BuilderRadar

Ranking framework

Methodology

Builder Radar is designed to surface communities that are genuinely building. We focus on execution signals from Discord activity and project updates so users can evaluate conviction before becoming holders.

Our model is intentionally practical: analyze observable behavior, measure consistency, and evaluate signal quality over time.

Community Activity

We analyze Discord activity to evaluate whether a community is consistently active and genuinely engaged.

  • - Message volume over time
  • - Distribution of participation (not just a few loud users)
  • - Consistency of daily engagement

Sustained participation is weighted higher than short-term spikes.

Builder Consistency

We measure how consistently a team communicates progress and ships meaningful updates.

  • - Announcements and updates
  • - Feature releases
  • - Development-related communication

Teams that ship and communicate consistently score higher than teams driven by marketing cycles.

Organic Users

Not all activity has equal signal value. We evaluate interaction quality to filter low-signal behavior.

  • - Meaningful discussion quality
  • - Signals that indicate organic participation
  • - Patterns associated with spam, bot, or artificial engagement

Organic participation and meaningful discussion are prioritized.

Stability Over Time

We evaluate consistency across time windows rather than temporary bursts of attention.

  • - Steady engagement trend over time
  • - Consistent communication cadence
  • - Durability of activity patterns

Long-term stability scores higher than short-lived attention.

Scoring Philosophy

Each project receives an Activity Score derived from a weighted combination of the four pillars above. We do not rely on a single metric. The score is designed as a directional indicator of real activity, builder reliability, and community strength.

What We Do Not Measure

Builder Radar intentionally excludes hype-driven metrics that can distort perception and overstate project quality.

  • - Floor price
  • - Trading volume
  • - Influencer promotion
  • - Paid visibility

Anti-Gaming and Transparency

We continuously refine the methodology to reduce manipulation. Short-term spikes, inorganic activity, and coordinated behavior are discounted in favor of sustained and organic engagement.

The framework evolves with ecosystem behavior. We prioritize transparency while retaining enough flexibility to limit exploitation. Builder Radar is built to reward long-term builders, not short-term attention hacks.

Builder Radar is a research tool and not financial advice. Users should perform independent due diligence before making decisions.