Aubrium vs Virlo: which is better for finding viral reels?
Virlo researches short videos across TikTok, Reels and Shorts, with tools for teams. Aubrium is a library of Instagram reels from accounts your size. Our team tested both hands-on.
Virlo is a research tool for spotting short videos that take off. It watches TikTok, Instagram Reels and YouTube Shorts, and it has a chat assistant that writes scripts. Aubrium does some of the same work, for Instagram only. It's ours.
Both look for the same kind of post: one that reached far more people than its account usually does. That's the useful kind, because it shows an idea that worked on its own.
Where they differ is how much of the work is about Instagram. Virlo spreads across three platforms and is built with teams in mind. Aubrium is a library of Instagram reels, carousels and photos, all from accounts with 1,000 to 100,000 followers.
Our team studied both apps hands-on in October 2026, with the same searches and the same five reels in each. Virlo was one of eight apps we tested for our guide to the best viral reel finders, and this page goes deeper on just the two. If you've already decided to leave Virlo, we've ranked the alternatives too.
For Instagram creators, Aubrium is the better pick. Every reel in it comes from an account with 1,000 to 100,000 followers and reached far more people than that account has followers. Most of the Instagram reels Virlo's research agents collected for us hadn't. Their scripts were close, with Aubrium just ahead. Virlo fits teams who also post on TikTok and Shorts and want alerts.
A searchable library of Instagram reels, carousels and photos that reached far more people than their creators have followers, all from accounts with 1,000 to 100,000 followers.
A chat assistant and research agents that collect short videos on a topic across TikTok, Instagram Reels and YouTube Shorts, with alerts for teams.
What does Virlo do?
Virlo calls itself social listening for short video. It watches what gets posted on TikTok, Instagram Reels and YouTube Shorts, and flags the videos that take off.1
The front door is Vee, a chat assistant. You ask it for videos on a topic, and it searches Virlo's library with dozens of filters, follower range included. It explains why an idea is working right now, and it writes hooks, scripts and captions. In our tests, chatting with Vee didn't use any credits.
Behind Vee sit research agents. You describe a topic in a sentence, or give it up to 20 keywords, and an agent collects matching videos once or on a schedule.3 Each run fills a board with outlier videos, top creators, hashtags and sounds. It also sums up what does better than usual on that topic: the formats, the hooks, even the brands that come up.
“Set it up once. Your agent keeps finding outlier videos in your niche after you close the tab.”
That's also where Virlo's library comes from. It grows from what research agents collect, its users' agents included. So it's deep on topics lots of people research, like beauty and travel, and thinner on narrow ones.
The rest is built for teams. You can track a creator and get an alert when one of their videos breaks out,2 sent to Slack, Discord, email or a webhook.4 A trends page names video formats and shows whether each one is rising or fading. Pro comes with three seats,1 and an MCP server lets AI apps like Claude use Virlo, billed through its pay-as-you-go API.5
Plans are $49 or $199 a month, or $34 and $139 a month billed yearly, and Enterprise starts at $499. They come with 2,000 or 12,000 credits a month, which research runs and tracking spend.1 There's a 7-day free trial.
What does Aubrium do?
Aubrium is a library of Instagram reels and posts that reached far more people than their creator has followers. Every account in it has between 1,000 and 100,000 followers. None is bigger.
That's on purpose. When an account with 3 million followers gets 5 million views, that's a normal day. When an account with 6,000 followers gets 5 million, the idea did the work. That's the reel worth learning from.
There are more than 260,000 posts in it today, from more than 190,000 creators, and the typical reel reached 18 times its creator's followers. Two in five posts come from accounts under 10,000 followers. Our scans have read more than 1.7 million posts to find them, and more than 3,700 arrived in the last week. Each post is filed into every one of the 350+ niches it fits, and it arrives already read: its hook type, its format, whether someone is on camera, and the words when someone speaks.
Around the library sit the tools that turn an idea into your own post. Make my version writes your script, hooks and a caption from any reel. My Rivals watches accounts like yours and flags the reel that's breaking out against that account's usual. You can score your own reels against your niche, and use it all inside ChatGPT and Claude.
It's Instagram only for now. Plans are $49, $99 or $249 a month, and every plan has every tool.7 Browsing, searching and filtering the library don't use Sparks, the credits that come with each plan. There's no trial, but a first plan is refunded in full within 15 days.8
What the category's viral reels have in common, counted across all of them.
Hook type, format, text on screen, talking to camera or not. Every post in the library arrives read, so you can see how it was built before you open it.
How are they different?
They overlap a lot. Both find videos that took off, and both write. The differences are about Instagram, and about who each one is built for.
Where you post
Virlo covers TikTok, Instagram Reels and YouTube Shorts. In the ten niches we checked, Instagram was only 10% to 17% of its videos, and Reels was still marked as a beta. Aubrium is Instagram only: reels, carousels and photos.
Whose reels you see
Every account in Aubrium has 1,000 to 100,000 followers. Virlo's assistant keeps to a follower range when you ask it to. Its research agents don't.
What counts as viral
In Aubrium, every reel reached far more people than its creator has followers. Virlo keeps every video that matches and gives each one a score, so many of its results are everyday posts.
How you search
Aubrium files each post by what it's about, and you filter by niche, country, format and hook type. In Virlo you ask its assistant, which matches your words against an AI summary of each video.
How it reads a reel
Aubrium reads any reel from its link. Virlo can only read a reel that's already in its own library.
Who it's built for
Virlo has alerts, seats and exports for teams. Aubrium is built for one creator and their own accounts.
How we tested them
We didn't stop at each tool's website. Our team studied both apps hands-on in October 2026, using each one the way a creator would.
We ran 149 searches in Virlo for Instagram reels from accounts with 1,000 to 100,000 followers, most viral first, and kept the top 20 results of each. We ran the same keywords on Aubrium's library, ran two of Virlo's research agents, and tried every filter on ten niches. For every result we noted who posted it, how many followers they had, how the reel did and whether it matched what we searched for. For the writing, both tools got the same five viral reels: a face-wash ranking, a tinted sunscreen launch, a pilates class in a parking lot, a run of baking fails and a coffee cart's first quote. AI reviewers, software that reads text and scores it, then marked every script blind, next to six other tools, with one scorecard and no tool names.
Virlo vs Aubrium at a glance
Here's how the two line up on the things creators ask about most. Plans and refunds are from each tool's own site, read on 22 October 2026. The rest is from using both apps in October 2026.
| Feature | Aubrium | Virlo |
|---|---|---|
| Accounts your size | Yes: Only 1,000 to 100,000 followers | Partly: If you ask its assistant for a range |
| Reels that beat their account | Yes: Every one | Partly: Each one scored, and many hadn't |
| Search by topic | Yes: Posts filed into 350+ niches, plus captions and spoken words | Partly: Matches an AI summary of each video |
| Country filter | Yes: Yes | No: A region on 4% of Instagram results |
| Hook type filter | Yes: Yes | No: Not among its filters |
| Filters for likes, shares or saves | No: No | Yes: Yes |
| Carousels and photos | Yes: Yes | No: Instagram reels only |
| Reads a reel from its link | Yes: Any reel | Partly: Only reels already in its library |
| Your own version | Yes: A script, hooks and a caption | Yes: A script, about 6 hooks and a caption |
| Rivals you track | Yes: My Rivals | Yes: Creator tracking, with alerts |
| A trends page | No: No | Yes: Mostly from TikTok |
| Inside ChatGPT or Claude | Yes: Yes | Partly: Through its pay-as-you-go API |
| TikTok and YouTube Shorts | No: Instagram only | Yes: Yes |
| Team seats | No: No | Yes: Three on Pro |
| Trial and refunds | Partly: No trial; a full refund within 15 days of a first plan | Partly: A 7-day trial; no refunds after it |
What we found when we tested both
Features only tell you so much. Here's what happened when we used the two side by side, starting with the question that matters most if your account is still small.
Whose reels do they show you?
When we asked Virlo's assistant for reels from accounts with 1,000 to 100,000 followers, it kept to that range. That's a real plus, though you need to ask for it.
Its other ways in don't hold to a size. The beauty research agent we ran pulled in accounts with millions of followers, big brands among them. And its outlier feed opens on all three platforms: of the first 60 videos in it, 58 were from TikTok and none from Instagram.
In Aubrium, the size is built in. Every account has 1,000 to 100,000 followers, the typical one has 12,816, and two in five posts come from accounts under 10,000.
Every reel here comes from an account with 1,000 to 100,000 followers. When a small account gets millions of views, the idea did the work.
Did the reels really beat their account?
Virlo gives every video a score, and its "outliers only" filter keeps the ones that score 18 or more. But its library holds every video that matches your search, not just the outliers. So a search can return plenty of reels that did no better than usual.
In 28 of our 149 searches, about one in five, the typical reel among the top 20 "most viral" had fewer views than its account has followers. Across the ten niches we checked closely, the typical reel had between 3,700 and 18,000 views.
What we found when we checked the numbers
- Yes: Aubrium: every reel reached far more people than its creator has followers. The typical one reached 18 times its creator's followers
- No: Virlo: 87% of the Instagram reels its beauty research agent collected had fewer views than the account has followers. For pilates, it was 76%
- No: Virlo: in about one search in five, the typical "most viral" reel in the top 20 had fewer views than its account has followers
Aubrium also simply had more of them. On 49 of 60 niche names, Aubrium's library held more viral posts than Virlo found Instagram reels of any kind from accounts the same size.
To be fair to Virlo, its pool is deeper for broad words like skincare and travel. And its Reels outlier feed is genuinely fresh: the 460 reels we scrolled through were all from the past week, and the typical account had 4,361 followers. But it shows every topic at once, and you can't narrow it down. Only 16 of those 460 mentioned a beauty word.
Does the search find what you typed?
Virlo's search is a conversation. You tell its assistant what you want, and it matches your words against an AI summary of each video, not just the caption. That can find videos that never use your word. It can also drift off topic.
A search for "productivity" matched 32,354 reels, and only 1 of the top 20 was about productivity.
Aubrium works the other way round. It files every post into each of its 350+ niches by what the post is about, and its search reads captions and the words spoken in the reel.
Country is part of this too. Virlo knew the region of 4% of its Instagram results, so filtering to the US left between 3 and 36 reels in each niche we tried. Aubrium knows the creator's country for 96% of its posts, across 200 countries, and lets you filter by it. It also holds carousels and photos, and Virlo had no Instagram carousels at all.
Whose scripts are better?
This is where Virlo is strongest. Both tools got the same five reels, along with six other tools that write scripts. Six reviewers, in two rounds of three, scored every script out of 35 without knowing which tool wrote it. Aubrium came first and Virlo second in both rounds, and no reviewer scored Virlo above Aubrium: 29.7 to 29.3 in the second round, and 29.4 to 28.9 in the first. The next tool scored 27.5.
The two were good at different things:
| Out of 5, average of three reviewers | Aubrium | Virlo |
|---|---|---|
| HookWould it stop the scroll? | 4.2 | 3.67 |
| SpecificTrue to this reel | 4.53 | 3.0 |
| FaithfulNothing made up | 4.2 | 4.67 |
| HumanSounds like a person | 4.2 | 4.4 |
| StructureHook, payoff, close | 4.87 | 5.0 |
| LengthFits 30 to 60 seconds | 4.67 | 4.6 |
| FilmableYou could shoot it today | 3.0 | 3.93 |
| Total, out of 35 | 29.7 | 29.3 |
| Caption, scored on its own | 2.8 | 3.73 |
It was the more careful writer. Where it didn't know a number, it left a gap, like $[TOTAL] for the coffee cart's prices, rather than guess. Its scripts were the easiest to film, and its captions scored higher.
Higher marks for sticking to the facts.It kept each reel's own story, the count of shades, the locked studio, the dead sourdough starter. It also wrote far more hooks, 23 a reel to Virlo's 6, and more of them were usable: about 12 a reel to Virlo's 4.
The most "best hook of the reel" picks: 8 of 15, to Virlo's 1.For the sunscreen launch, the reviewers' favourite opener was Aubrium's: "Five shades on one cheek, watch which one disappears."
Part of the gap is how each tool reads a reel. Aubrium read all five from their links. Two of the five weren't in Virlo's library, so it wrote from the topic. The other three were in it but hadn't been read by its AI, so it wrote from the title. When told the creator's niche, it turned the baking reel into a beauty one, and it gave no hooks for the pilates reel.
laugh…
youFound one you love? Turn it into your own script and hooks or a carousel, or swap its text for yours and download it, ready to post.
Which should you pick?
It comes down to where you post, and whether you work alone or in a team.
| If you… | Pick |
|---|---|
| post on Instagramand want ideas from accounts your size | Aubrium |
| want reelsthat really beat their account, without checking each one | Aubrium |
| want to filterby country, format or hook type | Aubrium |
| want a scriptbuilt from the reel itself, with hooks and a caption | Aubrium |
| post the same videoto TikTok and YouTube Shorts | Virlo |
| run a teamthat wants seats and alerts in Slack | Virlo |
| want trendsnamed and tracked, mostly from TikTok | Virlo |
Questions people ask
Is Aubrium better than Virlo?
For Instagram creators, yes, and we make it, so weigh that. In our tests, Aubrium's reels came from accounts your size and every one beat its account, and its scripts scored a little higher in a blind test. If you also post on TikTok and YouTube Shorts, or work in a team, Virlo covers more.
Is Virlo good for Instagram?
It covers Instagram Reels, but in our tests Instagram was its thinnest part. It held no Instagram carousels, it knew the region of 4% of its Instagram results, and most of the Instagram reels its research agents collected had fewer views than the account has followers.
Can Virlo show reels from small accounts?
Yes, if you ask its assistant for a follower range. Its research agents and its outlier feed don't keep to one. Every account in Aubrium has 1,000 to 100,000 followers.
Which is cheaper?
Both start at $49 a month. Virlo is $34 a month billed yearly and runs on credits, and its next plan is $199. Aubrium is monthly only, at $49, $99 or $249, and browsing its library never costs Sparks.
Do they have a free trial?
Virlo has a 7-day free trial, and its refund policy says "After the 7-day trial is complete, no refunds will be issued".6 Aubrium has no trial, but it refunds a first plan in full within 15 days.
Can I use them inside ChatGPT or Claude?
Yes. Aubrium works inside both. Virlo has an MCP server, billed through its pay-as-you-go API.
Do their scripts make things up?
Not often, in our test. Virlo was the more careful of the two: it scored 4.67 out of 5 for sticking to the facts, and Aubrium scored 4.2. Check any number before you say it on camera, whichever tool wrote it.
Read next in Tools & Comparisons
Each of these takes one question from this page further:
- The best tools to find viral reels: all ten tools we compared, ranked.
- The best Virlo alternatives: seven other tools, if you're leaving Virlo.
- Sandcastles vs Virlo: two tools that cover TikTok, Reels and Shorts, side by side.
- Aubrium vs Viral Outliers: three platforms and an API, or Instagram accounts your size.
- The blind test of 8 AI script writers: the full test behind the script scores on this page.
How we did this
Our team studied both apps hands-on in October 2026, using them the way a creator would. We ran 149 searches in Virlo for Instagram reels from accounts with 1,000 to 100,000 followers, most viral first, and saved the top 20 results of each: the account, its followers, the views, the tool's own score and the caption. We ran the same keywords on Aubrium's library, ran two of Virlo's research agents, and tried each filter on ten niches. Where a plan capped a step, we used what it allowed and counted only what it produced.
The five script reels were the same for every tool. Virlo was told the creator's niche, and Aubrium wasn't. The scripts were scored blind by AI reviewers with one scorecard and no tool names, in two rounds of three. Plans, prices and refund terms are from each tool's own site, read on 22 October 2026; virlo.ai sends a shorter page to readers that ask for plain text, so we used the full page a person sees. Aubrium's numbers come from its own database, read on 23 October 2026. Apps change. If something here is out of date, tell us and we'll fix it and move the date. And yes, Aubrium makes this page.
Sources
- Virlo pricingvirlo.ai · Plans, credits, seats, the 7-day trial, platforms. Read 22 October 2026.
- Virlovirlo.ai · Research agents, creator tracking and alerts. Read 22 October 2026.
- Virlo research agentsvirlo.ai · Keywords, one-off or regular runs, what a run returns. Read 22 October 2026.
- About Virlovirlo.ai · Alerts to Slack, Discord, email and webhooks. Read 22 October 2026.
- Virlo MCPvirlo.ai · The MCP server and its pay-as-you-go billing. Read 22 October 2026.
- Virlo refund policyvirlo.ai · No refunds after the trial. Last updated October 2026. Read 22 October 2026.
- Aubrium pricingaubrium.com · Plans and Sparks. Read 22 October 2026.
- Aubrium refund policyaubrium.com · The 15-day refund on a first subscription. Read 22 October 2026.
Changelog
- First version.
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