Madison Gesiotto Gilbert engagement report
@madisongesiotto - 192K followers on X
Measured over 17 original posts from a 30-day window, last computed on October 11, 2026.
Engagement
A typical post picks up 60 interactions against 192K followers, an engagement rate of 0.031%. Measured over 17 original posts, its engagement rate beats 39% of 19,932 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 11K times each, and 0.555% of those impressions turn into an interaction. That is about 5.63% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 2.6 posts a day over the last 30 days, with activity on roughly 73% of days. Most posts go out around 13:00 UTC, and Tuesday is the busiest day of the week. Of the 17 posts sampled, 59% carry an image or video, 6% are part of a thread and 6% link out. The account's strongest tracked post pulled 434K interactions, about 5786x its own typical post.
Measured over 17 original posts from a 30-day window, last computed on October 11, 2026. Recurring tag: #liberalismisamentaldisorder.
Compared with accounts its own size
Madison Gesiotto Gilbert's engagement rate beats 39% of the tracked X accounts closest to it in follower count (19,932 accounts, accounts of similar size (decile 9 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 29% 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 0.031%, Madison Gesiotto Gilbert sits above the 25th percentile of the 201,787 accounts in this comparison. That places it in the below the median band, which runs 0.024% to 0.142%.
Show the percentile table
| Percentile | Engagement rate |
|---|---|
| 10th percentile | 0.004% |
| 25th percentile | 0.024% |
| 50th percentile | 0.142% |
| 75th percentile | 0.672% |
| 90th percentile | 2.54% |
| 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 13:00 UTC, and Tuesday 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 | 59% of posts | +111% | +108% to +115% | 34K |
| Outbound link | 6% of posts | -41% | -42% to -40% | 32K |
| Typical length | - | no effect | -2% to -1% | 42K |
- 59% 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.
- 6% 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 234 characters, which falls in the 180 - 280 characters band. Across the catalog, posts of 180 to 280 characters match the same accounts' other posts almost exactly.
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
- Jan 12, 20265786x their median
https://t.co/7l7Jef99QZ
- Oct 4, 2026175x their median
Repealing the income tax is better than giving out $5,000 checks
- Sep 8, 202649x their median
JUST IN: New research finds "biodegradable" paper cups shed 12x more microplastics than plastic cups
- Sep 24, 202642x their median
NEW: The Trump administration is reportedly eyeing Secretary Scott Bessent for AI Czar. He’s been negotiating with China, blocking Big Tech’s liability free pass, and fighting to keep America ahead, so giving him the title just makes it official. This is huge! https://t.co/S5KWv1z9Z0
- Sep 22, 202628x their median
Minnesota Attorney General Keith Ellison calls his opponent's supporters "bigots and racists" https://t.co/ZvNOWCvmXr
- Sep 10, 20267.3x their median
Minnesota deserves a People’s Lawyer. I stand up to the powerful, hold corporations accountable, protect our freedoms, and fight every day for working people and our communities. These are the priorities guiding my work today—and the fight ahead. Read more → https://t.co/cfiEr3iiOw
- Sep 30, 20264.5x their median
Rep. Marie Gluesenkamp Perez says expanding health care access and lowering costs is a “top priority.” But the Washington Democrat does not provide health coverage to her campaign staffers, and a former mechanic at the auto shop she co-owns with her husband says the business didn’t offer health coverage either, @ethanrbarton reports.
- Sep 14, 20263.5x their median
New from 60 Minutes: the Pentagon just declassified the rescue footage of Bravo, the F-15 backseater sdown over Iran with a broken back. Bravo spent two days on a 7,000-foot ridgeline with Iranian forces hunting him. When Air Force PJs arrived on the mountain to rescue him, what did Bravo say when they got there? “Let’s go.” Epic. Darn proud to be an American. https://t.co/baBLF0xnWO
- Sep 10, 20262.5x their median
NEW: Our Hospital Price Transparency Compliance Report reveals that over 80% of hospitals don’t post actual dollars-and-cents prices for most of their items and services. 🧵 https://t.co/3cgwYgXvhq
- Sep 27, 20262.2x their median
Hookup culture is the fast food of sex. Biblical marriage is the 5 star steakhouse.
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 60 interactions against 192K followers, an engagement rate of 0.031%. Measured over 17 original posts, its engagement rate beats 39% of 19,932 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 11K times each, and 0.555% of those impressions turn into an interaction. That is about 5.63% of the follower count, which is the gap between an audience on paper and an audience in a timeline. Posting runs at about 2.6 posts a day over the last 30 days, with activity on roughly 73% of days. Most posts go out around 13:00 UTC, and Tuesday is the busiest day of the week. Of the 17 posts sampled, 59% carry an image or video, 6% are part of a thread and 6% link out. The account's strongest tracked post pulled 434K interactions, about 5786x its own typical post.
- What is Madison Gesiotto Gilbert's engagement rate on X?
- Madison Gesiotto Gilbert (@madisongesiotto) has an engagement rate of 0.031%, based on the median interactions across 17 original posts from the last 30 days against 191,814 followers. Replies, reposts and quote-posts of other people are excluded from that sample.
- Is that a good engagement rate?
- At 0.031%, Madison Gesiotto Gilbert sits above the 25th percentile of the 201,787 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 @madisongesiotto have real engagement?
- Its engagement rate beats 39% of the tracked X accounts closest to it in follower count (19,932 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 @madisongesiotto post?
- Most posts go out around 13:00 UTC, and Tuesday is its busiest day, at roughly 2.6 posts per day across the measured window.