X (formerly Twitter) has become a noisy battleground. Engagement can be bought, bots inflate numbers, and authentic voices often get lost in the crowd. For brands and creators, it’s harder than ever to separate real influence from spam.
The newly launched Bitcast X Subnet Mechanism introduces a transparent, on-chain system that measures real influence across social media, that rewards credibility, not vanity metrics.
The Problem With Social Influence Today
On X, the signal-to-noise ratio is broken. Followers can be fake, engagement can be bought, and metrics like likes or impressions rarely reflect genuine impact.
For decentralized ecosystems like Bittensor, where community credibility is everything, this is a real problem.
Bitcast’s X Subnet Mechanism aims to solve this by measuring earned reputation, how trusted and respected someone truly is within a network.
A Smarter Way to Measure Influence
The Bitcast X Subnet Mechanism uses a PageRank-style model that identifies trusted voices within a niche community.
Here’s how it works:
a. Endorsements build Credibility
When influential accounts quote, retweet, or mention you, those actions count as endorsements.
The stronger your endorsers, the higher your influence score.
b. The Bittensor Niche First
The first mapped community is the Bittensor ecosystem itself: builders, validators, researchers, and creators shaping decentralized AI.
c. Quality over Quantity
It’s not about who posts the most—it’s about whose voice carries weight in real conversations.
Mining for Influence, Not Hype
Mining on Bitcast-X is simple, fast, and completely non-technical.
a. Visit x.bitcast.network
b. Generate your unique registration code (linked to your wallet)
c. Tweet the code once
That’s it, you’d be automatically registered and ready to earn.
This process involves no GitHub setup, no servers and absolutely no technical barriers.
Only the top 150 most trusted accounts in the Bittensor conversation will qualify to mine (those with high influence score).
Each week, the whitelist updates automatically: those who gain influence rise in, and those who lose credibility drop out.
Brand Briefs: Turning Influence Into Earnings
Starting November 12, 2025, Bitcast will release its first brand brief, a curated campaign that rewards creators for authentic participation.
When a brief concludes, creators who met the goals will earn from a shared reward pool, distributed according to:
a. Their influence score, and
b. The influence of those who endorsed (retweeted or quoted) their content
In other words, the more real impact your content has, the higher your rewards.
Why It Matters
This system brings transparency, fairness, and accountability back to social media marketing.
a. For marketers: It provides measurable reach through genuine voices.
b. For creators: It ensures rewards are earned through real engagement, not inflated metrics.
c. For Bittensor: It showcases how decentralized systems can redefine digital credibility.
The Bigger Vision
Bitcast is more than a subnet, it’s a foundation for authentic digital marketing.
Starting with the Bittensor ecosystem, it aims to expand into broader communities, helping brands and creators connect through verified, human influence.
The goal is to build a new internet of trust, one signal at a time.
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