What is a good likes-to-followers ratio on Instagram?

A rough rule of thumb is 1% to 3% for a typical account, but this varies with size. Smaller accounts often exceed it while very large accounts sit below it. Comparing an account to same-size competitors beats any single benchmark.

How do you calculate like rate on Instagram?

Take the average likes across an account's recent posts, divide by the follower count, and multiply by 100. Using the last 10 to 15 posts smooths out one-off viral hits.

Can you see like rate if the account hid its like counts?

When a creator hides public like counts the number is harder to read by hand. Statly reads the publicly available engagement data on Reels and reports like rate where that data is visible.

Is a high like rate always good?

Usually, but not always. On Reels a high like rate often reflects reach to non-followers, which is healthy. Very high like rates paired with low comment rates can indicate purchased engagement, so viewing like rate and comment rate together is smarter.

How to Find Viral AI-Generated Videos on Instagram, TikTok, and YouTube

By the Statly team · September 30, 2026 · 12 minutes

The short answer

The fastest way to find viral AI-generated videos is to track relevant public accounts across Instagram, TikTok, and YouTube, then rank each video against its own account baseline. This separates genuine breakouts from videos that only look large because the creator already has a huge audience.

What counts as an AI-generated video?

AI-generated content can include synthetic presenters, voiceovers, images, animation, scripts, captions, editing, or a combination of these. Do not assume that every polished or faceless video uses AI. Study the visible creative pattern and confirm what the creator actually discloses.

A practical discovery workflow

1. Define a narrow research question

Start with a market, audience, or format: AI productivity tutorials, AI fashion videos, synthetic news explainers, or AI tools for ecommerce. Narrow questions produce better results than searching for “viral AI videos.”

2. Build a cross-platform account set

Track direct competitors, adjacent creators, smaller specialists, and format leaders. Include accounts with a similar audience—not just the biggest accounts. Save the platform, handle, niche, product, and posting frequency.

3. Use account-relative outliers

Compare each video with the account’s median views:

outlier score = video views / account median views

A 4× video on a small account may contain a more transferable idea than a 1.2× video from a celebrity creator. Statly helps surface these breakouts across public Instagram, TikTok, and YouTube accounts.

4. Tag the creative, not just the topic

Record the opening promise, visual style, voice, proof, duration, caption, and call to action. The topic “AI tools” is broad; “screen-recorded workflow with a before-and-after result” is a testable format.

Signals that make AI videos travel

A clear result appears in the first seconds.
The viewer can understand the use case without specialist knowledge.
The video shows evidence instead of making a vague “AI will change everything” claim.
The format is easy to send, save, or recreate with original material.
The creator makes synthetic elements feel useful rather than novel for novelty’s sake.

How to turn an outlier into an original brief

Write a brief with five parts: audience problem, promise, proof, format, and next action. Keep the insight but change the example, wording, visuals, and point of view. Research should reveal demand—not encourage cloning.

Frequently asked questions

Can I find viral AI videos without creator analytics?

Yes. Public views, likes, comments, dates, and account context are enough to identify useful outliers. Private retention and revenue data are not available, so treat public research as directional.

Should I search one platform or all three?

Use all three when the audience overlaps. A format that breaks out on TikTok may need a different opening on Instagram or YouTube Shorts.

How does Statly help?

Statly scans public short-form accounts, compares videos with each account’s normal performance, and helps you find viral posts worth studying without logging into the creator’s account.

Final takeaway

Find viral AI videos by combining a focused account set, account-relative performance, and creative tagging. The goal is not to copy a viral post; it is to identify a repeatable audience promise and make a better original version.

Turn competitor research into a repeatable workflow

Statly helps creators and teams review public short-form video performance, compare accounts, and spot posts that outperform their usual baseline.

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