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Profile Interaction Insights

See who's paying attention

Enter any username and get a ranked list of people who interact the most — likes, comments, tags, and more. AI breaks down every connection.

How It Works ↓

No sign-up to their account needed · Results in under 3 minutes

Interaction RankingAI Connection InsightsActivity PatternsDiscreet Browsing

50K+

Profiles Checked

< 3 min

to Results

94%

Detection Accuracy

How It Works

See the full picture in 3 steps

No passwords. No access to their account. Just a username.

Step 01

Paste a Username

Enter any Instagram handle or profile link. Works with public profiles — you never need to log into anyone’s account.

Step 02

We Scan Everything

Our engine analyzes up to 1,000 followers, recent likes, comments, tagged photos, and shared connections. Takes under 3 minutes.

Step 03

See Who Stands Out

Get a ranked list of the top 15 people who interact the most — each with an AI-generated insight and a confidence score.

Features

Everything you need to see what’s really going on

From interaction rankings to activity patterns — the full picture in one report.

Interaction Scanner

Tracks every like, comment, tag, and mention across up to 1,000 followers. Nothing gets missed — every interaction is logged and weighted.

Recency-First Scoring

What happened last week matters more than last year. Our algorithm prioritizes fresh activity, so you always see what’s current.

AI Connection Insights

AI evaluates each top person and classifies the connection: close circle, regular engager, new interest, or casual viewer. With a confidence score and short explanation.

Activity Patterns

See when someone is most active on the profile. Spot patterns — late-night interactions, daily check-ins, or sudden spikes in attention.

Discreet Story Access

Browse current stories without leaving a trace. HD quality, full-screen view, cached for 24 hours so you can revisit anytime.

Shared Connections

See who follows who back. Mutual connections often reveal the closest ties and the most meaningful relationships.

Deep Dive

What you’ll learn from every report

Each analysis goes deep across multiple layers of interaction.

Scoring

How the Score Works

Every person gets a weighted score: likes (1x), comments (3x), tags (5x), mutual follows (2x). You’ll see exactly why someone ranks where they do.

AI Verdict

What the AI Thinks

Each person in the top 15 gets a label: Close Connection, Regular Engager, New Interest, or Passing Viewer. Plus a short explanation of what signals led to the label.

History

The Timeline

See how someone’s interactions changed over time. Did they suddenly start engaging last week? Or have they been consistent for months? The timeline shows it all.

Signals

Things Worth Noticing

The AI highlights unusual patterns: sudden attention spikes, late-night activity, scrolling through old posts, or one-sided interactions where only one person engages.

Your search stays private

No Traces Left

The profile you check never gets a notification, a follow, or any sign that an analysis happened.

Reports Auto-Delete

All results are wiped after 30 days. We don’t store data longer than you need it.

Encrypted & Secure

Everything is encrypted end-to-end. We don’t share or sell any data. Ever.

Use Cases

What is it for?

🔍

Curiosity

See who’s most interested in a profile. Sometimes the patterns are surprising.

🕊

Peace of Mind

Not sure what’s going on? A clear report can put questions to rest — or confirm what you already felt.

📊

Profile Growth

Understand who your most loyal followers are. Know your audience better than your analytics dashboard shows.

📑

Research

Analyze engagement patterns across any public profile. Useful for competitive analysis, influencer vetting, or audience research.

Reviews

What people are saying

The ranking was spot on. It surfaced connections I hadn’t even considered. The confidence scores make it feel really reliable.

SM
Sarah M.
Feb 2026

Got my report in 2 minutes. The AI insights were weirdly accurate — it described connection types better than I could myself.

AK
Alex K.
Jan 2026

The activity pattern feature is eye-opening. You can see exactly when and how often someone interacts. Very telling.

ML
Mike L.
Mar 2026

Clean, fast, no hassle. I just pasted a username and got a full picture. The timeline view is especially useful.

JR
James R.
Mar 2026

Used it to understand engagement on a few profiles for work. The shared connections analysis revealed a lot about audience overlap.

DP
Diana P.
Feb 2026

Worth it. The signals section flagged some patterns I would have never noticed manually.

TW
Tina W.
Jan 2026
FAQ

Questions

Will they know I checked?

No. The analysis is completely invisible. We don’t follow, like, or interact with the profile in any way. Zero traces.

How accurate is it?

Our detection rate is 94% for identifying the most active accounts around a profile. AI classifications are based on multiple signals and improve continuously.

Does it work with private accounts?

Partially. We can analyze mutual connections and any public interactions. For full reports, the profile needs to be public.

How fast are the results?

Most reports are ready in under 3 minutes. Larger profiles with more followers may take slightly longer.

What does discreet browsing mean?

You can view current stories and content from any public profile without them receiving any notification or view count from you.

What’s in the free version?

You get free credits on sign-up — enough to run your first full analysis. No credit card required to start.

Curiosity is free

Paste a username. Get the full picture in under 3 minutes. No credit card, no sign-up to their account.

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