AI Feed

🎯 Today's Top Picks

The 5 most actionable signals across all extracted data, distilled. Convergence = scout consensus forming. BUY = cheap revenue + improving fundamentals. Velocity = mention acceleration. Flagged tickers excluded. Click any card to drill into the full tile below.

🔥 Hot Now — what to look at

Three lenses on the same alpha surface. Click any ticker to open its full detail card with catalysts, metrics, source quotes.

🎯 Q&A Heatmap — what's being investigated

Tickers where multiple scouts BOTH received questions about (Q-side) AND replied (A-side) in the last 7 days. The convergence axis filters out grammatical-English-word noise — words like $AGENT/$LAYER/$BUILD land in answers but never in questions, so they don't surface here. Inline excerpts are raw scout reply text, no verdict classification — read the tone yourself, link out for full context.

💰 Revenue Screener — BUY / WATCH / CAUTION

Tickers ranked by P/E + revenue trend + cross-source confidence. BUY = cheap P/E + improving fundamentals. WATCH = fair value, monitor catalysts. CAUTION = revenue declining or contested.

Generated daily by shared/socials/learning/daily_intelligence_brief.py. Source revenue from DefiLlama + scout claims; P/E categories: very_cheap (<1) → cheap (1-10) → fair (10-30) → expensive (30-100) → very_expensive (>100).

📈 Momentum Movers — what's heating up / cooling down

Top entities by 7-day mention acceleration vs prior baseline. Acceleration multiplier shows how much louder a project got this week relative to its trailing average. Up = candidates for "got hot" attention; down = waning narrative.

From momentum_rankings.json. Most acceleration spikes are pump-and-dump candidates — cross-reference with the Revenue Screener above to filter signal from noise.

📅 Live Catalyst Feed — every catalyst BRAID extracted

Every project-level catalyst the BRAID extraction layer has captured across all 12 scouts, deduped and ranked by tier × quality × project signal. Includes the verbatim source quote and a link back to the original tweet. Filter by tier, type, or ticker to drill into specific signals.

🔁 State Transitions — projects that just changed

Tickers whose scout-tracked state moved this run (e.g. neutral → growing, growing → capitulation). Fresh transitions are the closest signal to "scout just changed their mind" — the leading edge of conviction shifts before they show up in price.

Revenue Quality — P/E + Accuracy

Objective revenue (DefiLlama) cross-validated against scout claims. Badges show source + agreement tier + whether fees actually accrue to the token. Rows sort by agreement tier (most trusted first).

Legend: ✓ confirmed (DefiLlama ≤10% apart) · ⚠ divergent (10-30%) · ✗ contested (>30%, demoted) · [DL] DefiLlama · [lp] fees to LPs not token · [gas] chain-gas proxy · [direct] fees accrue to token · ~ period guessed

Daily Digest

Macro picture · cross-scout convergence · reply-pileup signals · revenue screener · BUY/WATCH/CAUTION · data health. The full cross-scout intelligence rollup, same content as the operator Telegram digest.

Generated by the Daily Digest pipeline step. Full archive: digest-reports/

Scout Report

Deep value opportunities + revenue leaders. Auto-extracted by the 13 AI scouts during today's pipeline. Updated once per daily run.

Generated by scripts/scout_report.py. Full archive: scout-reports/