AI Inspiration World uses available real signals and shows uncertainty when evidence is limited.
The engine may consider verified reach, first-party platform engagement, momentum, trusted community activity, market breadth, and freshness. Missing signals are unavailable—not zero—and low-volume results are smoothed toward their peer group.
Skills use the same versioned ranking framework and confidence rules, with a separate signal provider for real Skill usage, source interest and trusted community evidence. Unavailable signals remain unavailable, and no synthetic Top 10 is published.
The future market score can consider public demand, product launches, developer activity, commercialization, talent and research, and platform activity. No Market Heat score is published until real sources are connected.
Confidence labels reflect data volume, independent signals, observation time, verification, and fraud review. Sensitive anti-abuse thresholds and bot-detection rules are not published.
Current formula version: v1
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