Sustained Positive Social Engagement and Content Activity Surge

To make this repeatable:

Define a basket of social metrics to monitor daily and weekly — unique active accounts posting, new account creations, number of posts with non-zero rewards, median upvote value, comment-to-post ratio (engagement depth), and total STEEM rewards distributed.

Use natural-language sentiment analysis on a sample of posts and replies to determine net sentiment polarity, and apply bot/sybil detection heuristics (e.g., unnatural posting cadence, repeated content, identical reward patterns).

The bullish configuration is sustained growth across multiple metrics (for instance, unique authors +20% week-on-week, new accounts +15%, and rewards distributed +25%) combined with positive sentiment and declining exchange balances.

Important corroborating on-chain checks:

Rising power-ups by creators, net exchange outflows, and increasing stake-weighted activity (more votes from vested accounts) strengthen the likelihood that social activity maps to meaningful token demand.

Failure modes:

Coordinated promotions, bounty campaigns, or wash activity can inflate engagement metrics without real demand; such cases often show abnormal patterns (burst activity followed by rapid drop-off, homogeneous content, small reward fragmentation).

Practical monitoring:

Set multi-metric thresholds and require persistence (e.g., at least 5–7 consecutive days) before treating as a meaningful signal.

Time the trading action:

Use social surge as an early-warning indicator to increase monitoring and readiness to add exposure on confirmation via flows and order-book improvements.

Risk management:

Social-led rallies can be fast and volatile, so prefer scaled entries and protect positions with stop rules and size limits relative to average daily volume.