LanceDB

Report card vs prior 30 days

Baseline vs market

• Median engagement 16 — top 75% of 48 tracked companies · top 67% of AI Infrastructure (n=6)
• Posts per week 4.5 — top 58% of 48 tracked companies · top 83% of AI Infrastructure (n=6)
• Engagement per 1K followers 2.04 — top 33% of 48 tracked companies · top 50% of AI Infrastructure (n=6)

What worked

• Product Update — smart avg 22.2 across 10 posts (1.4× typical)

Best format: Image (smart avg 23, 12 posts). Best time block: 3pm–6pm UTC. Floors: 8+ posts per category, 8+ per timing bucket.

Who carried it

• 1. Shresth Shukla · Associate Consultant — 158 engagement over 3 posts (88% of team engagement)
• 2. Rafa J. · Advisor — 21 engagement over 2 posts (12% of team engagement)

Top-person dependency: 88% of team engagement rides on one poster.

Top posts

• 2026-07-18 · Shresth Shukla · Event104 eng. (86 likes · 16 comments · 2 shares)

  we did our first ai paper discussion event last Saturday in Delhi. few takeaways that stayed : - enterprises equally care about cost optimiz…

  View post →
• 2026-07-15 · Company page · Product Update66 eng. (54 likes · 6 comments · 6 shares)

  Lance now opens a 65K column table in 17 milliseconds. It used to take 17s. That's 1,032x faster 🚀 Wide tables are no longer a cold start p…

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• 2026-07-27 · Company page · Customer Highlight41 eng. (33 likes · 1 comments · 7 shares)

  7 days for model training down to 1. 95% GPU utilization. 100K+ QPS. ByteDance's Volcano Engine rebuilt its AI stack on Lance, from multimod…

  View post →

Summary

• Posting pace fell 25% vs the prior 30 days (6.3/wk → 4.7/wk).
• Typical-post engagement fell 38% (median 26 → 16).
• Product Update posts earned 1.4× the company's typical post (10 posts).
• Shresth Shukla drove 88% of team engagement — a single-poster dependency worth watching.
• Median engagement of 16 sits in the top 75% of 48 tracked companies.