All companies

LanceDB

AI Infrastructure · 11.9K followers · LinkedIn benchmark, last 90 days (original)

data through 2026-07-31

Report card vs prior 90 days

Posts

74

+28%

Posts/wk

5.8

+29%

Median eng.

22.5

-20%

Smart avg

39.4

-12%

Total eng.

3.1K

+12%

Baseline vs market

  • Median engagement 22.5 top 67% of 70 tracked companies · top 71% of AI Infrastructure (n=7)
  • Posts per week 5.7 top 36% of 70 tracked companies · top 57% of AI Infrastructure (n=7)
  • Engagement per 1K followers 3.56 top 34% of 70 tracked companies · top 43% of AI Infrastructure (n=7)

What worked

  • Event — smart avg 45.4 across 27 posts (2× typical)
  • Product Update — smart avg 34 across 31 posts (1.5× typical)

Best format: Carousel (smart avg 60.7, 8 posts). Best day: Wednesday. Best time block: 3pm–6pm UTC. Floors: 8+ posts per category, 8+ per timing bucket.

Who carried it

  • 1. Shresth Shukla · Associate Consultant862 engagement over 9 posts (68% of team engagement)
  • 2. Rafa J. · Advisor405 engagement over 5 posts (32% of team engagement)

Top posts

  • 2026-06-09 · Rafa J. · Hiring / Recruiting306 eng. (273 likes · 19 comments · 14 shares)

    Ollama.com 🦙 , the most popular way to access OSS AI models, is building out a GTM team. If you've been waiting to skyrocket your GTM caree

    View post →
  • 2026-05-27 · Company page · Product Update240 eng. (211 likes · 0 comments · 29 shares)

    World model research has three bottlenecks the authors name directly: fragile one-off codebases, slow video data loading, no standardized ge

    View post →
  • 2026-05-10 · Shresth Shukla · Event185 eng. (155 likes · 29 comments · 1 shares)

    with the rise in SLMs and open weight models, where does the long term value of an ai startup actually reside? is it fine tuned weights? dat

    View post →

Summary

  • Posting pace rose 29% vs the prior 90 days (4.5/wk → 5.8/wk).
  • Typical-post engagement fell 20% (median 28 → 22.5).
  • Event posts earned 2× the company's typical post (27 posts).
  • Shresth Shukla drove 68% of team engagement.
  • Median engagement of 22.5 sits in the top 67% of 70 tracked companies.
2026-05-042026-08-02 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology