Promotional Ensemble
Random Walk captures millions of consumer emails, and our AI alerts investors the moment brands respond to demand changes.
How the ensemble works
We generate and maintain the industry's most accurate quantitative promotional trend data. When demand softens, management teams react: deeper discounts, earlier clearance, more emails.
Real-time monitoring of promotional email from 300+ consumer brands, with year-over-year history behind every offer.
Random Walk AI reads each campaign and tags the offer type, discount depth and cadence, turning free-form marketing copy into comparable data.
Pattern changes versus each brand's own history surface as positive and negative inflections, delivered in the Weekly Inflections report, the dashboard and Claude.
Case studies
Points and bonus-point campaigns nearly tripled months before management guided Q3 comps lower.
Steep discounts fell more than 35% and campaigns dropped by nearly 200 before a 240 bps margin expansion.
Incentive promotions ran about 18x the prior year in Q1 2026, ahead of comps falling to −1.7% from +11.7%.
Steep-discount promotional email ran about 28x the prior year in spring 2024, ahead of a 350 bps drop in Q1 gross margin.
Recent promotional outliers
Hollister is discounting harder, with fall clearance arriving a week earlier than last year and an extra 25% off three or more items. Abercrombie is pulling back: its late-August sale topped out at 30% off against 50% last year.
Brand splitQuick! Up to 70% off
went out September 17. Last year Levi's sent no discount email in the two weeks after Labor Day.
Get 80% off with Super Family!
went to about 12M on August 18, a first for the brand.
Clearance clothing went to an extra 90% off in-store on September 18 and 20, a rate Academy had used only once before, in March, against an extra 50% last September.
Sep 18 & 20Get a FREE Double Cheeseburger
went to about 9.9M on September 18, after free fries on August 13: the first full-list free-food offers since December.
Rivers of Europe Sale: Save up to 40%
on September 14 was Viking's first percentage-off headline since at least January 2025. Its sales usually lead with free airfare.
Up to 50% off everything
went out for a second straight week on September 17. Last year's fall storewide sale named no rate and ran only once.
Expedia and Hotels.com now lead with up to 40%
instead of 25% or more.
The fall weekend sale said 40% off
in every email, not last year's 40/30/20% draw.
The Random Walk MCP server puts the promotional data repository and classification engine inside Claude. With the power of AI, surface previously undetectable changes in how brands communicate with leads and customers.
discount_indicesproduct_launchesclearanceloyalty_incentivespromotional_volumes
Occasional updates from Random Walk: new datasets and features, and the standout promotional outliers our ensemble surfaces.