Imagine AI
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MongoDB

Dev Tools & Infrastructure · 938.5K followers · LinkedIn benchmark, last 12 months (original)

data through 2026-08-25
Excluding from this report:Company page reset

Momentum vs prior 12 months

Posts

255

+54%

Posts/wk

4.9

+53%

Avg engagement

36.6

smart avg / post

+21%

Momentum

+41%

2nd half of window vs 1st

2025-09-30 → 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 month — green gaining, red losing

Category mix

Cadence

Average engagement by day posted (Pacific time)

Team contribution

Team data through 2026-05-14 — 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 (13+ posts per category, 13+ per format) — too few posts to trust the average.

By category

Personal Story57.621 posts
Event50.648 posts
Industry Insight31.8138 posts
Meme / Humor2931 posts
Hiring / Recruiting49.46 posts · low n
Customer Highlight44.31 post · low n
Celebratory Announcement43.82 posts · low n
Product Update42.68 posts · low n

By format

Image42.3106 posts
Video42.328 posts
Document36.513 posts
Text Only30.3100 posts
Carousel52.68 posts · low n

Best day: Wednesday. Best time block: 12am–3am UTC. Timing detail is in the Cadence chart above.

Best performing posts

  • 2025-10-22 · Pete Johnson · Industry Insight1.6K eng. (1.3K likes · 120 comments · 190 shares)

    It appears that ChatGPT Atlas is storing functional, unencrypted oAuth tokens in a SQLite database with 644 file permissions. I am hardly a …

    View post →
  • 2025-10-27 · Crystal Tang · Hiring / Recruiting472 eng. (415 likes · 34 comments · 23 shares)

    I'm hiring my first Ventures Intern! If you have a technical background and are passionate about ventures and startups, I'd love to meet you…

    View post →
  • 2026-02-19 · Pete Johnson · Industry Insight271 eng. (244 likes · 23 comments · 4 shares)

    OpenAI is closing a $100 billion funding round. But look at who's writing the checks: Amazon ($50B), SoftBank ($30B), Nvidia ($20B), Microso…

    View post →
  • 2026-03-16 · Pete Johnson · Industry Insight234 eng. (210 likes · 21 comments · 3 shares)

    Jensen Huang spent 90+ minutes on the GTC stage today talking to 30,000+ people, but one slide revealed his real audience: a handful of hype…

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  • 2026-02-24 · Pete Johnson · Personal Story233 eng. (195 likes · 38 comments · 0 shares)

    I open a lot of keynotes & customer meetings with this picture, which was taken 44 years ago today on my 12th birthday. The best technology …

    View post →

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

  • 2025-10-19 · Pete Johnson · Industry Insight0 eng. (0 likes · 0 comments · 0 shares)

    ICYMI or like a longer written form, here are some free Substack thoughts on ChatGPT Apps potential impact on user experience . . . https://…

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  • 2025-10-16 · Pete Johnson · Industry Insight1 eng. (1 likes · 0 comments · 0 shares)

    The accuracy of the prior version of this diagram lasted less than 2 hours, thanks to today's news. Here's the Jordan Novet's reporting of t…

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  • 2025-11-17 · Pete Johnson · Industry Insight1 eng. (1 likes · 0 comments · 0 shares)

    Apoorva does a great job with this series . . .

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  • 2025-12-11 · Pete Johnson · Meme / Humor1 eng. (1 likes · 0 comments · 0 shares)

    Apologies to my NFL fan friends, I fell behind while on vacation and at re:Invent. FWIW, both agents like the Bucs straight tonight

    View post →
  • 2025-12-30 · Pete Johnson · Industry Insight1 eng. (1 likes · 0 comments · 0 shares)

    Combining techniques continues to yield better results than one technique alone: ELO Agent: 7-9 (43.8%) Betting Agent: 9-7 (56.3%) Claude Co…

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