Jeff Cavanaugh engagement report
@timeforjeffrey - 110K followers on X
Measured over 22 original posts from a 30-day window, last computed on October 11, 2026.
Engagement
A typical post picks up 359 interactions against 110K followers, an engagement rate of 0.327%. Measured over 22 original posts, its engagement rate beats 72% of 20,444 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 18K times each, and 1.97% of those impressions turn into an interaction. That is about 16.7% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.9 posts a day over the last 30 days, though only 20% of days saw any activity at all. Most posts go out around 02:00 UTC, and Friday is the busiest day of the week. Of the 22 posts sampled, 18% carry an image or video and 32% are part of a thread. The account's strongest tracked post pulled 1.6K interactions, about 4.6x its own typical post. Recurring topics include #dallascowboys, #goti.
Measured over 22 original posts from a 30-day window, last computed on October 11, 2026. Recurring tags: #dallascowboys, #goti.
Compared with accounts its own size
Jeff Cavanaugh's engagement rate beats 72% of the tracked X accounts closest to it in follower count (20,444 accounts, accounts of similar size (decile 7 of 10)). A percentile is spread evenly by construction, so 50 really is the middle of that group and 90 really is its top tenth.
On engagement per impression rather than per follower it beats 60% of the same group. When those two numbers disagree, the gap is about how far its posts travel rather than how people react to them.
Where this sits in the catalog
At 0.327%, Jeff Cavanaugh sits above the 50th percentile of the 205,676 accounts in this comparison. That places it in the above the median band, which runs 0.143% to 0.679%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.004% |
| 25th percentile | 0.024% |
| 50th percentile | 0.143% |
| 75th percentile | 0.679% |
| 90th percentile | 2.56% |
| 99th percentile | 82.4% |
This ruler is the whole measured catalog, not a size-matched group: it shows where the raw rate falls across every account we can measure, all of which are large. For a like-for-like comparison, read the size-band percentile above instead. See how the bands are built
Posting timing
This account posts most often around 02:00 UTC, and Friday is its busiest day of the week. The bars below are the catalog-wide pattern, with this account's own busiest slot marked. They do not show how this account performs at each hour: we keep one aggregate per account, not one per hour, so that measurement does not exist in our data.
Show engagement by hour posted, utc as a table
| Hour (UTC) | Vs author median | Posts |
|---|---|---|
| 00:00 UTC | -1% | 89K |
| 01:00 UTC | -2% | 90K |
| 02:00 UTC | -3% | 88K |
| 03:00 UTC | -4% | 94K |
| 04:00 UTC | -5% | 76K |
| 05:00 UTC | -4% | 75K |
| 06:00 UTC | -5% | 86K |
| 07:00 UTC | -5% | 93K |
| 08:00 UTC | -4% | 108K |
| 09:00 UTC | -4% | 124K |
| 10:00 UTC | -3% | 129K |
| 11:00 UTC | -3% | 141K |
| 12:00 UTC | -3% | 154K |
| 13:00 UTC | -3% | 167K |
| 14:00 UTC | -4% | 173K |
| 15:00 UTC | -2% | 176K |
| 16:00 UTC | -3% | 171K |
| 17:00 UTC | -3% | 159K |
| 18:00 UTC | -2% | 149K |
| 19:00 UTC | -2% | 141K |
| 20:00 UTC | -1% | 131K |
| 21:00 UTC | 0% | 116K |
| 22:00 UTC | -2% | 100K |
| 23:00 UTC | -1% | 90K |
Show engagement by day of week as a table
| Day | Vs author median | Posts |
|---|---|---|
| Sunday | +5% | 393K |
| Monday | +1% | 483K |
| Tuesday | -2% | 520K |
| Wednesday | -3% | 472K |
| Thursday | -2% | 430K |
| Friday | -3% | 447K |
| Saturday | +2% | 393K |
Formats this account uses
Its own posting mix on the left, and what each of those formats does across every account we track on the right. Only formats where the effect clears our publish test appear here, so an empty row is a format we could not measure rather than one that does nothing.
| Format | This account | Catalog effect | 95% interval | Accounts behind it |
|---|---|---|---|---|
| Image or video | 18% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 5% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | -3% | -3% to -2% | 54K |
- 18% of this account's sampled posts carry an image or video. Across the catalog, posts with an image or video run 111% above the same accounts' other posts.
- 5% of its posts carry a link off X. Across the catalog, posts with an outbound link run 41% below the same accounts' other posts.
- Its average post runs 108 characters, which falls in the 80 - 180 characters band. Across the catalog, posts of 80 to 180 characters run 3% below the same accounts' other posts.
These are catalog-wide differences applied to this account's own posting mix, not a measurement of how each format performs for this account specifically. We keep one median per account, not one per format per account, so the second thing is not something this data can tell you.
Best tweets
- Oct 5, 20264.6x their median
Offensive vs. Defensive efficiency Through week 4 (so far) https://t.co/4hA97anqLS
- Oct 9, 20264.1x their median
2 INTs right in pass catchers faces
- Oct 9, 20263.1x their median
Quinnen's got two gaps no problem and then turned around and saw no one else on his entire team was doing anything on that big run. That's gotta feel good.
- Oct 9, 20262.7x their median
(every tweet today about small potential fixes will be yelled at and that's ok) Malachi Lawrence should get more snaps. He's your.....best pass rusher I think. James Houston should probably be active. And someone else should not. I'll let you guess.
- Oct 9, 20261.8x their median
I've joked about Ezeriuaku getting foot touches instead of sacks......but every tackle attempt of his seems like there's just no way he's gonna get someone to the ground.
- Oct 6, 20261.6x their median
Who are the realistic names to help the Cowboys pass rush? Khalil Mack and whomst?
- Oct 9, 20261.6x their median
How about a 21 yard wide open stop route for a first down
- Oct 9, 2026
whew boy. Hard to draw up optimism with where your defense needs to get to when you can't cover or rush the passer. I dunno guys.
- Oct 5, 2026
The Dallas Cowboys current 3.39 points per drive would be the 2nd best number over the course of a season in modern football. Shoutout Randy Moss. SF has an even bigger number so far this year, but fun acronyms may actually be accurate. #GOTI
- Oct 9, 2026
what a disaster
Ranked by total interactions across everything we have tracked for this account, which is a longer history than the 30-day window the rates above use. The multiple compares each post to this account's own median.
Recurring topics
The most frequent hashtags in the sampled posts. They describe what this account writes about; they are not a performance signal, and the catalog-wide breakdown on the hub shows how little hashtag count moves.
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Reading these numbers
A typical post picks up 359 interactions against 110K followers, an engagement rate of 0.327%. Measured over 22 original posts, its engagement rate beats 72% of 20,444 tracked accounts of a similar size, which puts it in the middle of its size range rather than at either end. Posts are seen about 18K times each, and 1.97% of those impressions turn into an interaction. That is about 16.7% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.9 posts a day over the last 30 days, though only 20% of days saw any activity at all. Most posts go out around 02:00 UTC, and Friday is the busiest day of the week. Of the 22 posts sampled, 18% carry an image or video and 32% are part of a thread. The account's strongest tracked post pulled 1.6K interactions, about 4.6x its own typical post. Recurring topics include #dallascowboys, #goti.
- What is Jeff Cavanaugh's engagement rate on X?
- Jeff Cavanaugh (@timeforjeffrey) has an engagement rate of 0.327%, based on the median interactions across 22 original posts from the last 30 days against 109,648 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.327%, Jeff Cavanaugh sits above the 50th percentile of the 205,676 accounts in this comparison. Those comparison accounts are all large ones, because our scanning cadence is weighted towards big accounts, so this is a ranking among peers of similar scale rather than a ranking across X.
- Does @timeforjeffrey have real engagement?
- Its engagement rate beats 72% of the tracked X accounts closest to it in follower count (20,444 accounts), which puts it in the middle of its size range group. Ranking inside a size band matters because engagement rate falls as accounts grow, so a raw rate would mostly re-measure the follower count. It is a starting point for a look at follower quality, not a verdict on it.
- When does @timeforjeffrey post?
- Most posts go out around 02:00 UTC, and Friday is its busiest day, at roughly 1.9 posts per day across the measured window.