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How to see which of your Twitter followers engage the most

How to see which of your Twitter followers engage the most

. 6 min read

"Engagement" covers likes, replies, retweets, quote tweets, profile clicks, and general activity, and X doesn't expose a single ranked view that adds all of that up per follower. Asking "who engages the most" without specifying which kind of engagement you mean is actually a harder question than it sounds, because there's no unified score anywhere on the platform that combines every interaction type into one number per follower.

What is measurable, precisely and reliably, is retweets specifically, the one engagement signal that means a follower chose to put their own credibility behind your content and push it out to their own audience. That's a narrower question than generic "engagement," but it's a real one with a real, exact answer.

Circleboom's Engaging & Loyal Followers tracks exactly this: across your tweet history, which of your followers have retweeted you, and how many times, ranked by an exact Times Retweeted count.

→ find your most engaged followers

Circleboom - Find Your Most Engaging Twitter Followers
Not all followers matter equally. Circleboom identifies your most engaging followers, the brand advocates who consistently interact with your X content.

Why "who engages the most" isn't one single answer

Likes, replies, and retweets each signal something different, and a follower who likes constantly but never retweets is engaging in a meaningfully different way than one who rarely likes but consistently amplifies. X gives you per-tweet metrics if you check each post individually, but nothing that aggregates any single interaction type across your full follower base, ranked from most to least.

Identifying your most valuable followers starts with deciding which kind of engagement actually matters for what you're trying to do. A follower who replies thoughtfully is valuable for conversation. A follower who retweets repeatedly is valuable for reach. Both are real forms of engagement, but they answer different strategic questions, and conflating them into one vague "most engaged" label loses the distinction that actually matters.

Retweets are the specific signal worth isolating here because they're public, attributable, and measurable exactly, an amplification someone chose to make visible to their own followers, not a private interaction that only you can see.


What this feature specifically measures: retweets, not all engagement

Engaging & Loyal Followers is built differently from every other follower feature in Circleboom, working backward from your tweet history instead of forward from your follower list, and it's worth being precise about exactly what it counts.

  • It fetches up to your last 3,200 tweets from the X API, the maximum tweet history the API allows for retrieval.
  • It retrieves the retweeter list for each of those tweets, then deduplicates accounts and removes fake, suspended, or locked profiles from the result.
  • It cross-references the cleaned list against your current followers, producing a ranked table where every account shows an exact Times Retweeted count, how many of your tweets they've amplified.
  • It does not track likes, replies, or quote tweets. This feature answers "who has retweeted me the most," not "who engages with me the most across every interaction type." That's a narrower, more specific question, and the feature is precise about answering that one well rather than approximating a broader one.

Because the pipeline has to fetch retweeter data tweet by tweet across your full history, processing takes 1 to 3 hours to complete. A preparation screen shows the live steps, fetching tweets, fetching retweeters, removing duplicates, finalizing the list, and you're notified once results are ready.


How to find your most engaged followers

Because Circleboom is an official X Enterprise Developer, the tweet and retweeter data behind this feature is retrieved through sanctioned Enterprise API access across your full available tweet history.

Official X Enterpise Developer

1. Open Engaging & Loyal Followers and let it process: Navigate to the feature inside Audience Insights. If this is your first time running it, expect a 1 to 3 hour processing window while Circleboom fetches your tweets and their retweeters. Open it when you have time to wait, not right before something time-sensitive.

Engaging followers and following

2. Review the results ranked by Times Retweeted: Once ready, the table shows every qualifying follower with their exact Times Retweeted count. Sort descending to see your most consistent amplifiers first.

Followers / Following Management & Analytics menu

3. Filter if you want a more specific segment: Use Filter Options to combine the Times Retweeted ranking with engagement classification, follower count, or other criteria if you want a narrower slice than the full ranked list.

4. Whitelist, list, or export the accounts worth acting on: Whitelist your top amplifiers before any cleanup elsewhere on the platform, add them to a Twitter List for ongoing recognition, or export the segment for outreach or advertising use.

That sequence turns a question X has no native answer for, exactly who has repeatedly chosen to amplify your content, into a specific, ranked, exportable list.


What having this list actually changes

The accounts at the top of this list aren't just subscribed, they've repeatedly chosen to put their own credibility behind what you publish. The distinction between a passively subscribed follower and an actual brand advocate is exactly what the Times Retweeted ranking makes visible, a follower who's retweeted you eight times is doing something qualitatively different from one who's simply active on the platform in general.

This list is also a legitimately strong source for paid reach. Targeting people who've already proven they'll engage tends to perform very differently from targeting a generic lookalike audience, since this segment has already demonstrated the specific behavior, amplification, that paid campaigns are usually trying to encourage from cold audiences.

It also reframes cleanup priorities elsewhere. Before running any quality-based follower removal, this list tells you exactly which accounts would represent the highest relationship cost if accidentally caught in a bulk action.


Subscribed is not the same as invested

A follower count answers one question: how many people clicked follow. It says nothing about which of those people have continued to actively invest in your content afterward. Distinguishing your most engaged connections from your largest audience requires looking past the follow relationship entirely and into what people actually did with your content after they followed.

Retweets are a particularly strong version of this signal because they cost the retweeter something, their own audience's attention and their own implicit endorsement. A follower willing to spend that repeatedly is a different category of relationship than one who simply hasn't unfollowed yet.


The mistake to avoid

The most important mistake is treating this list as a complete ranking of everyone who engages with you in any way. It isn't. It measures retweets specifically, not likes, replies, or quote tweets, so a follower who consistently replies thoughtfully but rarely retweets won't appear highly ranked here even though they're genuinely engaged in a different, equally valuable way. Use this list for what it actually measures, not as a stand-in for total engagement across every interaction type.

The second mistake is running this feature expecting instant results. The processing pipeline genuinely takes 1 to 3 hours because it has to fetch retweeter data tweet by tweet across your full available history. Open it with that expectation set, and check back once notified rather than assuming something's broken if the table isn't immediately populated.


Common questions

Does this include likes and replies, or just retweets?

Just retweets. The Times Retweeted column counts how many of your tweets each follower has retweeted; it does not track likes, replies, or quote tweets. A follower who engages heavily through likes or replies but rarely retweets won't rank highly here despite being genuinely engaged in a different way.

How long does it actually take to generate results?

Typically 1 to 3 hours, since the pipeline fetches up to your last 3,200 tweets and then requests the retweeter list for each one individually before deduplicating and cross-referencing against your followers. You're notified once the results are ready.

Can I compare results from different points in time?

Yes. Results from each processing run are stored and accessible through a date selector on the results page, so you can compare your engaging follower list across different periods without re-running the full pipeline each time.

What should I actually do with this list once I have it?

Whitelist these accounts before any cleanup elsewhere, add them to a dedicated Twitter List for ongoing recognition and direct engagement, and consider exporting the segment for low-budget X Ads targeting, since they've already proven the specific behavior most campaigns are trying to encourage.


Your next move

The followers repeatedly choosing to amplify your content are sitting in a specific, exact, ranked list that X never shows you directly. Run the process, let it finish, and start treating your top amplifiers like the relationship asset they actually are. Run it, rank them, recognize them.

→ find your most engaged followers


Altug Altug
Altug Altug

I focus on developing strategies for digital marketing, content management, and social media. A part-time gamer! Feel free to ask questions via altug@circleboom.com or X (@altugify)