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Dev Tools & Infrastructure · 11.6K followers · LinkedIn benchmark, all time (reposts)

data ends 2026-04-21

Report card — all time

Posts

42

Posts/wk

0.8

Median eng.

2.5

Smart avg

2.6

Total eng.

109

Baseline vs market

  • Median engagement 2.5 bottom 6% of 33 tracked companies · bottom 20% of Dev Tools & Infrastructure (n=5)
  • Posts per week 0.4 bottom 36% of 33 tracked companies · bottom 20% of Dev Tools & Infrastructure (n=5)
  • Engagement per 1K followers 0.22 bottom 6% of 32 tracked companies · bottom 40% of Dev Tools & Infrastructure (n=5)

Summary

  • Sameel A. drove 100% of team engagement — a single-poster dependency worth watching.
  • Median engagement of 2.5 sits in the bottom 6% of 33 tracked companies.
2025-08-052026-08-04 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology

Engagement trend

Posting volume (bars) vs average engagement per post (line) — page + team, original posts

Category mix

Cadence

Average engagement by day posted (Pacific time)

Team contribution

Team data through 2025-09-17 — employee scrapes lag this window; low numbers here mean stale data, not a quiet team.

What worked

  • Industry Insight — smart avg 2.7 across 11 posts (1.1× typical)
  • Personal Story — smart avg 2.6 across 17 posts (1.1× typical)

Best format: Text only (smart avg 2.6, 42 posts). Best day: Wednesday. Best time block: 3pm–6pm UTC. Floors: 8+ posts per category, 8+ per timing bucket.

Top posts

  • 2025-09-10 · Sameel A. · Personal Story6 eng. (6 likes · 0 comments · 0 shares)
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  • 2025-08-07 · Sameel A. · Personal Story6 eng. (6 likes · 0 comments · 0 shares)
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  • 2025-09-12 · Sameel A. · Industry Insight5 eng. (5 likes · 0 comments · 0 shares)
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  • 2025-09-04 · Sameel A. · Personal Story5 eng. (4 likes · 1 comments · 0 shares)
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  • 2025-08-18 · Sameel A. · Industry Insight5 eng. (5 likes · 0 comments · 0 shares)
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