BUYLIKE.
JOURNAL
The deep notes from our growth analysts, security engineers, and customer researchers. Not 800-word SEO filler — original benchmarks, real case studies, reproducible methods.
- 01PLAYBOOKCASE STUDY · 30 DAYS · 10 min read
30 days of Instagram auto-likes on a fresh account: full daily numbers
We took a 412-follower micro account, ran a 30-day auto-likes plan, published every daily reach/likes/saves number, and stopped when the trend was clear. Here is the entire log.
Noor Hasanzade · 2026-04-22READ - 02ALGORITHMALGORITHM · 2026 EDITION · 13 min read
Instagram’s 2026 algorithm: which signals auto likes actually move (and which they don’t)
A signal-by-signal map of what Instagram’s ranking system measures in 2026, plus exactly which of those signals an auto-like plan touches. Built from public Mosseri statements, Meta Research papers, and our own dispatch data.
Ada Karan · 2026-04-15READ - 03SECURITYSECURITY · DEEP DIVE · 11 min read
No-password Instagram auto likes: how it actually works (and why every other site asks anyway)
A full technical breakdown of how password-free auto-likes are built, what the real account risks are when a service requests your Instagram login, and the four red flags that mean you should walk away.
Marco Pérez · 2026-04-12READ - 04ENGAGEMENTPACING · DEEP DIVE · 9 min read
Drip-feed vs instant Instagram likes: the actual math, with curves
Why instant-burst delivery underperforms drip-feed by a measurable margin in 2026, illustrated with the ‘engagement residual’ model we use internally to score every plan we ship.
Ada Karan · 2026-04-08READ - 05COMPARISONQUALITY · CHECKLIST · 8 min read
Real vs bot Instagram likes: 7 markers you can check yourself in 4 minutes
An auditable, reproducible checklist for scoring the quality of your incoming likes. Use it on a paid plan, on organic likes, on competitor accounts — the markers don’t lie.
Noor Hasanzade · 2026-04-05READ - 06PLAYBOOKBENCHMARKS · 2026 · 8 min read
Instagram engagement rate in 2026: real benchmarks by tier and content type
Updated 2026 ER benchmarks across nano, micro, mid-tier, macro and mega creators, broken down by Reels vs static feed, plus an honest formula and a calculator.
Noor Hasanzade · 2026-04-02READ