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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

Middle of its size range
Per follower
0.031%
of 192K followers
Per impression
0.555%
11K views on a typical post
Reach
5.63%
of its followers see a post
Typical post
60
interactions (median)
Saved
0.037%
4 bookmarks on a typical post
Posting rate
2.6/day
active 73% of days
Peak time
13:00 UTC
Tuesday

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%.

p100.004%
p250.024%
p50 (median)0.142%
p750.672%
p902.54%
p9982.4%
Engagement rate as a share of followers, across the 201,787 accounts we have scanned enough to measure. The axis is logarithmic, because the top and bottom of this population are about 22,901 times apart and a linear axis would flatten everything below the median into a single point.
Show the percentile table
Engagement rate percentiles
PercentileEngagement rate
10th percentile0.004%
25th percentile0.024%
50th percentile0.142%
75th percentile0.672%
90th percentile2.54%
99th percentile82.4%

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.

Engagement by hour posted, UTCTwenty-four bars, one per UTC hour. Each bar shows how posts published in that hour compare with their own authors' median engagement. Bars above the centre line ran higher than the median, bars below ran lower. A marker flags Busiest hour: 13:00 UTC.
0003060912151821
Above the authors' own mediansBelowScale: plus or minus 111%Busiest hour: 13:00 UTC
Show engagement by hour posted, utc as a table
Engagement by hour posted, UTC
Hour (UTC)Vs author medianPosts
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 UTC0%116K
22:00 UTC-2%100K
23:00 UTC-1%90K
Engagement by day of weekSeven bars, one per weekday, Sunday first. Each bar shows how posts published on that day compare with their own authors' median engagement. Bars above the centre line ran higher than the median, bars below ran lower. A marker flags Busiest day: Tuesday.
SunMonTueWedThuFriSat
Above the authors' own mediansBelowScale: plus or minus 111%Busiest day: Tuesday
Show engagement by day of week as a table
Engagement by day of week
DayVs author medianPosts
Sunday+5%393K
Monday+1%483K
Tuesday-2%520K
Wednesday-3%472K
Thursday-2%430K
Friday-3%447K
Saturday+2%393K
See what moves engagement across the whole catalogWhat counts as a good engagement rate at this size

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.

This account's posting mix compared with catalog-wide effects
FormatThis accountCatalog effect95% intervalAccounts behind it
Image or video59% of posts+111%+108% to +115%34K
Outbound link6% 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

    353K56K9.2K16K240M viewsView on X
  • Oct 4, 2026175x their median

    Repealing the income tax is better than giving out $5,000 checks

    9.5K7212364487K viewsView on X
  • Sep 8, 202649x their median

    JUST IN: New research finds "biodegradable" paper cups shed 12x more microplastics than plastic cups

    2.6K243813491K viewsView on X
  • 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

    2.2K338331085K viewsView on X
  • Sep 22, 202628x their median

    Minnesota Attorney General Keith Ellison calls his opponent's supporters "bigots and racists" https://t.co/ZvNOWCvmXr

    801330434106266K viewsView on X
  • 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

    75203231817K viewsView on X
  • 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.

    17564221046K viewsView on X
  • 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

    177300320K viewsView on X
  • 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

    1052561380K viewsView on X
  • Sep 27, 20262.2x their median

    Hookup culture is the fast food of sex. Biblical marriage is the 5 star steakhouse.

    11471218.3K viewsView on X

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

#liberalismisamentaldisorder

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.

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