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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.

  1. 01
    PLAYBOOK
    CASE 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 · 2026-04-22
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  2. 02
    ALGORITHM
    ALGORITHM · 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 · 2026-04-15
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  3. 03
    SECURITY
    SECURITY · 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 · 2026-04-12
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  4. 04
    ENGAGEMENT
    PACING · 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 · 2026-04-08
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  5. 05
    COMPARISON
    QUALITY · 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 · 2026-04-05
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  6. 06
    PLAYBOOK
    BENCHMARKS · 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 · 2026-04-02
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