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Instagram Carousel Mistakes: 8 Linked to Weaker Results

We compared 9,923 scored Instagram carousels. Eight mistakes that went with weaker results, ranked by size, from 2–3 slide posts to all-caps covers.

The mistake most clearly linked to weaker Instagram carousels is stopping at two or three slides. In our sample of 9,923 scored carousels, only 17.3% of 2–3 slide posts reached 2× their creator’s usual, against 27.7% of those with 11–15 slides.

After that come cover mistakes: first slides that say too much or too little. Below are eight mistakes, ranked by how big the gap is in our data, with the fix for each.

Ranked by how much less often posts reached 2× their creator’s usual (the last two, where that gap is under a point, by how much less often they beat the usual at all):

  1. Stopping at 2–3 slides: 10.4 points below carousels with 11–15 slides
  2. A cover of 26 words or more: 6.2 points below covers of 6–10 words
  3. A cover of 1–5 words: 5.9 points below 6–10 words
  4. Testing a new idea as a story: 3.5 points below how-tos
  5. Padding past 15 slides: 3.1 points below 11–15 slides
  6. Leaving out the number: 3.0 points below covers with one
  7. Opening with a question: no gap at 2×, but 7.6 points less likely to beat the creator’s usual at all
  8. Writing the cover in capitals: 0.8 points below at 2×, and 5.0 points less likely to beat the usual

Every carousel is scored against its own creator’s usual: its likes + comments divided by the median of up to 20 of that creator’s carousels posted closest in time. That takes account size out of the picture, so a mistake shows up as a lower share of posts beating their own baseline.

Across all 9,923 carousels, 49.3% beat their creator’s usual and 23.8% reached 2×. Keep those two baselines in mind. The cover numbers come from the 5,442 first slides we’ve transcribed.

Two caveats. The sample is a mix of creators we track, not a random slice of Instagram. And these are correlations: a pattern that goes with weaker results, not proof that it causes them.

carousels above their creator’s usual
4,664
creators
212
median score
2.0×
slides, typically
8
most common format
List

1. Stopping at two or three slides

What the data shows: 2–3 slide carousels reached 2× their creator’s usual 17.3% of the time (941 posts), the lowest of any length. Carousels with 11–15 slides reached it 27.7% of the time (1,627 posts). At 3× the gap is wider still: 9.8% against 18.3%.

The fix: list everything you have to say before you decide the length. If the list is three lines long, the idea probably needs more depth: an example per point, a mistake to avoid, a result. Most outliers in our library land around 8 slides. The full breakdown is in how many slides a carousel should have.

2. A cover that tries to say everything

What the data shows: first slides of 26 words or more reached 2× 19.4% of the time (576 posts), and 16–25 words 20.2% (1,076). The 6–10 word range reached it 25.6% of the time (1,717). At 3×, 16–25 word covers fell to 10.0%, against 14.9% for 6–10 words.

The fix: the cover makes one promise. Move the context, the credentials and the second idea to slide two or the caption. If you can’t cut below 15 words, check whether you’re describing the whole carousel instead of promising it.

3. A cover that says too little

What the data shows: 1–5 word first slides reached 2× 19.7% of the time (821 posts), and only 44.3% beat their creator’s usual at all, against 50.4% for 6–10 words. Their median score was 0.8×.

Short covers often name a topic without a promise. “Meal prep ideas” is a topic. “5 high protein takeout copycat meal preps” (@successmealprep, 3.8×) tells you exactly what you’ll get and who it’s for.

The fix: add the specific outcome, the audience or a number until the cover says what the reader gets. The exception is a label for something people want to keep: “100 ChatGPT code” by @smrt.cc scored 326.7× in three words. That seems to work because the thing named is the promise.

4. Testing a new idea in a low-floor format

What the data shows: some formats reach 2× more often than others. How-to carousels did it 25.8% of the time and lists 25.4%, against 22.3% for stories, 22.8% for case studies and 22.9% for opinion posts. Reference posts (cheat sheets and guides) led at 38.1%, from a smaller sample of 105.

The fix: when you’re not sure an idea will land, give it a forgiving format first. Save the story format for a genuinely gripping story. Stories aren’t a mistake in themselves: @martinwang.mp4’s story carousel scored 201.2×, and the top outlier of the week to 9 October 2026 is a story. They just reach 2× less often on average.

What the data shows: 16–20 slide carousels reached 2× 24.6% of the time (529 posts), less than 11–15 slides (27.7%) and no better than 8–9 slides (24.7%). Length goes with better results up to a point, then stops.

The fix: if your draft runs past 15 slides, read only the headlines and merge any two that make the same point. Instagram allows 20 slides; that doesn’t mean a post needs them.

6. Leaving out the number

What the data shows: first slides with a number reached 2× their creator’s usual 24.1% of the time (1,831), against 21.1% without one (3,611).

The fix: if you have an honest number, put it on the cover: how many items, an age, a price, a time, a result. “The 5 Blood Tests Every Adult With ADHD Should Ask For” (@myadhdventure, 6.1×) tells you the size of the list before you swipe. Don’t invent a number to fill the space.

7. Opening with a question

What the data shows: this one is about the floor, not the ceiling. Question covers beat their creator’s usual 41.1% of the time (421), against 48.7% for statements (5,021), and their median score was 0.8×, against 0.9×. But both reached 2× exactly as often: 22.1%.

So a question isn’t a weaker hook when it works. It just fails more often. One likely reading: many questions can be answered in the feed, without a swipe.

The fix: prefer a statement. If you use a question, make it one the reader can’t answer without the next slide.

8. Writing the cover in capitals

What the data shows: mostly-capitals first slides beat their creator’s usual 44.3% of the time (1,253), against 49.3% for normal case (4,189). At 2× the difference is small: 21.5% against 22.3%.

It’s a lean, not a rule. “Don’t get too drunk. Don’t drink from an open cup.” by @victorianpoetry was written in capitals and scored 54× its creator’s usual.

The fix: write the cover in normal case and save capitals for one word you want to stress. For more on what the strongest first slides do, see ten hook patterns from outlier carousels.

First slides from this month’s outliers

The opening slide decides whether anyone swipes. These are the first slides of carousels that beat their creator’s usual, transcribed from the slide.

  • “100 CHATGPT CODE”

    @smrt.cc · 327× their usual · List
  • “TEMPLATE Wide Angle Studio”

    @endlesstools · 169× their usual · List
  • “fonts that are trending right now :)”

    @studio_2am · 104× their usual · List
  • “DON'T GET TOO DRUNK. DON'T DRINK FROM AN OPEN CUP.”

    @victorianpoetry · 57× their usual · Opinion
  • “I haven't been to the gym for so long,, I didn't know that women just dress like wh*res now. I'm sorry, there's no other way to describe it... the shorts,…”

    @the_female_lead · 39× their usual · Opinion
  • “7 THINGS NEUROSCIENCE SAYS YOU SHOULD TELL YOURSELF DAILY TO LIVE YOUR BEST LIFE”

    @brainchanges · 31× their usual · List

The mistake that isn’t on the slides: judging by the wrong number

Two habits make good posts look like failures.

Comparing with other accounts. A carousel with 2,000 likes can be a breakout for one creator and a quiet week for another. Compare each post with your own usual: the median likes + comments of your recent carousels. Here’s how the outlier score works, step by step.

Expecting every post to beat your usual. By definition, about half of your carousels land below your median. In our data, 49.3% beat their creator’s usual. A post at 0.8× isn’t a mistake; a run of them is a signal.

Posting day showed a smaller gap than the top six mistakes above. The share reaching 2× ranged from 22.7% to 25.6% across weekdays (in UTC), a spread of 2.9 points, against 10.4 points between the shortest and the best-performing lengths. More in the best time to post carousels.

Frequently asked questions

In our data, the biggest are posting only 2–3 slides (17.3% reached 2× their creator’s usual, against 27.7% for 11–15 slides), covers longer than 15 words or shorter than 6, and testing new ideas in story or opinion formats, which reached 2× less often than how-tos and lists.

Start with the cover and the length. Covers of 6–10 words reached 2× their creator’s usual most often (25.6%), and 2–3 slide carousels least often (17.3%). Then compare the post with your own usual, not someone else’s numbers; about half of any creator’s posts land below their median.

Yes, in the sense that extra slides stop helping. Carousels with 16–20 slides reached 2× their creator’s usual 24.6% of the time, below 11–15 slides (27.7%) and no better than 8–9 slides (24.7%).

Not on its own. Your usual is your median, so about half your posts will land below it; in our data 49.3% of carousels beat their creator’s usual. Look for patterns across several posts before changing what you do.

See what the outliers in your niche did differently

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About the author. Artem Novitckii is the founder of Top Carousels, a library of Instagram carousels scored against their creator’s usual engagement. He posts carousels about AI tools at @artem.novitckii.

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