Consumer & Retail Ops data feeds

Wayfair's promo intensity is a real-time proxy for excess inventory/liquidity stress ahead of guidance → W stock

lengthening ship windows signal demand exceeding supply (bullish) or supply constraint (mixed); shortening windows mid-cycle signal soft demand → AAPL stock, product-cycle sell-through

store-level stockouts of specific configs (e.g., Pro Max top storage) 48-72h after launch predict initial demand strength by region → AAPL launch-quarter revenue

rising inventory counts pre-quarter-end are a classic tell of demand softness requiring price cuts → TSLA stock

CMG has raised prices multiple times; tracking pace/dispersion of increases predicts comp-sales and margin before earnings → CMG stock

Nike's shift to heavier discounting off nike.com (vs wholesale) is a well-tracked but still mechanically-clockable margin-erosion signal → NKE stock

promo escalation (e.g., 40% off becoming 50%+ more often) across the whole portfolio front-runs comp-sales/margin guidance → GAP stock

slot saturation (no slots vs many) is a live proxy for order volume/labor strain around key shopping weeks → TGT stock

review velocity is a decent proxy for unit-sales velocity per SKU when Amazon doesn't publish sales ranks reliably; aggregated across a category gives a demand nowcast → home-goods category demand, indirect Wayfair/WSM read

speed/breadth of deal-hub refresh during key promo events (back-to-school, Black Friday) is a real-time read on how aggressively retailers need to move inventory this cycle vs last → BBY, TGT, WMT stock (holiday-quarter read)

a hand-built, narrow CPI-food-at-home nowcast from actual retailer circulars, ahead of BLS CPI release and useful for KR/ACI margin reads → KR, ACI stock; food CPI subcomponent

real seat-map fill at showtime minus 24 hours is a truer, earlier box-office predictor than third-party tracking-service estimates → AMC, CNK, CMCSA (Universal) and studio releases