Understand someone's interests
A friend, an influencer, a competitor — the posts they like reveal what they actually care about.
Public like activity is still visible on public Instagram posts. Clarvio surfaces this public engagement data as clean analytics — no Instagram login required.
Strictly limited to publicly accessible Instagram data. Clarvio never accesses, retrieves, or processes anything from private accounts.
Type any public Instagram username above.
We surface posts the account has publicly liked.
Reels, photos, carousels — all the liked posts in one clean view. Nothing recorded on their end.
Likes are still one of the cleanest signals of intent — here's what people use them for.
A friend, an influencer, a competitor — the posts they like reveal what they actually care about.
Look up the public likers on a specific post for transparency or social listening.
Spot which content types and creators are pulling the most engagement, fast.
Read public like trends and engagement signals without manual scrolling — clean analytics, no login.
Four common reasons people open a likes viewer — see which one fits you.
Get a clean read of any public account's liked posts and reels — no manual scrolling through their grid.
Watching trends, researching a public creator, or analyzing taste signals — visible likes reveal what content actually grabs attention.
Pull public engagement signals on who liked a post for case studies, content briefs, or competitive write-ups.
Watch how someone's recent likes shift week by week — useful for spotting taste changes and brand sentiment.
Built for clean reads of public engagement, not for snooping.
View public likers on any reel, photo, or carousel without opening Instagram.
Check Instagram likes by user and browse their visible interactions across recent posts.
Find out which post formats and topics earn the most likes — useful for content planning.
Clean public-like analytics with no Instagram login required. Public data only.
Everything you need to know about seeing Instagram likes
Read public like activity without manual scrolling. Built for content creators, brand teams, and engagement researchers analyzing publicly available data.
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