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Category Archives: Greg Robin Random Walk

Dutch Brothers: Elevated Rewards Campaigns Detects Inflection

Random Walk’s promotional-email AI flagged a near-tripling in Dutch Bros’ loyalty-points campaign cadence months before the print — a leading signal behind management’s softer Q3 comp guide.

WHAT CHANGED

On both the Q1 (May 6) and Q2 2026 (Aug 5) calls, CEO Christine Barone told investors Dutch Bros is “still in the early innings” of personalizing Dutch Rewards — layering win-back offers, frequency-level campaigns, and a newly launched “streaks” mechanic on top of a program that now covers 73%+ of transactions. Management credited that build-out with Dutch Rewards’ “strongest contribution to comp since the start of its customer segmentation journey.”

Random Walk’s AI had already picked up the operational signature of that shift in the raw send data: points- and bonus-point campaigns to BROS’ list nearly tripled to 69 sends between April 1 and July 19, 2026 (vs. 23 a year earlier), while merch/sticker drops — the brand’s other classic promo lever — stayed roughly flat. That mix shift toward algorithmic, points-based engagement built through the spring, well before management’s Aug. 5 print guided Q3 system comp down to ~4–5%, from 5.8% in Q2.

What Our AI Found in the Email Data
Points/bonus-point campaigns roughly tripled: 69 sends between Apr 1–Jul 19, 2026 vs. 23 in the same window a year earlier (+200% YoY) — the single largest change in BROS’ promotional mix.
Cadence went from occasional to near-daily: by June and July, most weeks carried 2–5 separate points/bonus emails (weekday “boost after Xpm,” weekend 2X/3X, streak bonuses, flash “Score BIG” drops) — see Exhibit 2.
Merch/sticker/collectible drops held flat: 5 drops this year vs. 4 last year — no comparable step-change.
The shift predates the print: the ramp in points-campaign volume was already visible in Random Walk’s data by mid-April, roughly four months before management confirmed the loyalty push and guided Q3 comp lower on Aug. 5.
Connecting the Dots: Loyalty Intensity vs. the Comp Deceleration
Management’s own framing lines up closely with what Random Walk’s AI surfaced in the send data. On the Q2 call, CFO Josh Guenser attributed the softer Q3 system comp guide (~4–5%, down from 5.8% in Q2) to “more difficult transaction comparisons, lower effective pricing, and the lap of the food-program rollout.” Barone, meanwhile, confirmed Dutch Rewards — not price — delivered its strongest-ever contribution to comp. BROS appears to be leaning harder on points-based engagement to defend transactions as its pricing tailwind fades — and it’s structural, not a one-quarter blip: total promotional campaign volume has roughly doubled or more every year since 2024 (Exhibit 3).
 Conclusion
Dutch Bros’ Q2 beat masks a mix shift that shows up first in the email data: a near-tripling of points/bonus-point sends against a flat merch/sticker cadence, running months ahead of management’s own disclosure of a loyalty-driven comp. With Q3 guidance already reflecting harder compares and a fading pricing tailwind, the durability of BROS’ comp increasingly hinges on how much further the points-engagement lever can be pulled — a dynamic Random Walk’s promotional AI will continue to track in near real time.

Claude MCP +RW SPOTs the change

Our promotional ensemble revealed unusual discounts in the form of never seen before “75% off” language to attempt to push free users to premium.

However, leveraging Claude, it was able to unearth even more subtle changes. Its clear with years of price hikes for premium Spotify is now having to work harder convert.

RH: Demand Rollover Revealed

RH: Promotional Email March Madness
MARCH 31, 2026Restoration Hardware (RH) reported  worse than expected sales, earnings and provided a tepid outlook. 

Since our system uncovered and alerted investors to the inflection in late January, shares have collapsed 50%.

Most aligned with our process, RH guided Q1 revenues nearly $90 mm below consensus.   Our promotional ensemble revealed a reversal in the controlled promotional volumes we tracked late last year.   This Spring, we uncovered rapidly ramping campaign volumes and discounting language.  Instead of 1-2 campaigns a week, in March we tracked near daily push offers.  

Intensity also ramped, with our systems capturing escalating language with more 70% discounts, culminating in near daily offers the past 14 days. 

 Random Walk Promotional Dashboard
As can be seen below, our ensemlbe triggered a code ‘red’ incicating steep 70% or higher discount language in the subject line. 

Reviewing Key Indices
As can be seen below investors receiving our weekly index data were alerted to sharp deviations in two key indices: Total, and Steep,

  • Total Index after several quarters of stability ramped back above PY levels
  • Steep Index further validated a change in how management was viewing demand.

 ‘March Madness’ Promotional Calendar 
Our heat map detects the explosive growth in blasts and campaign frequency to leads with a disastrous end of March panic

TPR: Coach continues hot streak as promos evaporate

Another unbelievably strong quarter from Tapestry as consumer preferences further shift towards Coach. This has been an exciting one for Random Walk as continued sharp declines in email promotional campaigns have predicted this robust growth.

From the time our system tracked declining volumes of clearance emails and steep discounts shares are now up more than 110%!

Today’s Q2 results featuring 25% growth in Coach and strong gains in margins further validate our mission: when brands see robust organic growth, they quickly respond by reducing promotional email campaigns.

Our new dashboard shows every critical category from significant discounts to our clearance index in sharp decline. What an outlier!

Bath & Body Works (BBWI) vs Walmart(WMT): Diverging Preferences Revealed

With rampant inflation continuing to chew into consumers purchasing power, we continue to see a shift away from demand for discretionary knick-knacks towards critical household staples including food and clothing. The diverging promotional growth patterns in BBWI and WMT make this trend apparent.

>  BBWI forecast high single digit declines for the critical Q4 holiday quarter, noting a challenging  start to holiday shopping beginning in Q3 … highly competitive environment”.

>. BBWI management’s final comment directly aligns the the email campaigns we tracked “…our customers are waiting for deeper discounts before making purchases.”

Gross Profit Rate declined  220 basis points as management noted “increased promotional activity to clear inventory”.

Walmart (WMT) vs Bath & Body Works (BBWI) Not all retailers are exploding their promotional campaigns and email volumes.  As seen below WMT total volumes actually declined into peak shopping season as consumer preferences shifted towards cost effective core needs and away from discretionary scented candles and bubbles..

We captured explosive growth in 75% off campaigns from BBWI

Additionally BBWI was forced to grow BOGO campaigns by nearly 300%

CMG, CAKE CAVA, CBRL, MCD, YUM: Unusual Email Campaigns

Our promotional ensemble was successful in detecting the inflection in Chipotle and Cava. As organic demand slowed both ‘bowl’ sellers began offering more and more freebies to their most loyal customers. Additionally, “new” product promotions and deals were send to a higher percentage of their lists. Instead of select targeted campaigns, massive blasts triggered our promotional ensemble.

Steve discussed the unusual activity in the restaurant sector

American Eagle, Sydney Sweeney & Email Discount Index

Steve discusses how the Random Walk Promotional Ensemble improved after the Sydney Sweeney campaign.

Systematic Scan of Millions of Emails to Detect Inflections

  • This week our system detected unusual activity in: CBRL, CRI, LEN, LULU, PZZA, SIG, ULTA, W
  • Our process helps discover brands that are struggling to move product and resorting to changing keywords in campaigns
  • Robust panel access helps reveal discounts sent to specific cohorts that are ‘invisible’ to coupon clippers on the sell-side
  • 8 year history enables comparisons vs other outlier periods such as COVID

Consumer Preferences are Shifting is Your Investment Process?

FEBRUARY 13, 2025

Are your research dollars  allocated to detecting real inflections or have your overspent on predicting the present?

> Explosion in alternative data has led increased precision in predicting KPIs such as current quarter revenues and same store sales.

> Sudden share revaluations in brands such as DASH, MTCH, BROS, SIG, MODG and PLAY indicate  significant opportunities remain in detecting organic inflections.

Missing the Forest

The above advertisement from 1996 was prescient, but our promotional ensemble data can help investors better understand the tidal wave of changes that are occurring in real-time.

Institutional investors’ thirst for edge has led to overconsumption of complex ‘information’ that often misses the bigger shifts in preferences.  Random Walk focuses on uncovering more actionable inflections based on changes in core demand for products and services through our Promotional Ensemble.

Stay Home and Swipe.

Perhaps mostly driven by 5G and engineered addiction of smart phones consumers are moving away from activities popular in the past. Dating, courtship, buying engagement rings and the products of Signet and marriage appear to be substituted by ordering Wingstop delivery on DoorDash and betting on sports with Draftkings.

Getting together and going out for in person entertainment at Topgolf or Dave & Busters is being replaced by swiping through Insta.

Random Walk Promotional Ensemble

When brands are struggling to generate demand the easiest and most cost effective band-aid is to blast out email discounts. This is where the Random Walk process provides unique edge. We have been capturing, categorizing and classifying millions of email promotions from leading brands for more than 7 years. If decaying inventory isn’t moving quick enough, without spending much on advertising, brands just push out escalating discounts to leads. Conversely, when organic demand is growing brands slow email campaigns.

DraftKings (DKNG): New deposit confirmations explode higher as consumers stay home and bet on sports.
DoorDash (DASH): You’ll eat in.  Doordash will bring food to you so you can stay inside. Our promotional ensemble indicates reduced incentives and email discounts as diners continue to grow rapidly.
TopGolf (MODG):  Interest in going out to TopGolf and shanking balls is waning as our promotional ensemble detects rapid growth in game play related gift cards and discounts.
Dutch Brothers (BROS): Take it home no need for a cafe.  Reduced promotional email volumes from Dutch Brothers

Alternative Data Podcast- Promotional Ensemble History

Random Walk has been serving investors for 14 years. After years of focusing on clicksteam, foot traffic data and other online measurement, in 2017 we shifted to focusing on creating the most quantitatively accurate promotional ensemble in the industry. As others used tractional data to incorrectly assess demand in department stores such as JC Penny, our process alerted investors that these sales were just a result of liquidation coupons.

Listen to learn more about our methodology is different than other big data providers below:

Greg’s chat with Mark Fleming-Williams on Apple Podcasts

Below: skyrocketing steep discounts and a rise in the effective discount uncover the inflection.

Promotional Ensemble for JC Penny: 2017 Liquidation coupon explosion inconsistent with a rebound in organic demand.