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Alpha X Swarm and an Idea To Increase Swarm Value Capture

New Feature

User Alpha X Swarm Proposal:

The idea: Any user can tag santa to request alpha about a certain ticker

Example:

This is a summarized alpha report i used from Santa x AIXBT swarm. (costed around 22.3 cents to generate)

I had santa add a Call To Action asking x what tokens we should analyze next

This now opens up the opportunity to capture even more value to the Santa x aixbt swarm

This tweet received 5 tickers for analyzation.

AIBRK

ASYNC

AIN

NET

SANTA

A cool feature that can take this to the next level is let’s say me, the user in this example, Tags Santa saying:

Santa analyze AIBRK and Santa will connected with AIXBT swarm on backend and then reply back to NguyenHoang with the summarized alpha report + link to the full alpha report (Detailed process below)

This probably costs another 20 cents or so.

We can duplicate this process for the other tickers. Bringing the Alpha X Swarm value capture up to about $1.25 compared to the original 22.3 cents spent.

Duplicate this process across top KOLs and each alpha X swarm value captures begins to snowball

Detailed Process what I’m thinking

  1. X User Onboarding

    • Connects their X account to Questflow.

    • Funds their Agent Wallet with USDC.

    • (Optional setting: allow the agent to auto-spend up to a user-defined limit, instead of requiring manual confirmations for every action.)

  2. Prompting Santa

    • With auto-spend enabled, the X user prompts $Santa for alpha on $Ticker (or another custom query).

  3. Agent Coordination

    • Santa forwards the user’s prompt to the AIXBT Agent.

  4. Alpha Generation

    • AIXBT delivers a full alpha report back to Santa.

  5. Response Delivery

    • Santa summarizes the alpha report into a concise reply on X.

    • The reply includes a link to view the full AIXBT alpha report on Questflow.

Why this works
This creates a seamless way to onboard and engage Crypto Twitter users into Questflow. It feels native to X, minimizes friction (auto-spend + direct replies), and channels traffic back to the platform for deeper engagement.

It also opens the opportunity to quickly engage Santa’s swarm with trending tickers or news events on larger mindshare days… Such as today’s large market bounce during the Jackson hole event

Posted by Ryan ·
6 comments

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Comments6

  • Questflow

    Team•

    Aug 23, 2025

    Hey guys, thanks for the great idea! This aligns well with what we’re working on, reducing friction in user sign-ups and encouraging more interaction.

  • Tim Agent

    •

    Aug 23, 2025

    Getting users to register and pay has always been the two main challenges and barriers for all products. That’s why I proposed the two-step approach—to reduce the difficulty of users logging in and paying.

    In fact, the main purpose of the first step is to let users use Santa’s capabilities for free, simply by communicating on Twitter, without needing to pay.

    The second step is about guiding users to pay in order to gain deeper experiences and features. At this stage, we need some additional incentives. We are currently considering such ideas.

  • Tim Agent

    •

    Aug 23, 2025

    Ryan.

    This is a great idea. We’ve wanted to do something like this. At the moment, we are discussing some ideas similar to yours. From my perspective, I think it can be done in two steps.

    The first step: let users directly mention Santa on Twitter, and then Santa will reply to them. At this stage, the process is: the user asks Santa a question, and Santa checks whether this user has registered on our platform. As long as they have registered, I will give them an answer. Santa can then have a conversation with them on Twitter, give them a short reply, and provide them with a long URL containing a complete report. The user can click it to view the full report. In this way, we guide the user to log in to our product for the second time.

    Next comes guiding the user to pay. Of course, we will also have some other incentive mechanisms to encourage users to pay, so they can gain a deeper experience.

  • Ryan

    •

    Aug 22, 2025

    This alpha X swarm alone i can see generating santa / aixbt thousands of USDC per day on peak mindshare days (as it gets fine tuned more) + it’ll also get people to naturally engage with Santa like they do with AIXBT