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CLUSTER INSTAGRAM-WITHOUT-DATA · 23 ENTRIES · EARLIEST ENTRY 2025-09-12

Instagram follower analytics tools

This cluster consists of tools that analyze Instagram follower and following data to detect unfollows, non-mutual follows, and relationship changes, operating as web apps, browser extensions, desktop apps, or mobile apps, with a focus on local data processing and privacy. Prior to index start, six dated entries appear across 2025 and 2026, with three consecutive months in mid-2025, then a gap, followed by single entries in January, April, and July 2026, indicating sporadic early activity. Traction leaders by activity signal are lens and takipci-analiz (2 stars each), with SithAssembly-SithInsta at 1 star.

Entry timeline

ENTRY TIMELINE

JAN 2020: 1JUL 2025: 1AUG 2025: 1SEP 2025: 1JAN 2026: 1MAR 2026: 1APR 2026: 1JUL 2026: 1AUG 2026: 5SEP 2026: 7OCT 2026: 3
JAN 2020OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 3 ai-built · 17 unlabelled

Operator · 9 hobby · 2 indie · 1 open source · 8 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01takipci-analiz2★28 dayslivehobbyAndroid app that monitors Instagram followers and lists who unfollowed or does not follow back, without requiring an account.
  2. 02lens2★1 moliveWeb app that reads an Instagram data export locally and visualizes follower relationships and account statistics.
  3. 03unfollow-studio2★6 daysliveLocal-first Instagram tool that helps users see non-followers and manage unfollowing from a private browser interface.
  4. 04SithAssembly-SithInsta1★14 days—hobbyLocal-first intelligence workbench for mapping Instagram accounts, relationships, timelines, and behavioral signals to support social-media investigations.
  5. 05whoback1★22 days—hobbyBrowser extension that analyzes Instagram followers and following to show who does not follow back, with new follower and unfollower tracking, storing all data locally.
  6. 06Glint4★1 mo—Mac app that offers quieter Instagram updates and notifications for keeping up with feeds without distraction.
  7. 07instagram-private-graph0★25 days—hobbyDesktop application that maps follower and following lists of private Instagram accounts to reveal hidden interaction patterns and generate evidence reports for investigations.
  8. 08IFollowBack0★24 days—hobbyMobile app that compares Instagram follower and following lists from exported data to reveal non-mutual follows.
  9. 09maryam0★18 daysliveWeb app that displays public Instagram profile information through a server-side proxy without requiring login credentials.
  10. 10insta-peek0★8 days—hobbyTool that lets users view Instagram profiles and stories anonymously without requiring login or account credentials.
  11. 11savenojutsu0★3 days—indieWeb app that analyzes Instagram saved-posts exports and presents an explorable library of topics, creators, formats, and save patterns.
  12. 12CreatorLog0★16 days—ai-builthobbyAndroid app that tracks Instagram song posts, content ideas, and paid promotions for content creators, with reminders and backup.
  13. 13radar-ext0★1 mo—hobbyChrome extension that tracks Instagram follow activity by comparing follower and following snapshots, revealing new, gained, lost, and unfollowed accounts locally in browser.
  14. 14Minnen: Friends & Followers0★2 moliveMobile app that analyzes a user's Instagram archive to reveal closest friends, unfollowers, and non-followers, keeping all data on-device.
  15. 15UntrackMe0★5 moliveopen sourceApp that transforms YouTube, Twitter, and Instagram links to use privacy-respecting alternative frontends.
  16. 16social-metrics-20d6283f0★5 mo—Instagram multi-account tracker with reel analytics, trend detection, and DM-based bookmarking.
  17. 17InstaRadar0★9 mostaleliveai-builtWeb platform that tracks Instagram profile activity, allows anonymous story viewing, downloads content, and finds contact emails for social media accounts.
  18. 18follower-scan0★9 mostaleliveindieWeb app that analyzes Instagram follower data entirely in-browser to detect blocks and unfollows without uploading personal data.
  19. 19insta-hunt-withakashagrawal-7d2bae230★1 yrabandoned—ai-builtWeb tool that searches Instagram profiles to help users discover accounts matching specific criteria or interests.
  20. 20instagram-scrapper0★1 yrabandoned—hobbyWeb tool that scrapes public Instagram profile data, including bios, followers, and posts, for analytics.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.