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Data study

Reddit AMAs by the numbers: how many, who answers, what busy threads share

This is an analysis of almost all r/IAmA posts from 2009 through September 2026, excluding posts marked “NSFW” or posted by bots, pinned posts, and moderator posts.

By , KissMyPost ResearchPublished Data through September 20267 min read

In 2025, r/IAmA, the person hosting an AMA responded in 81.0% of threads where there were other commenters, or 298 of 368 threads. Note that this is a restricted sample of AMAs that survived the subreddit’s moderation process, and does not include all submissions sent to the subreddit.

Check your own subreddit

See when your subreddit is most active, what gets posts removed and who writes there.

How many Reddit AMAs have there been?

To find out, I collected all non-nsfw posts to r/IAmA since 2009, along with every comment underneath them. This includes site-wide posts with “ama” in the title, but not all of these are actually AMAs. Many r/IAmA posts get removed, so I also kept track of which ones are still around.

How many posts r/IAmA gets each yearPosts submitted to r/IAmA and posts still visible, per year, 2009 to 2025
Posts submitted to r/IAmA and posts still visible, per year, 2009 to 2025Submitted: in 2009, 13,957; in 2010, 30,543; in 2011, 79,475; in 2012, 77,207; in 2013, 55,438; in 2014, 36,692; in 2015, 33,718; in 2016, 27,478; in 2017, 22,867; in 2018, 13,813; in 2019, 13,477; in 2020, 12,344; in 2021, 7,454; in 2022, 6,361; in 2023, 6,072; in 2024, 3,813; in 2025, 3,597. Still visible in 2025: 649.20,00040,00060,00080,00020092013201720212025Removal flags start201979,4752009: 13,957 posts submitted2010: 30,543 posts submitted2011: 79,475 posts submitted2012: 77,207 posts submitted2013: 55,438 posts submitted2014: 36,692 posts submitted2015: 33,718 posts submitted2016: 27,478 posts submitted2017: 22,867 posts submitted2018: 13,813 posts submitted2019: 13,477 posts submitted2020: 12,344 posts submitted2021: 7,454 posts submitted2022: 6,361 posts submitted2023: 6,072 posts submitted2024: 3,813 posts submitted2025: 3,597 posts submitted2009: 13,957 posts still visible2010: 30,543 posts still visible2011: 79,475 posts still visible2012: 77,207 posts still visible2013: 55,438 posts still visible2014: 36,692 posts still visible2015: 33,718 posts still visible2016: 27,478 posts still visible2017: 22,867 posts still visible2018: 13,813 posts still visible2019: 11,834 posts still visible2020: 1,496 posts still visible2021: 1,449 posts still visible2022: 884 posts still visible2023: 1,120 posts still visible2024: 464 posts still visible2025: 649 posts still visibleSubmittedStill visible

Source: KissMyPost analysis of public Reddit posts in r/IAmA; known bots, pinned posts, moderator posts and NSFW posts excluded; 446,286 posts from 2009 through September 2026, the partial year not drawn.

The data shows that for every full year since 2011, there have been fewer posts than the year before. Through the end of September, 2026 has seen 1,980 posts so far.

The gap between those two lines is not really worth overinterpreting; before 2019, I don’t have records of removed posts, so all posts are included in the “visible” count. But starting with 2020, most posts disappear. In 2025, for instance, only 649 out of 3,597 are still up.

How often does the host answer in the comments?

Usually true. Among visible r/IAmA posts from 2025 where there’s a commenter other than the poster, the poster responded at least once in 81.0% of cases (298 of 368), with a 95% confidence interval of 76.7% to 84.7%.

This is a lenient test; it counts any comment made by the post’s own author, so it’s not necessarily clear that the host actually answered the question asked.

In practice, hosts usually show up pretty soon: in 2025 threads, the first host comment came within an hour of the original post, about 55.4% of the time.

“…could become America’s next national parks. AMA”r/IAmA, October 2026, the host’s reply is marked OP; usernames hidden
An r/IAmA thread titled as an AMA, with a question from a reader and a reply marked OP; usernames hidden

Screenshot of reddit.com, captured Nov 15, 2026

Here’s the same share for each year, along with a variant that includes removed posts as well.

How often the host commentedShare of r/IAmA posts with a comment from someone else where the poster also commented, per year, 2009 to 2025. Visible posts only, and every post including removed ones
Share of r/IAmA posts with an outside comment where the poster also commented, per year, 2009 to 2025Visible posts: in 2009, 88.2%; in 2010, 88.0%; in 2011, 77.5%; in 2012, 75.0%; in 2013, 74.6%; in 2014, 76.8%; in 2015, 73.9%; in 2016, 69.5%; in 2017, 72.8%; in 2018, 76.7%; in 2019, 85.3%; in 2020, 97.9%; in 2021, 97.8%; in 2022, 98.6%; in 2023, 37.0%; in 2024, 84.5%; in 2025, 81.0%. Every post, visible or removed: in 2019, 84.0%; in 2020, 80.2%; in 2025, 72.7%.25%50%75%100%20092013201720212025Removal flags start201937.0%2009: 88.2% of 5,833 visible posts (95% confidence interval 87.4% to 89.0%)2010: 88.0% of 14,054 visible posts (95% confidence interval 87.4% to 88.5%)2011: 77.5% of 35,393 visible posts (95% confidence interval 77.1% to 77.9%)2012: 75.0% of 31,350 visible posts (95% confidence interval 74.5% to 75.5%)2013: 74.6% of 23,045 visible posts (95% confidence interval 74.0% to 75.1%)2014: 76.8% of 14,438 visible posts (95% confidence interval 76.1% to 77.4%)2015: 73.9% of 10,388 visible posts (95% confidence interval 73.1% to 74.8%)2016: 69.5% of 8,293 visible posts (95% confidence interval 68.5% to 70.4%)2017: 72.8% of 6,709 visible posts (95% confidence interval 71.7% to 73.8%)2018: 76.7% of 3,860 visible posts (95% confidence interval 75.3% to 78.0%)2019: 85.3% of 2,353 visible posts (95% confidence interval 83.8% to 86.7%)2020: 97.9% of 1,231 visible posts (95% confidence interval 96.9% to 98.6%)2021: 97.8% of 696 visible posts (95% confidence interval 96.5% to 98.7%)2022: 98.6% of 489 visible posts (95% confidence interval 97.1% to 99.3%)2023: 37.0% of 663 visible posts (95% confidence interval 33.4% to 40.7%)2024: 84.5% of 258 visible posts (95% confidence interval 79.6% to 88.4%)2025: 81.0% of 368 visible posts (95% confidence interval 76.7% to 84.7%)2009: 88.2% of 5,833 posts, visible or removed (95% confidence interval 87.4% to 89.0%)2010: 88.0% of 14,054 posts, visible or removed (95% confidence interval 87.4% to 88.5%)2011: 77.5% of 35,393 posts, visible or removed (95% confidence interval 77.1% to 77.9%)2012: 75.0% of 31,350 posts, visible or removed (95% confidence interval 74.5% to 75.5%)2013: 74.6% of 23,045 posts, visible or removed (95% confidence interval 74.0% to 75.1%)2014: 76.8% of 14,438 posts, visible or removed (95% confidence interval 76.1% to 77.4%)2015: 73.9% of 10,388 posts, visible or removed (95% confidence interval 73.1% to 74.8%)2016: 69.5% of 8,293 posts, visible or removed (95% confidence interval 68.5% to 70.4%)2017: 72.8% of 6,709 posts, visible or removed (95% confidence interval 71.7% to 73.8%)2018: 76.7% of 3,860 posts, visible or removed (95% confidence interval 75.3% to 78.0%)2019: 84.0% of 2,464 posts, visible or removed (95% confidence interval 82.5% to 85.4%)2020: 80.2% of 2,096 posts, visible or removed (95% confidence interval 78.5% to 81.9%)2021: 70.3% of 1,334 posts, visible or removed (95% confidence interval 67.8% to 72.7%)2022: 74.0% of 884 posts, visible or removed (95% confidence interval 71.0% to 76.8%)2023: 43.0% of 1,034 posts, visible or removed (95% confidence interval 40.1% to 46.1%)2024: 69.5% of 499 posts, visible or removed (95% confidence interval 65.4% to 73.4%)2025: 72.7% of 524 posts, visible or removed (95% confidence interval 68.7% to 76.3%)Visible postsEvery post

Source: KissMyPost analysis of public Reddit posts and comments in r/IAmA; known bots and moderators excluded; posts whose author deleted the account left out; 368 visible posts in 2025.

The line rises in 2020 and then stays close to its peak for three years.

In 2020, only 1,496 of the 12,344 posts were still visible on the site. If you count all the posts, visible or removed, they still show 84.0% in 2019 and 80.2% in 2020.

In contrast, the share in 2023 has dropped to 37.0%, and almost all of that occurred in just two months. In July, the host replied with an outside comment in 31 of the 216 visible threads, but in August that number dropped to 15 out of 246. I don’t know why there would have been such a difference in the summer, but I kept it in the above data and the above line is flagged.

r/IAmA posts in 2023 by month
MonthSubmittedStill visibleVisible, with a comment from someone elseOf those, host commented
January 2023516423333
February 2023376402525
March 2023375442424
April 2023380593130
May 2023364594545
June 2023531402827
July 202398346421631
August 202399633624615
September 2023415966
October 20233621444
November 2023342411
December 2023432944

Known bots and moderators excluded. Posts whose author deleted the account are not in the last two columns.

What do the most-discussed AMAs have in common?

In this post, I’m defining “top tenth” as threads that reach the 90th percentile among visible AMAs in each year, excluding the host’s own comments from the calculation. The cutoff for 2025 is 125 comments.

Busy AMAs and when the host first repliedShare of visible r/IAmA posts in the top tenth of their year by comments from other people, by when the host first replied, all years from 2009 to 2026 pooled, with 95% confidence intervals
Share of visible r/IAmA posts in the top tenth of their year by comments from other people, by when the host first replied, 2009 to 2026Host replied within the first hour: 29.1%. Replied later: 12.1%. Never replied: 3.8%.0%10%20%30%40%Host replied within the first hour: 29.1% of 95,478 posts in the top tenth (95% confidence interval 28.8% to 29.4%)Host replied within the first hour29.1%Host replied later: 12.1% of 27,911 posts in the top tenth (95% confidence interval 11.7% to 12.5%)Host replied later12.1%Host never replied: 3.8% of 36,324 posts in the top tenth (95% confidence interval 3.6% to 4.0%)Host never replied3.8%

Source: KissMyPost analysis of public Reddit posts and comments in r/IAmA; known bots and moderators excluded; 159,713 visible posts with a comment from someone else.

It’s a big catch, and it happens on replies to the post within the first hour.

I also looked at the title and body of the post, as well as the time of day it was posted.

Busy AMAs and what the post looked likeShare of visible r/IAmA posts in the top tenth of their year by comments from other people, by feature of the post, all years from 2009 to 2026 pooled, with 95% confidence intervals
Share of visible r/IAmA posts in the top tenth of their year by comments from other people, by feature of the post, 2009 to 2026Team title 45.7%, one-person title 19.1%; body text 26.0%, title only 6.5%; says AMA 21.6%, does not 16.5%; weekday 20.8%, weekend 19.0%; midnight to six a.m. UTC 14.0%, six a.m. to noon UTC 14.1%, noon to six p.m. UTC 28.7%, six p.m. to midnight UTC 21.5%.0%10%20%30%40%50%Title says we, our, us or team: 45.7% of 7,714 posts in the top tenth (95% confidence interval 44.6% to 46.8%)Title says we, our, us or team45.7%Title written as one person: 19.1% of 151,999 posts in the top tenth (95% confidence interval 18.9% to 19.3%)Title written as one person19.1%Post has text in the body: 26.0% of 113,863 posts in the top tenth (95% confidence interval 25.7% to 26.2%)Post has text in the body26.0%Title only, no body text: 6.5% of 45,850 posts in the top tenth (95% confidence interval 6.3% to 6.7%)Title only, no body text6.5%Title says AMA or ask me anything: 21.6% of 121,159 posts in the top tenth (95% confidence interval 21.4% to 21.8%)Title says AMA or ask me anything21.6%Title without those words: 16.5% of 38,554 posts in the top tenth (95% confidence interval 16.1% to 16.8%)Title without those words16.5%Posted midnight to six a.m. UTC: 14.0% of 44,176 posts in the top tenth (95% confidence interval 13.7% to 14.4%)Posted midnight to six a.m. UTC14.0%Posted six a.m. to noon UTC: 14.1% of 19,905 posts in the top tenth (95% confidence interval 13.7% to 14.6%)Posted six a.m. to noon UTC14.1%Posted noon to six p.m. UTC: 28.7% of 40,950 posts in the top tenth (95% confidence interval 28.3% to 29.1%)Posted noon to six p.m. UTC28.7%Posted six p.m. to midnight UTC: 21.5% of 54,682 posts in the top tenth (95% confidence interval 21.2% to 21.9%)Posted six p.m. to midnight UTC21.5%

Source: KissMyPost analysis of public Reddit posts and comments in r/IAmA; known bots and moderators excluded; 159,713 visible posts with a comment from someone else.

Titles that sound like a team stand out: visible r/IAmA AMAs with "we", "our", "us" or "team" in the title reached the top tenth by comments from other people 45.7% of the time (2009 to 2026 pooled). For every other title it was 19.1%.

Posts with text in the body did better too, at 26.0%, while title-only posts sat at 6.5%.

Try itWhen to post in any subreddit, who writes there and what does well: Subreddits

Are AMAs happening outside r/IAmA?

Where AMA titles get postedReddit posts with AMA, IAmA or 'ask me anything' in the title, per year, 2009 to 2025: r/IAmA, r/AMA and r/casualiama, and every other subreddit
Reddit posts with AMA, IAmA or 'ask me anything' in the title, per year, by where they were posted, 2009 to 2025In 2025: r/IAmA 2,368, r/AMA and r/casualiama 36,011, every other subreddit 111,676.30,00060,00090,000120,000200920132017202120252009: 2,112 posts in every other subreddit2010: 8,348 posts in every other subreddit2011: 32,004 posts in every other subreddit2012: 82,314 posts in every other subreddit2013: 75,916 posts in every other subreddit2014: 77,406 posts in every other subreddit2015: 77,955 posts in every other subreddit2016: 81,327 posts in every other subreddit2017: 97,966 posts in every other subreddit2018: 103,695 posts in every other subreddit2019: 87,954 posts in every other subreddit2020: 94,653 posts in every other subreddit2021: 115,069 posts in every other subreddit2022: 105,484 posts in every other subreddit2023: 87,737 posts in every other subreddit2024: 101,706 posts in every other subreddit2025: 111,676 posts in every other subreddit2009: 208 posts in r/AMA and r/casualiama2010: 1,307 posts in r/AMA and r/casualiama2011: 2,982 posts in r/AMA and r/casualiama2012: 18,517 posts in r/AMA and r/casualiama2013: 30,300 posts in r/AMA and r/casualiama2014: 30,228 posts in r/AMA and r/casualiama2015: 27,879 posts in r/AMA and r/casualiama2016: 28,386 posts in r/AMA and r/casualiama2017: 32,355 posts in r/AMA and r/casualiama2018: 40,354 posts in r/AMA and r/casualiama2019: 64,926 posts in r/AMA and r/casualiama2020: 103,824 posts in r/AMA and r/casualiama2021: 53,935 posts in r/AMA and r/casualiama2022: 48,937 posts in r/AMA and r/casualiama2023: 37,893 posts in r/AMA and r/casualiama2024: 57,768 posts in r/AMA and r/casualiama2025: 36,011 posts in r/AMA and r/casualiama2009: 10,188 posts in r/IAmA2010: 26,117 posts in r/IAmA2011: 71,496 posts in r/IAmA2012: 67,306 posts in r/IAmA2013: 44,734 posts in r/IAmA2014: 31,324 posts in r/IAmA2015: 26,845 posts in r/IAmA2016: 20,362 posts in r/IAmA2017: 16,481 posts in r/IAmA2018: 8,935 posts in r/IAmA2019: 6,746 posts in r/IAmA2020: 5,572 posts in r/IAmA2021: 2,271 posts in r/IAmA2022: 1,910 posts in r/IAmA2023: 2,571 posts in r/IAmA2024: 1,835 posts in r/IAmA2025: 2,368 posts in r/IAmAEvery othersubredditr/AMA andr/casualiamar/IAmA

Source: KissMyPost analysis of public Reddit post titles; known bots excluded; AMA matched in capitals only; 150,055 posts in 2025.

To get a sense of whether an actual AMA is taking place, I ran a language model check on 100 posts with “AMA” in the title that were not in r/IAmA, r/AMA, or r/casualiama, and spanned all years. It judged 75 of them to be actual AMA offers.

It has only one reader, so it didn’t convert many posts from 2025 into tallyable actual AMAs, and even then, the title count is only a rough lower bound. There are also AMAs that have different titles and were missed completely.

Try itHow often any word or phrase shows up on Reddit, month by month: Historical search

What this data can't tell you

Limits, one per row
LimitWhy
Not a verified AMAA post in r/IAmA is not a verified AMA. Many posts are later removed, so the counts mix real AMAs with posts that were not.
Removal flagsThe data's removal flags are empty before 2019 and change meaning in mid-2023, so visible posts and the share still visible can't be compared across those lines as a trend.
After moderationFrom 2019, the visible posts are the ones left after moderation, and one possible reason, not measured, is that moderators remove posts whose host stays silent. Before 2019 every post counts as visible. Host shares and top-tenth thresholds on the two sides of that line describe different groups of posts, so the thresholds of 2020 to 2022 aren't comparable with those of 2011.
The host is the post authorThe host is the post author here: a host reply is any comment by the account that wrote the post. It doesn't show the host answered the question that was asked. Posts whose author deleted the account are left out of the host shares, because their host can't be found by account id. Comments that were removed still count as comments from other people.
Association, not causePosts in the top tenth by comments of their year are compared with the rest. This is association, not cause: it shows what goes together with a busy AMA, not what makes one busy, because a thread that takes off keeps its host answering.
Known-bot listAccounts on a known-bot list are excluded from posts and comments. Bots that aren't on the list remain.
Other subredditsIn other subreddits, AMAs are only found when the title says AMA, IAmA or ask me anything. Events titled differently are missed, so the count outside r/IAmA is a rough floor, not a census. The check of 100 titles had one reader and no second opinion, so there's no agreement rate.
After the data snapshotPosts and comments deleted or edited after the data snapshot was taken aren't visible here.
NSFW postsNSFW posts are left out of every count (4,700 of them in r/IAmA), so totals are slightly below everything submitted.
Summer 2023In summer 2023, in July and August, many more r/IAmA posts show as visible than in the months around them, and hosts rarely replied to them. The 2023 row mixes in a different group of posts from the other years.
Account id change in 2018There's an account id change in 2018: before July 2018 account ids are hashes of the username and afterwards they're numbers. A host who posted and replied across that switch would be missed. I did not measure how many posts this affects.
Partial year2026 runs only from January to September, so it isn't compared with full years.

Method

Steps, in order
StepWhat
PostsEvery post in r/IAmA from January 2009 through September 2026 (data through 2026-09-30), 446,286 in all. Left out: NSFW posts (4,700), pinned posts, moderator posts and accounts on a known-bot list (high and medium confidence).
CommentsEvery comment under those posts, minus moderators and known bots (AutoModerator included). Counts come from the comments themselves, not from vote or comment totals on the post.
VisibleA post with no removal flag in the data. The flags are empty before 2019, so every earlier post counts as visible.
HostA comment marked as from the submitter, or from the same account id as the post (author not deleted). The submitter mark is only filled in from 2017, and only partly that year, so both are used.
Host shareAmong visible posts with at least one comment from someone else and an author account that still exists, the share where the host commented. 95% confidence intervals by the Wilson method.
Top tenthComments from people other than the host at or above the 90th percentile of that year's visible posts. Shares pool all years; ratios got a bootstrap by year.
Team titleTitle contains "we", "we're", "our" or "team" in any capitals, or "us" in lowercase only, so "US" isn't counted.
AMA titles across Reddit"AMA" in capitals only (the Spanish and Italian "ama" means "loves"), and "IAmA", "ask me anything" or "ask us anything" in any capitals. Three groups by subreddit: r/IAmA, r/AMA with r/casualiama, and the rest.
Title check100 AMA-titled posts from outside those three subreddits, drawn from all years, read as raw text by one language model (Claude Opus). It judged 75 of 100 to be a real AMA offer (95% confidence interval 65.7% to 82.5%).

Planned before looking, and found while analysing

Each plan and what happened
PlanWhat happened
Five predictions, written before the host and top-tenth counts were run (the yearly post counts had already been seen)See the next five rows
Fewer posts every full year after 2011Held
A host reply in most threads every year since 2017Failed in 2023
A first-hour reply goes with the top tenthHeld
Team titles no different from solo onesFailed
Posting time barely mattersFailed
Three other ways to count the headline share2024 alone gives 84.5%. Every post, removed ones included, gives 72.7%. The last three full years pooled come out lower, and they take in the summer of 2023, but still above half. The host commented in most threads every time
Title pattern for AMAThe first pattern caught the Spanish and Italian word "ama", so AMA became case-sensitive
Ratio of top-tenth shares, first-hour reply against no replyMoved a lot with the years chosen, though the direction never changed, so the shares are given and not a multiplier
Added after a review of the first resultsHost shares count only posts whose author account still exists, the team pattern counts lowercase "us" only, the time of day is shown as four blocks with no single best one, and an estimate of real AMAs outside r/IAmA was dropped

Conflict of interest: KissMyPost makes Reddit research tools. Funding: none.

Corrections: contact me; each fix gets a dated note on this page.

Questions people ask

Do Reddit AMA hosts actually answer questions?

In 2025, the host of r/IAmA replied to at least one comment in 81.0% of visible threads with an outside comment.

Do AMAs where the host replies fast reach the top tenth by comments more often?

Pooled across all visible r/IAmA AMAs from 2009 through 2026, when the host answered at least once during the first hour, the AMA reached the top tenth of the year by number of comments from others 29.1% of the time. That’s 3.8% if the host never replied.

Is r/IAmA still active?

Yes, but much smaller: 3,597 posts in 2025, compared with 79,475 in 2011 and 1,980 through September 2026.

The data

What the files hold
ItemWhat
Filesr/IAmA posts per year (submitted, visible, with a comment from someone else), the host share per year with intervals, the top-tenth thresholds and shares by feature, the months of 2023, and AMA titles per year by group.
PrivacyNo post text, titles or usernames.
LicenseCC BY 4.0; credit KissMyPost, link to this page.
r/IAmA by year, 2009 to 2025
YearSubmittedStill visibleHost commented, visible posts95% confidence intervalHost commented, every postComments for the top tenth
200913,95713,95788.2%87.4% to 89.0%88.2%104
201030,54330,54388.0%87.4% to 88.5%88.0%116
201179,47579,47577.5%77.1% to 77.9%77.5%58
201277,20777,20775.0%74.5% to 75.5%75.0%50
201355,43855,43874.6%74.0% to 75.1%74.6%45
201436,69236,69276.8%76.1% to 77.4%76.8%56
201533,71833,71873.9%73.1% to 74.8%73.9%31
201627,47827,47869.5%68.5% to 70.4%69.5%24
201722,86722,86772.8%71.7% to 73.8%72.8%27
201813,81313,81376.7%75.3% to 78.0%76.7%32
201913,47711,83485.3%83.8% to 86.7%84.0%31
202012,3441,49697.9%96.9% to 98.6%80.2%837
20217,4541,44997.8%96.5% to 98.7%70.3%464
20226,36188498.6%97.1% to 99.3%74.0%507
20236,0721,12037.0%33.4% to 40.7%43.0%167
20243,81346484.5%79.6% to 88.4%69.5%177
20253,59764981.0%76.7% to 84.7%72.7%125

Host shares count posts with a comment from someone else and an author account that still exists. Visible counts before 2019 equal submitted, because the data has no removal flags then. 2026 (January to September) is in the CSV files.

Zenodo DOI: https://doi.org/10.5281/zenodo.24248249

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About the data

KissMyPost is a Reddit analytics tool: it reads a subreddit's history (posts, comments, removals, rules) and tells you when to post, what format works and who writes there. This study uses the same data: public Reddit posts and comments back to 2005.

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About the author

Dmytro Krutytskyi is the founder of KissMyPost, a Reddit analytics tool. He studies what online communities talk about, who writes in them and how audiences overlap, and writes up what the data shows here, with the method and the numbers. Questions about the data, or need a cut we didn't publish? Write to him directly.

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Cite this study

Krutytskyi, D. (2026). Reddit AMAs by the numbers: how many, who answers, what busy threads share. KissMyPost Research. https://kissmypost.com/research/reddit-ama-by-the-numbers

Data: Krutytskyi, D. (2026). Reddit AMAs by the numbers: r/IAmA posts, host replies and AMA titles [Data set]. Zenodo. https://doi.org/10.5281/zenodo.24248249