Imagine AI
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LanceDB

AI Infrastructure · 12.3K followers · LinkedIn benchmark, last 90 days (original)

data through 2026-09-10
Excluding from this report:Company page reset

Momentum vs prior 90 days

Posts

11

-27%

Posts/wk

0.9

-25%

Avg engagement

58.8

smart avg / post

-36%

Momentum

+90%

2nd half of window vs 1st

2026-07-02 → 2026-09-30 · Benchmark by Imagine AI · methodology at benchmark.imagineai.me/dashboard/methodology

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 week — 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.

Company page posts — not counted in this reportExcluded — undo

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

Event65.16 posts · low n
Personal Story61.71 post · low n
Industry Insight55.92 posts · low n
Hiring / Recruiting55.62 posts · low n

By format

Carousel70.23 posts · low n
Image61.71 post · low n
Video58.61 post · low n
Text Only50.86 posts · low n

Timing detail is in the Cadence chart above.

Best performing posts

  • 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…

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  • 2026-08-21 · Shresth Shukla · Event115 eng. (110 likes · 4 comments · 1 shares)

    hosted two AI conversations in Delhi recently, one around how models learn and memorize, and another around how we work with AI. We hosted t…

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  • 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…

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  • 2026-09-03 · Shresth Shukla · Personal Story96 eng. (87 likes · 9 comments · 0 shares)

    bit late to post but August marked my 3rd year at EY. some updates from the last 12 months ig : - worked on Microsoft Fabric earlier this ye…

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  • 2026-07-29 · Shresth Shukla · Event33 eng. (30 likes · 3 comments · 0 shares)

    "working theories" is such a cool name for such discussions :) we are doing this in Delhi folks. see you all there after independence (day) …

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Worst performing posts — settled posts only (published ≥7 days before the data edge)

  • 2026-07-31 · Rafa J. · Industry Insight14 eng. (12 likes · 1 comments · 1 shares)

    Does anyone have specific questions they ask candidates (or tests they run), who are interviewing for a remote role, which will reveal wheth…

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  • 2026-08-17 · Rafa J. · Industry Insight16 eng. (10 likes · 5 comments · 1 shares)

    Running a sales mindset enablement session soon and curious of what people think of this intro: Don't sell anything. Your job is not to sell…

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  • 2026-07-09 · Rafa J. · Hiring / Recruiting17 eng. (15 likes · 1 comments · 1 shares)

    You: "I wish I was one of the first 30 hires at Anthropic before it blew up... " Me: "Here's your second chance: https://lnkd.in/gmKCfQRN"

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  • 2026-09-02 · Shresth Shukla · Event31 eng. (27 likes · 4 comments · 0 shares)

    Most agent memory systems don't fail at retrieval. Embeddings work, vector search works. They fail because nobody's answered two questions: …

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  • 2026-07-10 · Shresth Shukla · Event33 eng. (33 likes · 0 comments · 0 shares)

    i do not expect many people to join tomorrow but this post is to bring together folks in delhi ncr who are interested in an ai paper discuss…

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