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Carousel Ideas for Clients: How Social Media Managers Find Them

A weekly workflow for finding proven carousel ideas in any client’s niche, built on 3,924 outliers scored against each creator’s own usual.

The fastest way to find carousel ideas for a client is to start from carousels that already beat their creator’s usual in that client’s niche, then rebuild the best structure around the client’s own expertise. Our library holds 3,924 of these outliers from 192 creators, each scored against its own creator’s baseline, so a small account’s breakout sits next to a big brand’s.

Below is a weekly workflow for social media managers, freelancers and agencies, the Top Carousels feature behind each step and its plan, and what it looks like for three kinds of client.

Volume. Three carousels a week for five clients is fifteen ideas every week, and each one needs approval.

Range. Skincare on Monday, accounting software on Tuesday. You can’t live inside every client’s niche, so your instinct for what lands there is weaker than in your own.

Proof. Clients ask “why this idea?” “I like it” is a weak answer. “Here is a carousel built the same way that got several times its creator’s normal engagement in your market” is a strong one.

Why sort by outlier score instead of likes?

Likes measure the account as much as the post. A big account can post something average and still collect thousands of likes. A small one can post its best work and stay in the hundreds.

The outlier score removes account size. Each carousel’s likes plus comments are divided by the median of up to 20 carousels from the same creator posted closest in time, so 2× means twice that creator’s normal engagement. The full method is in what an outlier carousel is.

Two AI & tech carousels show the difference. A 10-slide story carousel by @a16z, posted as Roblox turned 20, got 195,510 likes and comments: 52.6× its usual. “AI Tools: Hype vs Reality (make money with AI edition)” by @olli.rasmussen got 2,263 and scored 22.9×. Sorted by likes, the second one never reaches your shortlist. Sorted by score, both do, and the smaller account is often closer to your client’s size.

High scores are rare, which is what makes them useful. In our sample of 9,923 scored carousels, about half (49.3%) beat their creator’s usual at all, 23.8% reached 2×, 8.5% reached 5× and 3.6% reached 10×. The sample is a mix of the creators we track, not a random slice of Instagram.

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

1. Open the client’s niche, sorted by score

The library is organised into 13 niches, from AI & tech to food & cooking, and six formats. On Free you pick a niche and see five outliers at a time, with every slide. Pro opens the whole library: search, filters for topic, format, outlier score, interactions, slide count and publication date, sorting by highest score, and saved searches.

Save one search per client: for a beauty brand, fashion & beauty, 3× and above, published in the last month.

Look outside the niche too: a list structure from design can carry an accountant’s tips. Pro also shows similar carousels and creators for any post, a quick way to find more accounts like the one that worked.

2. Give each client a folder

Save any carousel from its card or the reader into Bookmarks and any of your folders. Make one folder per client, and use the reader’s private notes to record what you’d keep: the hook, the layout, the ending. Free has 3 folders; Pro has 10, so one each for up to ten clients.

When you show ideas to a client, send the Instagram link from the reader rather than screenshots of another creator’s slides.

3. Track the accounts each client competes with

Trackers are a Pro feature: folders of creators where every new outlier they publish lands. Switch on the bell and you get those new outliers by email once a week. You can add any Instagram handle; if a creator isn’t in the library yet, the request goes to our curator. You can keep up to 20 trackers, with up to 25 creators in each.

Make one tracker per client and fill it with the accounts that client measures themselves against. The weekly email becomes a shortlist of what worked in their market that week.

4. Rewrite one proven structure around the client’s idea

Open a reference and choose Make it your own. Download the slides, type the client’s idea into “What’s your carousel about?”, choose ChatGPT or Claude, and copy the prompt. The assistant explains why the original works, writes three hook options, the text for every slide and a caption in the same rhythm and length, then waits for your OK before it designs anything.

The prompt also tells it not to invent stats or stories, which matters more when the post goes out under a client’s name. Check every fact anyway. Free includes 3 remix packs a month; Pro has no limit. There’s a full before-and-after in how I turned someone else’s viral carousel into my own.

5. Score a prospect’s account before the pitch

The Account analyzer reads any public account’s last 40 carousels and scores each one against that account’s own usual, the same way the library does. You see how many beat 2×, the best score, the account’s usual likes and comments, and the carousels themselves. It needs at least 7 earlier carousels that have been up for a week, and it can’t read private accounts. Free covers 1 account; Pro covers 10 a month.

Before a pitch, it shows you what the prospect’s audience already responds to, so you can open with their best post instead of a generic audit. For existing clients, it shows which of their own carousels deserve a second run. Repeats can work: @clay.note.fragrance posted “Perfumes I want just for the bottles” on 30 August and scored 37.6×, then posted a second carousel with the same title on 20 September and scored 30×.

A SaaS or AI tool company

AI & tech has 521 outliers from 67 creators in the library, with a median score of 2.2× and typically 7 slides. In our sample, 25.8% of 1,254 AI & tech carousels reached 2× their creator’s usual, a little above the 23.8% average.

Structures that worked:

  • A rating or comparison. The @olli.rasmussen carousel above rates AI tools across 14 slides. A client can rate the tools in its own category, its own product included, if the ratings are honest.
  • A set of projects. “5 projects that will make you a PRO at using AI…” (@genzbestie, 24.9×, 7 slides).
  • A customer’s story, borrowed from another niche. @stanforcreators, a company account, told one customer’s story twice in nine days. “she made $85,235 in two weeks” scored 33.5×; a second version about the debt she paid off scored 24.4×.

AI & tech outliers for a SaaS client’s folder

  1. First slide of a carousel by @smrt.cc: 100 CHATGPT CODE327× usual

    100 CHATGPT CODE

    @smrt.cc · 90.3K likes + comments · 8 slides

  2. First slide of a carousel by @awakpenn66× usual

    @awakpenn · 40.6K likes + comments · 11 slides

  3. First slide of a carousel by @olli.rasmussen: 3 AI automations Nobody Is Selling But Will Boom in 202658× usual

    3 AI automations Nobody Is Selling But Will Boom in 2026

    @olli.rasmussen · 4.8K likes + comments · 5 slides

  4. First slide of a carousel by @albert.olgaard50× usual

    @albert.olgaard · 24.2K likes + comments · 7 slides

  5. First slide of a carousel by @lifeofarjav: © 2026 @LIFEOFARJAV 01 / 06 Claude + Hormozi = 100M Business Turn Claude into your Hormozi business coach, step by step. Claude + $100M OFFERS ALEX HORMOZI…47× usual

    © 2026 @LIFEOFARJAV 01 / 06 Claude + Hormozi = 100M Business Turn Claude into your Hormozi business coach, step by step. Claude + $100M OFFERS ALEX HORMOZI…

    @lifeofarjav · 12.8K likes + comments · 6 slides

  6. First slide of a carousel by @chase.h.ai28× usual

    @chase.h.ai · 34.8K likes + comments · 10 slides

A beauty or fashion brand

Fashion & beauty is the hardest niche in our data. Only 17.6% of 460 scored carousels reached 2× their creator’s usual, the lowest of the 13 niches, and the median outlier in the library scored 1.6×, also the lowest. The library holds 148 of them from 21 creators, typically 8 slides long.

Tell the client that before the first report. In this niche, a carousel at 2× their usual is a strong result.

Structures that worked:

  • A specific desire. The two @clay.note.fragrance posts above, both 7 slides.
  • A reaction to someone else’s work. “This girl’s crochet pieces are insane.” (@wegotnotaste, 41.8×, 15 slides).
  • A named style. “Softboy Outfits Ideas” (@classyboy.0, 9.4×, 6 slides).

Fashion & beauty first slides that beat their creator’s usual

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

  • “This girl's crochet pieces are insane.”

    @wegotnotaste · 42× their usual · Showcase
  • “ALMA GEMELU Perfumes I want just for the bottles”

    @clay.note.fragrance · 38× their usual · List
  • “BEAUTYINC FRAGRANCE Tate McRae Launches First Fragrance With Scent Beauty”

    @beautyinc · 20× their usual · News
  • “RACINE — The AI Garden Collection”

    @aluncreative · 14× their usual · List
  • “BOF Why Lilac Is Beauty's New Nude”

    @businessofbeauty · 13× their usual · News
  • “SOFTBOY Outfits Ideas”

    @classyboy.0 · 9.4× their usual · List

A restaurant, café or food brand

Food & cooking sits at the other end. In our sample, 31.1% of 389 food carousels reached 2× their creator’s usual, the highest rate of any niche. The library holds 178 food outliers from 25 creators, with a median score of 2.5× and typically 9 slides.

Structures that worked:

  • A side-by-side comparison. “american chicken european chicken” (@drmarkhyman, 13.6×, 8 slides).
  • A takeaway made at home. “5 high protein takeout copycat meal preps” (@successmealprep, 3.8×, 12 slides).
  • The story behind the ingredients. “how spices got their names” (@etymologynerd, 2.2×, 5 slides).
  • One dish, shown well. The second-highest food outlier is a six-slide list by @organic_arc captioned “The steak Mac & cheese”: 436.9× its usual.

The gap matters for reporting. Nearly one food carousel in three reached 2× in our sample, against about one fashion and beauty carousel in six.

A routine that fits a client week

  1. Monday: read the tracker emails and save two or three references per client, each with a note on what to keep.
  2. Tuesday: pick one structure per client and run Make it your own with the client’s idea.
  3. Send drafts with the reference and its score, so approval is about the idea, not taste.
  4. Once a month: run each client’s account through the Account analyzer and plan a second version of anything that beat 2×.
  5. Report against the client’s own usual, never against another client’s numbers.

Frequently asked questions

Ideas that already beat their creator’s usual in the client’s niche, rewritten around the client’s own expertise. Ratings and comparisons, numbered lists of projects or tips, and customer stories all produced strong outliers in our library. Start from the niche’s top posts sorted by outlier score rather than likes, so smaller accounts count too.

How do social media managers find content ideas for clients?

Searching hashtags or competitors by hand is slow and favours big accounts. A faster route is to keep a folder and a tracker per client, sort the client’s niche by outlier score each week, and rewrite one proven structure around the client’s idea.

Can I analyse a client’s or competitor’s Instagram account?

Yes, if it’s public. The Account analyzer reads any public account’s last 40 carousels and shows which beat that account’s usual likes and comments by 2× or more. It needs at least 7 earlier carousels that are a week old. Free covers 1 account and Pro covers 10 a month.

Reusing a structure is fine; copying a post is not. Keep the skeleton, such as the first-slide pattern, the slide count and the ending, and replace the subject, wording, images and examples with the client’s own. Credit the original creator if the post borrows a specific idea.

Find this week’s ideas for every client

Browse thousands of Instagram carousels that beat their creator’s usual, by niche, format and score, with every slide and a prompt to make one your own. Free to start.

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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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Top Carousels is a library of 4,664 Instagram carousels that beat their creator’s usual likes and comments. Start free.

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