who gets it, and what it costs

  • Where: “everyone using Edits in the US”, per the launch post, which names no other country or date. The help page says it is being released gradually, so some features may not have reached you yet.
  • Cost: free, with a daily limit on prompts (Meta names no number). Meta says heavy users “will soon be able to unlock more usage” with a Meta One subscription (Meta’s paid plan), and names no price.
  • What you need: the Edits app for iPhone or Android, signed in with your Instagram account. Instagram only shows reel insights on a public account, per its reels insights page (read 2 October 2026).

What Meta does with your chats

  • They help improve Meta’s AI. The help page says “Meta uses your interactions with AIs to improve AI at Meta”, and your Instagram activity may power the assistant’s ideas.
  • They can shape your ads. Depending on your region, your AI chats can be used to personalise content and ads, so keep anything you would not want in that loop out of the chat.

How to run the prompt

  1. Pick where to run it. In the US, tap the assistant icon in the bottom right of Edits (menus can move), then skip to step 4. Everywhere else, open ChatGPT, Claude or Gemini, and if you would rather your chats did not train its model, switch that off in its data settings before you paste.
  2. Outside Edits: copy the reel’s numbers. In Instagram, open the Reels tab on your profile, tap the reel, then View insights. Screenshot that screen or type out every number on it, note where the retention chart drops if there is one, and copy two or three comments.
  3. Outside Edits: gather the same numbers for three to five recent reels, including one that did well. The prompt measures the reel against your own usual numbers. Two will do; the prompt just says the answer is weaker. In Edits the assistant pulls them itself, from the 60 days its insights screen covers (read 2 October 2026).
  4. Paste the prompt, fill it in and send. It asks up to three questions; answer them all in one reply, since in Edits each message most likely counts towards the daily limit. If Edits cuts a long message off, send it in two parts with “Part 1 of 2, wait for part 2” at the top of the first.

The prompt: tell me why this reel underperformed

Any field you are unsure of can say “not stated”.

PromptTell me why this reel underperformed
You are my reel coach: a short-form video analyst who knows that most "the algorithm hates me" moments turn out to be a slow opening, a topic my followers did not come for, or one post landing on an ordinary bad day. I am going to give you the numbers for one reel that did worse than I hoped, plus the same numbers for a few of my recent reels. Your job is to work out, from those numbers only, where in the viewer's journey this reel lost people, give me the most likely reasons, and pick ONE change for my next reel that would show whether you were right. If you guess, I will spend my next week of posting on the wrong fix, so reason in stages and show your working. You cannot see Instagram's ranking system and neither can I: never claim to know what "the algorithm" did, never quote an outside benchmark or a "good" percentage as fact, and never invent a number. If something you need is missing, write [NEED: what is missing]. If I left a field as "not stated", treat it as unknown and say how that limits your answer.

IF YOU CAN SEE MY INSIGHTS YOURSELF (for example inside Instagram's Edits assistant): fetch this reel (I describe it under What it was below; if you cannot tell which reel I mean, ask me that before anything else) and my last three to five reels from the last 60 days, name every number you used, and skip any question the data already answers. Do not stop for questions unless a missing number would change the stage you point to; put any remaining questions at the end so I can answer them all in one reply. If you can see my retention chart, name the second where most people left. Use my reels only: no other creators' reels, trending audio or search results in the diagnosis.

ABOUT ME AND MY ACCOUNT (I fill this in once; any field can say "not stated")
- My niche and who I make reels for: [e.g. "quick vegetarian dinners for busy parents" or "beginner climbing tips, mostly for women in their 20s and 30s"]
- Roughly how many followers I have: [e.g. "about 2,400"]
- My account: [creator, business or personal, and public or private]
- How often I post reels: [e.g. "three a week" or "about twice a month"]
- What a normal reel does for me: [e.g. "usually 1,500 to 3,000 views and two or three new follows", or "not stated"]
- What I wanted from this reel: [new followers, saves, comments, shares, link clicks, sales, or "just reach"]

THE REEL THAT DID WORSE THAN I HOPED
- What it was: [one or two lines on the topic, the format (talking to camera, voiceover, text on screen, trending audio, tutorial) and the length, e.g. "45-second voiceover tutorial on Sunday meal prep"]
- The opening: [exactly what someone saw and heard in the first few seconds, e.g. "me holding a pan, text on screen: Sunday prep in 20 minutes"]
- The cover and the caption: [the cover frame, and the caption's first line]
- When I posted it: [day, time and my time zone, e.g. "Tuesday 9pm US Pacific"]
- Is this a topic I post often, or new for me: [e.g. "I post repotting tips every few weeks" or "first time I have covered this"]
- Anything unusual: [e.g. "trending audio I had not used before", "posted as a trial reel", "deleted and reposted", "a holiday weekend", or "nothing"]
- What the comments said, if anything (skip this if you can see my insights yourself): [e.g. "three people asked for the full recipe", "one said it cut off too early", or "none"]
- The retention chart, if my insights show one (skip this if you can see my insights yourself): [where the line falls most, e.g. "steep drop in the first three seconds then flat", "a cliff at 12 seconds", "a slow slide all the way down", or "not shown"]
- Its numbers, as many as I have (skip this if you can see my insights yourself): views; viewers or reach; total watch time; average watch time; skip rate if my screen shows it; follows; likes; comments; shares; saves; views from non-followers if shown; how many days it has been up. [Type them, or attach a screenshot of the insights screen if you can read images. Leave out any I cannot find.]

MY RECENT REELS FOR COMPARISON (skip this if you can see my insights yourself)
- [Three to five recent reels. For each: one line on topic, format and length, the day and time I posted it, then the same numbers. Include at least one that did well. If that is a lot of tapping, views, average watch time and shares for each will do; the other numbers sharpen it. e.g. "Reel A, 30-second talking head on budget swaps, Tuesday 7pm: 4,200 views, average watch time 11 seconds, 9 shares, 31 saves, 6 follows, up 5 days"]

BEFORE YOU ANALYSE
Read what I gave you, then check these in order:
- If I attached a screenshot, list every number you read from it before anything else, so I can correct a misread digit.
- If you do not have this reel's views and at least one other number, ask me for them and stop.
- If my account is private, tell me Instagram only shows insights on public accounts, ask what numbers I do have, and stop.
- If I gave you no comparison reels and you cannot fetch any, ask for two or three. If I say I have none, carry on and tell me the answer will be weaker without them.
- If my comparison reels are all from more than about two months ago, say my account may have changed since.
- If the reel has been up less than two days, say its numbers may still be climbing, give me the analysis anyway, and tell me to run it again in a few days.
Then ask up to three other questions, only where the answer would change which reason ranks first, and offer choices where you can (e.g. "Did you post the comparison reels at a similar time of day?"). If any question you would otherwise park under [NEED] would change the top reason, ask it now and stop. Carry on only if none would, say so, and put any smaller questions at the end of your report. If you can see my insights yourself, never stop; put every question at the end.

STEP 1: SET MY OWN BASELINE
From my comparison reels, work out my usual range for each number I gave you (lowest, highest and the middle). Turn counts into rates where the numbers allow: average watch time as a share of the reel's length, and shares, saves and follows per 1,000 views. If my counts are small (shares, saves or follows in single figures), say that one more or less would swing the rate a lot, lean on watch time and views, and lower your confidence in anything built on the small counts. Then say where this reel sits on each one: below my range, inside it, or above it. If the reels differ a lot in length, format or age, say the comparison is rough. Compare me only with myself, never with a general benchmark.
IF THIS REEL WAS A TRIAL REEL (shown first to people who do not follow me): build my baseline from my other trial reels, or from the views-from-non-followers figure on my normal reels, and say which you used. Never measure a trial reel against my normal totals.

STEP 2: FIND WHERE IT LOST PEOPLE
Walk through the viewer's journey in the order a viewer travels it: were enough people shown it, did they start it, did they stay, did they act, did they pass it on. Say which stage the numbers point to, and where two stages are off, start with the one that has the biggest gap from my baseline.
- IF VIEWS ARE LOW BUT SKIP RATE AND AVERAGE WATCH TIME ARE NORMAL: reach. The people who saw it behaved as usual; fewer people were shown it. Check views from non-followers, the posting time, anything unusual I listed, and how long it has been up, before you blame the reel.
- IF EVERY NUMBER IS LOW BY ABOUT THE SAME AMOUNT: it may not be the reel itself. Check the same things, and say plainly if one weaker post is within the normal ups and downs of my account.
- IF THE SKIP RATE IS HIGHER THAN MY USUAL, OR THE RETENTION LINE DROPS STEEPLY IN THE FIRST FEW SECONDS: the opening. People started it and left before it got going. Look at what I said they saw first and name what made it easy to skip, such as a slow start, no clear promise, or text too small to read.
- IF THE RETENTION LINE FALLS OFF A CLIFF AT ONE POINT: name that second, ask what happened on screen there (a cut, a new idea, the end of the promise), and treat that moment as the fault, ahead of the opening.
- IF THE LINE SLIDES EVENLY ALL THE WAY DOWN, OR AVERAGE WATCH TIME AS A SHARE OF LENGTH IS BELOW MY USUAL WITH NO CHART: the middle. It promised something and took too long to deliver, or it ran long for what it had to say. Say where you think people left, and say you are guessing if I gave you no chart.
- IF PEOPLE WATCHED BUT SHARES, SAVES AND FOLLOWS ARE BELOW MY USUAL: the payoff. It held attention but gave no reason to save it, send it on, or follow for more. Check whether the ending matched what I wanted from the reel.
- IF COMMENTS ASK FOR SOMETHING THE REEL PROMISED, OR SAY IT RAN LONG OR CUT OFF: treat that as direct evidence for the payoff or the middle, and rank it above anything you inferred from counts.
- IF VIEWS FROM NON-FOLLOWERS ARE WELL BELOW MY USUAL WHILE MY FOLLOWERS WATCHED AS NORMAL: it did not spread. It may have needed too much background for someone new, or been too close to something I posted recently, and few shares means few new people saw it.
- IF SKIP RATE AND THE CHART ARE NOT SHOWN: low views alone cannot separate a weak opening from low reach, so treat it as pointing two ways.
- IF THE NUMBERS POINT TWO WAYS: name both, rank them, and say which number would settle it.
- IF THE NUMBERS SIT INSIDE MY USUAL RANGE: tell me so. It missed my hopes rather than my baseline, and the fix may be my expectations.

STEP 3: CHECK THE TOPIC, CAPTION, COVER AND TIMING
- Topic: is this a topic my better reels share, or a new direction? If new, say whether the numbers suggest my audience was not there for it, or whether one post is too little to tell.
- Caption and cover: does the first caption line back up the opening or repeat it? Does the cover say what the reel is about? Comment only on what I described; never assume what it looked like.
- Timing: compare the posting day and time with my better reels if I gave them. If I did not, say timing is unknown rather than guessing a best time.

STEP 4: GIVE ME YOUR DIAGNOSIS
Rank up to three likely reasons, most likely first. For each, give the number or detail that points to it and how sure you are: strong, medium, or a hunch. If the stage you found does not match what I said I wanted from the reel, say so; a reel that lost reach cannot be fixed by a stronger ending. Be direct and kind; I can take "the opening was slow".

STEP 5: PICK ONE CHANGE TO TEST
Choose the single change most likely to fix the top reason, and write it so I can film or edit it: for example a rewritten first line and first shot, a shorter cut with the payoff moved earlier, or a clearer cover. If you suggest on-screen text or a spoken line, put no number or claim in it that did not come from me. Then tell me:
- The one number that should move if you were right, and roughly where it needs to land against my own range to count.
- To keep everything else the same (topic type, length, posting time), so the test is fair.
- To check it after the same number of days as my comparison reels, and to try the change on two or three reels before deciding it worked.
- If I can post trial reels, whether this change suits one, and if so, judge it against my other trial reels, not my normal baseline.

HOW TO REPORT BACK
MY BASELINE: one line per number
WHERE IT LOST PEOPLE: the stage, and the number that shows it
TOPIC, CAPTION, COVER AND TIMING: one line each
LIKELY REASONS: up to three, ranked, each with its evidence and how sure you are
THE ONE CHANGE TO TEST: what to film or edit, in plain words
HOW TO JUDGE IT: the number, the target, and when to check
WHAT I STILL NEED TO GIVE YOU: every [NEED] item, in one list

CHECK YOUR WORK BEFORE YOU SHOW ME
1. Every number you used is one I gave you, one you fetched and named, or one you worked out from those, with the working shown.
2. You compared me only with my own reels and quoted no outside benchmark.
3. You never claimed to know how Instagram ranks reels; where you inferred, you said "likely".
4. You gave one change to test, not a list.
5. Where I wrote "not stated", you said what it cost the answer.
6. Name the one reason you are least sure of, and the number that would prove you wrong.

Test the change as a trial reel

A trial reel is shown first to people who do not follow you, with insights within 24 hours, so it suits the one change the prompt picks. Compare it with your other trial reels, or with a normal reel’s views from non-followers, rather than your usual range.

Instagram’s help page (read 2 October 2026) says you need a public account with at least 200 followers on a professional account or 1,000 on a personal one.

The honest bit

  • It works from your stats, and can be wrong. The assistant and any chatbot can only reason from what your insights show, and Instagram’s help page warns that “An AI’s response may be inaccurate”. Treat the diagnosis as a good guess to test.
  • One reel is a small sample. A single weak post can be an ordinary bad day.
  • Both are days old. The prompt has only been run in a plain Claude chat on made-up reel numbers, where every rate it worked out checked out by hand; nobody has run it on a real account or inside Edits yet.

Try it on one reel today

Pick your weakest reel from the last month and three to five recent ones, including one that did well, run the prompt, and film the one change it picks into your next reel. After three or four runs, paste the diagnoses back into one chat and ask which reason keeps turning up; a repeat beats any single verdict.

Questions people ask

Does Instagram have an AI assistant?

Yes. Instagram's free Edits app got an AI assistant on 30 September 2026, so far for people using Edits in the US, which reads your reel stats and tells you why a reel did or did not land.

How to get AI edit on Instagram?

Use the Edits app for iPhone or Android, signed in with your Instagram account, on a public account so your reel insights show. Instagram is releasing it gradually, so some features may not have reached you yet.

Can I give the chatbot a screenshot instead of typing the numbers?

Yes. ChatGPT, Claude and Gemini all read images, so a screenshot of the View insights screen works. The prompt makes it list the numbers it read first; check them against your screen before you trust the answer, because a misread digit changes the diagnosis. In Edits the assistant reads your insights itself.

Does the prompt work for a TikTok or a YouTube Short?

Yes, with that app’s own analytics. The prompt mainly needs views, average watch time, shares, saves and follows, plus the retention chart if the app shows one, and TikTok and YouTube show most of those. Write “not shown” for anything that is Instagram-only, such as views from non-followers or trial reels, and the prompt treats it as unknown.