Mary L Trump engagement report
@MaryLTrump - 1.6M followers on X
Measured over 32 original posts from a 30-day window, last computed on October 25, 2026.
Engagement
A typical post picks up 423 interactions against 1.6M followers, an engagement rate of 0.026%. Measured over 32 original posts, its engagement rate beats 48% 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 25K times each, and 1.68% of those impressions turn into an interaction. That is about 1.53% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.1 post a day over the last 30 days, with activity on roughly 63% of days. Most posts go out around 20:00 UTC, and Friday is the busiest day of the week. Of the 32 posts sampled, 100% carry an image or video. The account's strongest tracked post pulled 28K interactions, about 66x its own typical post. Recurring topics include #ai, #kenpaxton, #petehegseth.
Measured over 32 original posts from a 30-day window, last computed on October 25, 2026. Recurring tags: #ai, #kenpaxton, #petehegseth.
Compared with accounts its own size
Mary L Trump's engagement rate beats 48% of the tracked X accounts closest to it in follower count (20,444 accounts, accounts of similar size (decile 10 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 62% 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 0.026%, Mary L Trump sits above the 25th percentile of the 205,048 accounts in this comparison. That places it in the below the median band, which runs 0.024% to 0.143%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.004% |
| 25th percentile | 0.024% |
| 50th percentile | 0.143% |
| 75th percentile | 0.678% |
| 90th percentile | 2.55% |
| 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 20:00 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 | 100% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 0% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | -8% | -9% to -7% | 41K |
- 100% 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.
- 0% 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 47 characters, which falls in the under 80 characters band. Across the catalog, posts under 80 characters run 8% 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
- Aug 24, 202666x their median
Unlike Donald Trump, Canada has been loyal to the United States for decades. Elbows up, friends. 🇨🇦
- Aug 19, 202664x their median
To the media: The woman running for Senate in South Carolina is Darline Nordone. If elected, she will help pass the SAVE Act, which means she won't be able to vote because her married name--Nordone--won't match the name on her birth certificate, which is Graham.
- Jul 25, 202664x their median
Thanks to the White House Correspondents Association for allowing this man, who has done more harm to American journalism than any other president, to continue spreading his lies and propaganda. https://t.co/aUr6H4gRHy
- Aug 1, 202650x their median
The Secretary of State is claiming it's the Attorney General's job to advance the president's agenda. That's terrifying.
- Sep 17, 202642x their median
This is exactly what everybody should have been saying to Donald's face, publicly and privately, since 2015, because he can't handle being told the truth about himself--that he is an unaccomplished, failed loser. https://t.co/IMMxKhXRmD
- Sep 6, 202640x their median
Donald is decompensating in real time--just look at the insanity he's posted on social media today. By refusing to invoke the 25th Amendment, Republicans prove once again that they are willing to ignore the Constitution to protect him at our expense. https://t.co/7ijabblwxh
- Aug 3, 202636x their median
If you're lucky, you'll find somebody to look at you the way Donald Trump looks at himself. https://t.co/mKxP3kCbJM
- Aug 18, 202632x their median
Darline Graham Nordone is asking for six years as South Carolina’s senator — during wartime — yet has the gall to tell voters “national security isn’t my thing.” South Carolina deserves better. https://t.co/icT0oSCF0k
- Jul 31, 202627x their median
I often say that Donald will always get worse. Fun fact: so will his poll numbers.
- Sep 21, 202624x their median
Paradise. https://t.co/RDAeUv4bgk
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 423 interactions against 1.6M followers, an engagement rate of 0.026%. Measured over 32 original posts, its engagement rate beats 48% 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 25K times each, and 1.68% of those impressions turn into an interaction. That is about 1.53% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 1.1 post a day over the last 30 days, with activity on roughly 63% of days. Most posts go out around 20:00 UTC, and Friday is the busiest day of the week. Of the 32 posts sampled, 100% carry an image or video. The account's strongest tracked post pulled 28K interactions, about 66x its own typical post. Recurring topics include #ai, #kenpaxton, #petehegseth.
- What is Mary L Trump's engagement rate on X?
- Mary L Trump (@MaryLTrump) has an engagement rate of 0.026%, based on the median interactions across 32 original posts from the last 30 days against 1,649,750 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.026%, Mary L Trump sits above the 25th percentile of the 205,048 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 @MaryLTrump have real engagement?
- Its engagement rate beats 48% 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 @MaryLTrump post?
- Most posts go out around 20:00 UTC, and Friday is its busiest day, at roughly 1.07 posts per day across the measured window.