Benchmark DashboardFrame Data & AI
Data & Analytics · 1.1K followers · LinkedIn benchmark, last 90 days (original)
Momentum vs prior 90 days
Posts
15
-81%Posts/wk
1.2
-80%Avg engagement
36.9
smart avg / post
-10%Momentum
not enough posts
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 2026-08-10 — 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: 12pm–3pm UTC. Timing detail is in the Cadence chart above.
Best performing posts
- 2026-08-05 · Ian Fortney · Event129 eng. (103 likes · 24 comments · 2 shares)
This week Databricks invited Frame Data & AI To their Manufacturing Team's QBR in Austin. That kind of trust at seven months means a lot. Bi…
View post → - 2026-08-10 · Ian Fortney · Hiring / Recruiting56 eng. (44 likes · 11 comments · 1 shares)
An analyst rewrote a client's Snowflake pipeline in Databricks. 210M+ sensor rows, full medallion architecture and AI/BI dashboards across m…
View post → - 2026-08-02 · Scott Fitzharris · Event55 eng. (51 likes · 3 comments · 1 shares)
Sunday reminder - San Antonio friends - see you Wednesday 1:30PM! August 5. Hotel Emma. San Antonio. https://lnkd.in/eStR3hxS The Data + AI …
View post → - 2026-08-03 · Scott Fitzharris · Company Update49 eng. (46 likes · 3 comments · 0 shares)
Houston Restaurant Weeks started this weekend. 350+ restaurants. 38 days. Every meal puts a portion toward the Houston Food Bank. This is wh…
View post → - 2026-07-06 · Ian Fortney · Event44 eng. (41 likes · 3 comments · 0 shares)
We rented a giant Airbnb instead of hotel rooms for DAIS. Best decision we made all week. We even vibe-coded a new accelerator from the livi…
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Worst performing posts — settled posts only (published ≥7 days before the data edge)
- 2026-07-20 · Scott Fitzharris · Industry Insight8 eng. (8 likes · 0 comments · 0 shares)
Come learn alongside Frame Data & AI on how we are working with Anthropic to head into supervised autonomy. Having personally started softwa…
View post → - 2026-07-24 · Raj K. · Event8 eng. (8 likes · 0 comments · 0 shares)
Looking forward to conversations on all the announcements from Databricks Data + AI Summit right here in San Antonio. Please stop by and we …
View post → - 2026-07-07 · Ian Fortney · Industry Insight12 eng. (7 likes · 5 comments · 0 shares)
I sat with an energy finance team that had a working AI model and was quietly running their old spreadsheet right next to it. When leadershi…
View post → - 2026-07-20 · Ian Fortney · Industry Insight23 eng. (14 likes · 6 comments · 3 shares)
Last Wednesday one of our solution architects shipped eight production features in a single afternoon. He made two decisions all day: approv…
View post → - 2026-07-15 · Ian Fortney · Industry Insight24 eng. (15 likes · 9 comments · 0 shares)
We're working with a large upstream operator on cash forecasting, and their model was built off CSV exports that different teams pulled from…
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