INSTAGRAM CREATOR RESEARCH EXTENSION
Research Instagram creators without scrolling through hundreds of posts.
Rank Kiwi analyzes any public creator's Instagram Reels, calculates their median performance baseline, and instantly ranks posts by Outlier Score so you can study the hooks that actually outperformed the algorithm.
Rank Kiwi is a lightweight browser extension that scans a creator's public Instagram library (25, 50, or 100 posts). Instead of showing you an endless reverse-chronological feed, it calculates the creator's true median view count and generates a relative Outlier Score (e.g. 5.4× typical views) for every Reel. You immediately see which topics, hooks, and formats broke through audience fatigue without manually recording a single spreadsheet cell.
Why analyze another creator's content?
Native Instagram feeds are optimized to keep you consuming entertainment, not conducting strategic research. When studying niche leaders or competitors, standard scrolling creates blind spots.
Isolate Proven Formats
Identify the exact narrative angles, on-screen text hooks, and editing rhythms that generated 3× to 10× more reach than the creator's standard uploads.
Eliminate Follower Bias
A 100,000-view Reel on an account with 2 million followers is normal baseline reach. The same 100,000 views on a creator with 15,000 followers is a massive viral anomaly. Rank Kiwi benchmarks relatively.
Build Swipe Files in Seconds
Export full video URLs, verified play counts, captions, and outlier multipliers directly to CSV or paste seamlessly into your team's Notion editorial database.
How Rank Kiwi Instagram Analysis Works
From creator profile to ranked outlier dataset in under 30 seconds.
Open any public profile
Navigate to instagram.com/[creator]/reels/ in Google Chrome. Rank Kiwi automatically detects the creator handle and displays an in-page floating research controller.
- Works on creator & business accounts
- Zero account login or permissions requested
Rank Kiwi detects the active creator profile and prompts for sample depth.
Extract clean public metrics
Choose an analysis depth of 25, 50, or 100 posts. Rank Kiwi rapidly scans visible DOM elements, extracting view counts, likes, comments, and captions while computing the creator's true non-skewed median.
Real-time progress counter displaying collected items and median calculations.
Surface breakout content immediately
Sort by Outlier Score. Posts with performance multiples of 3.0×, 5.0×, or 10.0× are automatically highlighted. Click any card to inspect full hook copy, play duration, engagement rates, or download the original MP4 video.
Ranked grid displaying green Outlier Score multiplier pills and view comparisons.
Supported Instagram Content & Metrics
Rank Kiwi only reads verified data publicly exposed in Instagram's active interface. We never fabricate missing numbers.
Transparent Platform Limitations
Rank Kiwi is an ethical, client-side research tool that reads publicly rendered DOM elements. It is not an unofficial API wrapper:
- Hidden Metrics: If a creator toggles "Hide like and view counts" on an individual post, Instagram omits those numbers from public HTML. Rank Kiwi displays these as
Hiddenrather than guessing. - Private Profiles: Rank Kiwi cannot scan private, blocked, or age-restricted accounts.
- Single Post Permalinks: You cannot calculate an Outlier Score on a standalone post permalink because establishing a median baseline requires a creator library sample.
Read more in our comprehensive Instagram Technical Limitations Guide →
Frequently Asked Questions
Everything you need to know about analyzing Instagram creator content with Rank Kiwi.
What Instagram content can Rank Kiwi analyze?
Rank Kiwi is optimized for creator profile pages, specifically the /reels/ tab. On Reels, Instagram publishes public view counts, making it possible to calculate non-skewed median baselines and Outlier Scores.
Do I need to log into Rank Kiwi with my Instagram password?
Never. Rank Kiwi does not require your password, personal account credentials, or cookies. It runs locally inside Google Chrome's secure client sandbox, reading only the content publicly visible on your active tab.
Can Rank Kiwi analyze private Instagram profiles?
No. Rank Kiwi respects platform privacy settings and cannot access private, invite-only, or age-gated profiles.
What is the difference between sorting by Views and Outlier Score?
Sorting by Views shows raw popularity, which often reflects account age and follower volume. Sorting by Outlier Score divides each post's views by the creator's median benchmark, surfacing the creative concepts that genuinely broke out regardless of channel size.
Can I export my Instagram research to a spreadsheet?
Yes. Rank Kiwi supports one-click exports to CSV, structured JSON payloads, and direct clipboard copying for immediate pasting into Google Sheets, Notion databases, or Microsoft Excel.
Does studying viral outliers guarantee my posts will go viral?
No. Rank Kiwi is a research and benchmarking tool, not an algorithmic prediction engine. It helps you identify which hooks, pacing structures, and formats resonated unusually well so you can ethically test similar editorial frameworks.
Ready to stop scrolling and start researching?
Install Rank Kiwi in 10 seconds. Open any Instagram creator profile and uncover their highest-performing Reels immediately.
Add to Chrome — It's Free