Benchmark DashboardDataFactZ
Data & Analytics · 9.2K followers · LinkedIn benchmark, last 90 days (original)
Momentum vs prior 90 days
Posts
17
+240%Posts/wk
1.3
+225%Avg engagement
9.8
smart avg / post
+32%Momentum
-55%
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 week — green gaining, red losing
Category mix
Cadence
Average engagement by day posted (Pacific time)
Team contribution
Team data through 2026-08-11 — 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 time block: 6pm–9pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2026-07-07 · Satya Vuddagiri · Product Update43 eng. (40 likes · 0 comments · 3 shares)
Grid/Table/Matrix visual is arguably the most-used visual in any BI platform. And yet, the most common question we hear from business users …
View post → - 2026-06-19 · Sathish Mailagani · Hiring / Recruiting31 eng. (7 likes · 24 comments · 0 shares)
🚀 Attention Bench Sales Recruiters & Vendors! 🚀 I am updating my distribution list for daily C2C requirements coming straight from our Dir…
View post → - 2026-06-15 · Durga S · Hiring / Recruiting13 eng. (9 likes · 4 comments · 0 shares)
We’re Hiring JOB ROLE: Full-stack Developer (React, Django, Next.js, FastAPI) — (50% travel required to Detroit, MI) Location: Detroit, MI T…
View post → - 2026-07-08 · Durga S · Hiring / Recruiting12 eng. (12 likes · 0 comments · 0 shares)
We’re Hiring Role: AI Engineer with AWS Location: Remote (Travel uptown 50%) Duration: 12+ months Only W2 NO C2C Please share updated resume…
View post → - 2026-07-07 · Sathish Mailagani · Hiring / Recruiting12 eng. (8 likes · 4 comments · 0 shares)
We are hiring for the position of AI Engineer (AWS) with a focus on AI, RAG, and LLM implementation, specifically utilizing AWS services. Th…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2026-05-30 · Sathish Mailagani · Hiring / Recruiting1 eng. (1 likes · 0 comments · 0 shares)
Hiring: Senior Full-Stack Engineer (Next.js/Python) Interested individuals are encouraged to send their updated resumes to sathish.mailagani…
View post → - 2026-06-15 · Sathish Mailagani · Hiring / Recruiting3 eng. (3 likes · 0 comments · 0 shares)
🚀 We’re Hiring: Full-stack Developer (React, Django, Next.js, FastAPI) :: 50% travel required 🚀 JOB ROLE: Full-stack Developer (React, Dja…
View post → - 2026-08-03 · Sathish Mailagani · Hiring / Recruiting3 eng. (3 likes · 0 comments · 0 shares)
#C2CHiring 🚀 Hiring: Python Full-Stack Developer :: Only Locals to McLean, VA 🚀 We are actively looking for an experienced Senior Python D…
View post → - 2026-06-20 · Sathish Mailagani · Hiring / Recruiting4 eng. (4 likes · 0 comments · 0 shares)
🚀 We Are Hiring: Senior Full Stack Developer (React & Python Focus) We are seeking a Full Stack Developer who excels in creating sleek, int…
View post → - 2026-08-03 · Sathish Mailagani · Hiring / Recruiting4 eng. (4 likes · 0 comments · 0 shares)
📍Hiring: Azure DevOps / Cloud Platform Engineer (On-Site - Northville, MI) We are looking for an experienced Azure DevOps / Cloud Platform …
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