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Viral AI Carousels: Lists, Prompts and 521 Instagram Outliers
AI carousels reached 3× their creator’s usual more often than average (17.3% against 14.9%). What 521 outliers show about lists, covers and slide count.
AI carousels don’t break out more often than other carousels, but when they do, they go further. In our sample, 49.3% of 1,254 scored AI & tech carousels beat their creator’s usual, exactly the overall rate, yet 17.3% reached 3×, against 14.9% across all 9,923.
The library holds 521 AI & tech outliers from 67 creators, with a median score of 2.2×. Most are lists, most run about 7 slides, and their covers tend to promise something you can count.
Same hit rate, bigger hits
Here’s how the 1,254 scored AI & tech carousels did against their creators’ usual:
- Beat it at all: 49.3% (overall 49.3%)
- Reached 2×: 25.8% (overall 23.8%)
- Reached 3×: 17.3% (overall 14.9%)
- Median score: 0.9× (overall 0.9×)
At 1× there’s no gap. At 2× it’s two points, and at 3× it’s 2.4. So the typical AI post does no better than any other, but the ones that work tend to work by a wider margin.
The outliers show it too. The median AI & tech outlier in our library scored 2.2× its creator’s usual, level with personal finance as the second highest of our 13 niches. Only food & cooking is higher, at 2.5×.
As with all our base rates, the sample is a mix of tracked creators rather than all of Instagram, and a correlation is not a cause.
The biggest AI outliers
- 326.7×: @smrt.cc, 90,319 likes and comments, 8 slides, list. First slide: “100 CHATGPT CODE”.
- 65.9×: @awakpenn, 40,574 likes and comments, 11 slides, list. Caption: “9 free YouTube courses to master skills in 2026.”
- 57.5×: @olli.rasmussen, 4,772 likes and comments, 5 slides, list. First slide: “3 AI automations Nobody Is Selling But Will Boom in 2026”.
- 52.6×: @a16z, 195,510 likes and comments, 10 slides, story. Caption: “Roblox turns 20 today.”
- 50.4×: @albert.olgaard, 24,175 likes and comments, 7 slides, how-to. The caption asks readers to comment “TEAM” for the link.
- 41.8×: @lifeofarjav, 12,755 likes and comments, 6 slides, how-to. The cover pitches a step-by-step setup for using Claude as a business coach, built on Alex Hormozi’s $100M Offers.
The top post is recent: @smrt.cc published it on 27 September, and it’s one of this month’s biggest outliers across every niche. On an account that usually gets about 280 likes and comments, it got 90,319.
Raw numbers would rank these very differently. @olli.rasmussen’s 4,772 likes and comments is a small figure next to @a16z’s 195,510, yet the scores are close: 57.5× against 52.6×, because each is measured against its own creator.
Why are most AI carousel outliers lists?
From our AI & tech carousel ideas page, the most common formats among the niche’s outliers:
- List: 315 outliers, median 2.1×
- How-to: 105 outliers, median 2.2×
- Opinion: 43 outliers, median 1.9×
- Story: 32 outliers, median 1.9×
- Case study: 16 outliers, median 3.6×
Lists are 60% of AI outliers, against 48% in content creation and 41% in psychology. Our data can’t say why, but the subject fits the shape: tools, prompts, courses and automations come in countable sets, and a list is easy to save and come back to. Across all scored carousels, lists reached 2× their creator’s usual 25.4% of the time, a little above the 23.8% average. The AI & tech list carousels page collects them; our list carousel examples show the structure across niches.
Case studies have the highest median, 3.6×, but 16 posts is too few to call a pattern. One of them, “FROM COMMODITY TO LUXURY The AI Experience” (@aluncreative, 13.1×, 13,604 likes and comments), ran to 15 slides.
Reference posts are rarer still. @smrt.cc’s “Old photo restoration prompt” scored 12.5× as a 10-slide reference carousel. Across the library, reference is the smallest format (52 outliers) but has the highest median score, 3.2×. Our reference carousel examples show what they look like.
Covers that count something
Six of the eight AI first slides featured on our niche page contain a number, and three tie the promise to a year:
“3 AI automations Nobody Is Selling But Will Boom in 2026” — @olli.rasmussen, 57.5×
“5 projects that will make you a PRO at using AI 23 yr old tech founder” — @genzbestie, 24.9×, 31,003 likes and comments, 7-slide list
“Top 7 prompts 2026” — @mindshft.ai, 14.8×, 20,608 likes and comments, 9-slide list
“Become an AI Engineer by 2027” — @andrewcodesmith, 14.1×, 46,250 likes and comments, 8-slide how-to
The count tells the reader how much they’re getting; the year says it’s current. In our sample of 5,442 transcribed first slides, those with a number reached 2× their creator’s usual 24.1% of the time, against 21.1% without one. In our hook patterns, this is the number plus a specific promise.
The niche’s top outlier breaks the averages, though. “100 CHATGPT CODE” is three words in capitals. Across the same 5,442 first slides, those of five words or fewer reached 2× less often (19.7%) than those of 6–10 words (25.6%), and mostly-capital first slides beat their creator’s usual less often than normal-case ones (44.3% against 49.3%). Its caption promises AI edits to photos people already have (lighting, background, colour), so the cover only names the count and the tool.
Seven slides, tightly grouped
AI & tech outliers typically use 7 slides, and they cluster more than in other niches we’ve looked at:
- 2–5 slides: 11%
- 6–8 slides: 53%
- 9–12 slides: 31%
- 13–20 slides: 5%
That’s shorter than the band that did best in the wider data. In our full sample, carousels with 11–15 slides reached 2× their creator’s usual most often (27.7%), against 23.3% for 6–7 slides.
The exceptions are worth a look. @awakpenn’s course list ran 11 slides and scored 65.9×. @olli.rasmussen scored 57.5× with 5 slides and 22.9× with 14, a rating of AI tools against their promises: “AI Tools: Hype vs Reality (make money with AI edition)”, 2,263 likes and comments. And “KUMON Disney CHANNEL Minecraft YouTube CLUB PENGUIN LEGO How it started” (@allenvert, 19.7×, 33,139 likes and comments) is a story told in 2 slides, and 2–3 slide carousels reached 2× only 17.3% of the time across our sample. Length seems to follow what there is to say. For the full breakdown, see how many slides a carousel should have.
The comment-for-a-link caption
Four of the nine AI outliers featured in our niche data (the top six plus the best first slides) ask readers to comment a word to get something: @olli.rasmussen (“FREE”), @albert.olgaard (“TEAM”), @lifeofarjav (“GIFT”) and @mindshft.ai (“TOP”). In the same data for content creation and psychology, it’s one post each.
Treat that with care. Our score counts likes plus comments, so a post that asks for a comment collects extra comments by design. It shows up often in AI posts, and it lifts the number it’s measured by.
AI carousel ideas you can make this week
Every idea below reuses a structure that already worked in this niche. What goes inside it should come from tools you’ve used and results you’ve seen.
- A small numbered set for one audience. Structure: @olli.rasmussen’s 5-slide list: a count, a category and a year on the cover. Pick three automations or workflows for one type of business you know, one per slide, with what each saves.
- One prompt, many results. Structure: @smrt.cc’s 8-slide list, with a three-word cover. Take one task your audience does, such as product photos or meeting notes, and give each slide a prompt and the result it produced. Only show outputs you made.
- Weekend projects for beginners. Structure: @genzbestie’s 7-slide list, with the creator’s credentials on the cover. Give five projects someone could finish in a weekend, each slide saying what to build and what it teaches.
- Promise against result. Structure: @olli.rasmussen’s 14-slide rating of AI tools. Test each tool on the same task and give each one a slide with a plain verdict. It’s the “vs” pattern, one comparison per slide.
- A milestone story. Structure: @a16z’s 10-slide story, captioned “Roblox turns 20 today.” When a product or company in your field reaches a milestone, tell its history one moment per slide.
AI & tech carousels to remix
Frequently asked questions
What AI topics work best for Instagram carousels?
Numbered sets of automations, prompts, projects or courses lead this niche in our library. Outliers include “3 AI automations Nobody Is Selling But Will Boom in 2026” (@olli.rasmussen, 57.5×) and “Top 7 prompts 2026” (@mindshft.ai, 14.8×). Pick a count, a specific audience and a payoff, and build it from what you’ve tested yourself.
Which format works best for AI and tech carousels?
List, by volume: 315 of 521 AI & tech outliers (60%), median 2.1×. How-to is second (105, median 2.2×). Case studies have the highest median, 3.6×, but there are only 16 of them, too few to call a pattern.
How many slides should an AI carousel have?
Most AI & tech outliers use 7 slides, and 53% use 6–8. Across our 9,923 scored carousels, 11–15 slides reached 2× their creator’s usual most often (27.7%), and longer AI posts can work: @awakpenn’s 11-slide list scored 65.9×.
Are AI carousels more likely to go viral?
Not more often, but further. Of 1,254 scored AI & tech carousels, 49.3% beat their creator’s usual, the same as overall, while 17.3% reached 3×, against 14.9% overall. The median AI outlier in our library scored 2.2×, joint second highest of 13 niches.