Benchmark DashboardLanceDB
AI Infrastructure · 12.3K followers · LinkedIn benchmark, last 12 months (original)
Momentum vs prior 12 months
Posts
56
+2%Posts/wk
1.1
0%Avg engagement
53.7
smart avg / post
+78%Momentum
+126%
2nd half of window vs 1st
Engagement trend
Posting volume (bars) vs average engagement per post (line) — team only, original posts
Momentum over time
Change in average engagement per post vs the previous month — green gaining, red losing
Category mix
Cadence
Average engagement by day posted (Pacific time)
Team contribution
Team data through 2026-09-07 — employee scrapes lag this window; low numbers here mean stale data, not a quiet team.
What drives engagement
Smart avg engagement per post across every post in this window. Gray rows at the bottom are under the sample floor (8+ posts per category, 8+ per format) — too few posts to trust the average.
By category
By format
Best day: Sunday. Best time block: 3pm–6pm UTC. Timing detail is in the Cadence chart above.
Best performing 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 → - 2026-03-29 · Shresth Shukla · Event250 eng. (234 likes · 14 comments · 2 shares)
we hosted one of our most engaging events last saturday. we brought doctors, product builders and investors under one roof. while things wer…
View post → - 2026-08-19 · Shresth Shukla · Event195 eng. (169 likes · 22 comments · 4 shares)
Verification matters more than generation now that code writes itself. Judgement has overtaken output as the scarce skill. Agent evals are q…
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 → - 2026-06-14 · Shresth Shukla · Event152 eng. (141 likes · 3 comments · 8 shares)
some questions might not be relevant right now, but will somehow impact the future policies around AI. we discussed a few domains where AI w…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2025-10-22 · Rafa J. · Product Update4 eng. (4 likes · 0 comments · 0 shares)
Pretty cool (real human made) art AI search project my coworkers built. Check it out!
View post → - 2025-12-06 · Sean M. · Industry Insight9 eng. (9 likes · 0 comments · 0 shares)
Probably a decade ago I heard the observation that "Netflix needs to become HBO before HBO can become Netflix", and it's lived rent-free in …
View post → - 2026-01-25 · Shresth Shukla · Event10 eng. (10 likes · 0 comments · 0 shares)
all about security of ai agents and ai applications :)
View post → - 2026-02-07 · Shresth Shukla · Industry Insight10 eng. (10 likes · 0 comments · 0 shares)
last month, I was experimenting with data agent in microsoft fabric and spent some time playing around and documenting everything. if you ar…
View post → - 2025-09-30 · Shresth Shukla · Industry Insight12 eng. (12 likes · 0 comments · 0 shares)
Continuing my discussion on using LLMs for data cleaning tasks. I tried AI functions in Microsoft Fabric for data cleaning and have written …
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