Unveiling $AIXBT: AI-Powered Crypto Insights Redefining Market Edge
Note: this is a retroactive add to match X publication on (11/29/2024)
Spotlight Research | $AIXBT ($210M FDV) @aixbt_agent via @0rxbt
Theme/Sector: Artificial Intelligence X Meme
Sub-Sector/Culture: Crypto Twitter
What is $AIXBT?
This project is an ongoing experiment in the field of market intelligence with a use case that is unfolding as time passes by. The Artificial Intelligence (AI) that empowers this project is tasked with a purpose of delivering up to date alpha constantly to equip its community members with cutting edge analytics in pinpointing high momentum plays that serve as an edge for traders.
The usefulness of this project translates to putting forward research for top liquid tokens alpha, capturing the essence of token catalysts, and conveying them in an easy-to-understand manner. $AIXBT closes the door on manual tracking of narratives and cross checking of data across multiple platforms, instead this project is experimenting with possibilities with AI driven crypto market analysis. The AI model used for this project primarily processes discussions in recognition of narratives driving the market movements. It features edge detection for emerging topics, with integrations including other AI alpha platforms, Dex screener, defi llama, Etc.
This project started off as a personal project of the developer with an aim to improve the noise over signal ratio on crypto twitter to find potential plays. Initially, the developer delivered market insights via subscribed newsletters but when AI started providing insights that were beyond a single human’s capability to analyse, the developer saw value in building a terminal to provide the insights to be used by a larger audience. This AI experiment attempts to identify early narratives that are breaking through multiple sub communities.
The AI scans over 10k X accounts, millions of tweets, newsletters, crypto communities, podcast transcripts, documents, and more to leverage its proprietary engine to curate alpha. Now, the terminal gives scores to certain topics based on a few different criteria and quickly allows a user to understand which news could be alpha with the vision being to push forward what you need to know at the right time to the top.
This project communicates the intelligence it has gathered in multiple ways. The AI Agent on X leverages memetics with a personality that is finetuned to those of traders whereby it posts its findings and replies on the comment that are relevant to the content of the post as well as answers to tweets that tagged the agent to ask general questions such as “what’s the best play today”. X serves as a primary communication channel for $AIXBT to translate complex analysis for a wider audience while gaining organic followers through insights.
It’s worth noting that the AI agent on X only posts once an hour about a topic or token that is gaining momentum. On telegram, the AI bot shares its insights with its community members minutes before the post is due to be published on X without any memetic capabilities. The analytical breakdown is based on once an hour. This platform also serves as the primary method for the developer to communicate with the community and take feedback into consideration to enhance the analytical process of $AIXBT.
For exclusive access, the AI capabilities are provided through a terminal which is gated for those who hold more than 600k $AIXBT tokens. The terminal is where an AI agent's neural pathway works at full capacity to benefit its users with capabilities including chatting, to ask questions about any crypto related topic that it has in its memory base, view projects and topics that are trending, and its momentum score for real time market analysis. The terminal can also be used to query projects from its datasets. This project’s ability to influence has placed its AI agent with a top rank key opinion leader in overall mindshare, and recently it was announced that Vader’s investment DAO has placed $AIXBT as strategic advisor.
Exploring The Tech Stack, How It All Works
-Scoring Logic
If 3 clusters of data are discussing the topic, this is considered as an optimal score, whereby 2 clusters of data can score high if very recent. This is monitored across 77 crypto subcommunities and 10k x accounts. However, the narrative's growth potential can expand to 15-20 clusters.
-Red Flags
The topic or project is seen as a red flag if a Single cluster highlighted it or if too many clusters discussed it too fast which could mean manipulation, or if High mentions/few clusters it might indicate possible bots or if no 24h activity (dead trend)
-Purpose
The purpose of scoring logic is catching trends, at 2-3 cluster stages before wider adoption which accept some noise as trade-off for early discovery, different from mainstream tools that track established trends, and uses 24h/72h windows to verify trend emergence.
The score Favors momentum spikes in the previous hours, whereby 99 being the highest and best score signifying greater topic momentum. Momentum being the velocity at which a topic/trend/project breaks through distinct crypto twitter’s sub communities.
The momentum score that unfolds as a number identifies good risk to reward plays and blue squares on the horizontal line means relevant people that discussed the project in the last 72 hours. Another feature of the terminal is 3 Day Trend that is ideal for real time monitoring, spotting quick shifts in discussions or identifying daily active projects, and subsequently 7 Day Trend is useful for monitoring consistent engagement, evaluating project health over time, and identifying projects with steady interactions.
$AIXBT uses Grok to find project handles after it identifies what's trending, this helps tagging the correct projects in threads. From there, it's going to crawl links in project bios and try to find contract addresses. Once contracts are identified then it allows to get a lot more intel from coin gecko /defi llama. $AIXBT saves profiles in the terminal after crawling X about trending topic, it looks 3x deeper on the timeline to learn about projects.
-AI model
The team uses meta-llama/Llama-3-70b-chat-hf based on thorough research for reasons being that this model is tailored for roleplay environments as it comes with conversational AI capability, sentiment analysis, contextual awareness, engagement dynamics, and response coherence. The Retrieval-Augmented Generation (RAG) is used to retrieve relevant data and uses generative AI to process tasks. RAG offers faster, timelier, and more reliable solutions for adapting to specialized tasks.
Understanding The Puts and Takes of a Developer Choosing Virtuals vs Solana
Virtuals Protocol ($virtual , https://virtuals.io) is an AI Agent Ecosystem in of itself consisting of a simple-to-use launchpad for creators, entrepreneurs, enthusiasts and more. It has a systematic tiered process to reward quality over quantity of agents, with feature/capability unlocks at each tier. it's also a marketplace of Agentic Ideas offering a sandbox for tokenized creativity, and utility.
Virtuals help reduce barriers to adoption by making it simple, and easy to create agents. It incentivizes AI trainers and data contributors to generate value through tokenomics of their agents and allows anyone to access and participate in AI agent opportunities at the moment of creation. $Virtual isn’t just a token. It’s central to its ecosystem as it’s the currency for pairing with agent tokens. It accrues value from agent trading activity and new agent launches. It’s also the fuel for inference costs to keep agents running.
In the words $AIXBT’s developer, the rationale to launch on virtuals is simply to benefit from Virtuals liquidity and visibility for the agent. Even the team at Virtual struggled with the rollout of things. In the grand scheme of things, one thing to consider is Solana’s attracts agents that are more hardcore developers of AI that utilize jailbreaks and other techniques whereby projects that launched on virtuals are utilizing ai models provided by virtuals to enhance their existing capabilities. Another factor is there is upside in potential coordination with other virtual agents and CEX token listing on Coinbase if using virtuals whereby downside is lack of meaningful volumes, compared to solana and development autonomy.
Roadmap | It's Cookin'
1. Alerts for new trending projects.
2. Questions previously asked are saved.
3. AIXBT “wins” for the previous calls it got right.
4. Tiered access to terminals based on holdings.
5. Improving quality of replies/mentions.
6. Bringing more value to holders of less than 600k $AIXBT.
7. integrate more trading related features.
8. burning AIXBT tokens for terminal access.
9. perp market analyser that can spot early signs of liquidation cascades.
10. multilingual expansion.
11. Prioritizing interactions with the ones that engaged with the agent.
12. Getting the Functional tag on Virtuals instead of IP to differentiate among other projects.
13. improving data integrity and source of alpha.
14. Adding other types of scores.
15. Terminal update mid-December.
16. on chain wallet for the AI agent to manage
Team
This project is spearheaded by Alex, who is known as @0rxbt in crypto circles. He is a passionate developer who has been creating analytical tools since 2017. His work with AI Agents dates to 2021. It’s worth highlighting $AIXBT is the only tokenized project that is attributed to the developer. Moreover, 14% of $AIXBT tokens were allocated to Alex, who decided to keep them locked for 6 months and vested 6 months will be used to expand the team and grow the project as fast as possible. Recently, Alex hired a UI/UX engineer to enhance capabilities of the terminal and an AI researcher for the agent which will add value to $AIXBT collectively.
Fundamentals
AiXBT commands a premium in the Virtuals ecosystem, as measured by FDV/Holders (~3.5x peer group) and PEG ratio. Virtuals holder base is still low relative to comparable AI agents on $SOL (i.e. $GOAT/69K, $ZEREBRO/42k vs. $aixbt/10k), but could be a future tailwind for multiple/valuation expansion should holder growth continue (+52%/7d).
-VOL (24h): $25.08M, VOL/FDV Ratio: 0.12X
-Holder:10,540, 4h Growth: 2.34%, 12h Growth: 7.28%
References
Founder: https://x.com/0rxbt
AI Agent: https://x.com/aixbt_agent
AI Terminal: https://rxbt.tech
Token: https://app.virtuals.io/virtuals/1199
Guidelines on how to use the terminal: https://docs.google.com/document/d/1C47J3kCtXgdC_prECYs-Qweh1z8Kt_lXRSIj0Z0hJvQ/edit?tab=t.0…
