Like giveaways are the lowest-friction format on Twitter. You post a tweet, tell people to like it to enter, and watch the likes come in.
No reply thread to manage, no retweet notifications flooding your feed. Just a growing like count and a winner to pick at the end.
The problem shows up when it's time to actually pick that winner. Twitter doesn't show you who liked a tweet in a clean, exportable list. here's no way to randomly select one, apply any filters, or verify the process to your audience.
You're back to picking manually, which is exactly what your followers will assume you did even if you tried to be fair.
With Circleboom Twitter, you can select a winner randomly from the likes by simply pasting the tweet URL. The tool pulls the full list of users who liked it, filters out low-quality or bot accounts, and picks a random winner in seconds, with a result you can easily share publicly.
Can you pick a random winner from likes on Twitter?
Not through Twitter's native tools. Twitter shows you who liked a tweet but provides no way to select a random winner from that list.
With Circleboom Twitter's Giveaway Picker, you enter the tweet URL, set your entry conditions, apply filters if needed, and the tool picks a verified, random winner from the complete likes list pulled directly through X's official API.
What Is Circleboom Twitter?
Circleboom is an Official X Enterprise Developer, which means all participant data is retrieved through X's official APIs. Every account that liked the tweet is included. No scraping, no incomplete lists, no compliance risk.

- Retrieve the complete list of accounts that liked your tweet
- Filter participants by follower status, account quality, and activity signals
- Pick a random winner instantly from all eligible entries
- Generate a shareable result image to show your audience the selection was fair
How to Pick a Giveaway Winner from Likes on Twitter/X with Circleboom Twitter
Step #1: Go to Circleboom and land in Twitter Giveaway Picker.
If you don’t have a Circleboom account yet, it is quite easy to get one.

Step #2: You should create a new giveaway campaign.
You can view your old giveaways here as well.

Step #3: Enter your tweet URL, where you will manage your giveaway.
You simply copy and paste the link of your tweet.

You will see the preview of your tweet on the next screen.
You will also see stats of this tweet: replies and retweets.

Step #4: The next step is participation conditions.
You will set the conditions for how other X users can participate in your giveaway campaign. Those who replied to your tweets, who reposted your tweet, liked your tweet AND/OR follow your or any X account.

You can set more details about participation conditions and match type.

Step #5: Now, you can apply filters to your giveaway results.
You may want to keep inactive, and bot accounts away from your draw. Or, you want accounts that have more than 5000, for example. There can be many filters you can apply to your giveaway sorting.

Step #6: It is time to start the giveaway draw.
Based on the participation conditions and filters, a calculation will be made by the algorithm and the token you should spend will be shown.

You will make the payment.
You can purchase any package that is suitable for your giveaway campaign.
Step#7: Circleboom will list all the X accounts that are eligible for your giveaway. Those who replies your tweet, and/or repost your tweet and/or follow the account.
When it is ready to pick up the winner, you can click the button at the bottom right. Circleboom will draw the winner automatically.
Do not forget that Circleboom is an official X Enterprise developer, so your raffle is totally automated and safe; you are privileged by the official API.

You can draw the winner and you can also pick a substitute winner.

Many hosts post the result image generated by the tool to show that the winner was selected fairly. This transparency helps participants trust the outcome of the giveaway.
Why Likes Giveaways Need a Proper Tool
A like takes one tap. That's the appeal. It's the easiest possible entry mechanic, which is why like giveaways tend to collect more entries than any other format.
But that low friction cuts both ways. The same ease that gets real users to participate also makes it trivial for bot accounts to like tweets in bulk. Automated accounts sweep through giveaway-style tweets and like them at scale. By the time you go to pick a winner, a meaningful chunk of your entries could be accounts that have never interacted with anything authentically.
📌 Twitter's native like list is also not fully reliable for high-volume tweets. The visible list in the app can lag or show an incomplete view of all accounts that have liked. Circleboom Twitter retrieves the full dataset through the official API, so the pool you're drawing from is complete and accurate.
The combination of a full list and quality filters is what makes the difference between a giveaway winner and a giveaway that your audience trusts.
Giveaway Picker Filters and Options

Followers only. Giveaways often require participants to follow the account as a condition of entry. This filter limits the eligible pool to accounts that currently follow you, so anyone who liked without following is automatically excluded from the draw before it runs.
Bot and low-quality account filter. This is especially important for likes giveaways given how easy it is for automated accounts to participate. The filter removes accounts showing bot-like signals: default avatars, extreme follower to following imbalances, no meaningful tweet activity, and recently created accounts in clusters. What's left is a pool of entries that look like real participants.
Minimum follower count. If your giveaway is aimed at a real audience and not new or inactive accounts, setting a minimum follower threshold quietly removes the least credible entries before the draw without requiring you to review them individually.
Multiple winners. If you're running a giveaway with more than one prize, you can set the number of winners and Circleboom picks them all at once from the eligible pool in a single draw.
⚠️ Apply filters that match the rules you announced.

If you said "like and follow to enter," run both the likes condition and the followers-only filter. Picking a winner from a broader pool than you promised undermines the credibility of the result even if the selection itself was random.
Frequently Asked Questions
Can you pick a random winner from likes on Twitter?
Not natively. Twitter shows you who liked a tweet but gives you no mechanism to select one randomly or filter the list by quality. Circleboom Twitter's Giveaway Picker retrieves the complete likes list through X's official API and picks a verified random winner from eligible participants.
Does Circleboom get all the likes or just some of them?
Circleboom Twitter pulls the complete list of accounts that liked the tweet through X's official API. This is more complete and accurate than the visible like list in Twitter's app, which can show an incomplete or lagging view especially on high-engagement tweets.
Can I filter out bot accounts from the like entries?
Yes. The Giveaway Picker includes a quality filter that removes accounts showing bot-like signals before the draw runs. Given how easily automated accounts can participate in like-based giveaways, this filter is particularly worth using.
Can I require participants to also follow my account?
Yes. The followers-only filter limits the eligible pool to accounts that currently follow you. If your giveaway rules required a follow, enable this filter before picking so the winner genuinely meets the entry conditions you announced.
Can I pick more than one winner?
Yes. You can set the number of winners before running the draw and Circleboom selects them all randomly from the eligible pool at once.
How do I show my audience the winner was picked fairly?
Circleboom Twitter generates a shareable result image after the draw that you can post when announcing the winner. It shows the selection was automated and random, which is a straightforward way to pre-empt any questions about how the winner was chosen.
Final Thoughts
Likes giveaways bring in entries fast. The format works. The part that doesn't work natively is picking a winner your audience believes in, from a complete list, with bots removed, in a way you can actually show people.
Circleboom Twitter handles all of it in one workflow.
Pick a giveaway winner from likes on Twitter with Circleboom.