USDA Report 3228 is the weekly National Retail Feature Activity Report, published by the AMS Livestock, Poultry, and Grain Market News division every Friday afternoon. It counts the number of US grocery stores that are running an advertised feature on each beef, pork, and chicken cut during the prior week. The number is one of the most powerful leading indicators in wholesale meat trading, and it is one of the least-read public datasets in the protein complex.
A wholesale buyer who reads 3228 weekly and acts on the signal it gives gets a two to three week head start on wholesale price moves driven by retail demand pull. That lead time is worth real money on rotating-coverage decisions.
What the report actually measures
3228 surveys upwards of 29,000 US grocery stores each week, with the exact base varying by chain participation. For each protein category and each specific cut, it counts:
- Total number of stores featuring the cut - Average advertised retail price per pound - Week-over-week change in store count - Year-over-year change in store count
A "feature" is an item appearing in a store's weekly advertised circular at a promotional price. Featured cuts move multiples of the volume of unadvertised cuts at the same store, which makes the store count a direct measurement of how much retail-channel demand is being pulled into the next week's consumer purchases.
The report breaks out each protein by cut group and then by individual item. On the beef side that means rib, loin, sirloin, chuck, round, brisket, ground beef, and deli groups, with the specific cuts (ribeye, strip, tenderloin, ground beef by lean point, chuck roast, top round, and more) listed inside each. Each line is a tradable signal.
The two to three week lead time
The mechanic that makes 3228 a leading indicator is the gap between retail feature commitment and wholesale demand impact. A retailer commits to a feature program four to six weeks ahead of the in-store week. The promotional pricing, ad spend, and store-level inventory positioning are all locked at that point. When the feature week arrives, retail consumption surges, store inventories draw down, and the retailer's wholesale buyer goes to market to refill for the following week's program.
The wholesale pull happens approximately one to two weeks after the in-store feature week. The wholesale price impact follows another one to two weeks later as packers respond to firmer demand on featured cuts. The total lead time from 3228 report publication to wholesale price impact is therefore two to three weeks on most cuts.
The exception is fresh ground beef, where the cycle is compressed because retailers grind in-store from primal blocks they bought two to four days earlier. Ground beef wholesale impact from a 3228 surge can show up within one week of the report.
What the signals look like
A few patterns are particularly actionable.
Ribeye runs near 4,500 featuring stores in a typical week of the 2023 to 2026 survey history. A print past roughly 10,000 stores puts the week in the top fifth of all weeks, and the big holiday pushes (Father's Day, July 4, the December window) have printed past 20,000. A top-quintile ribeye week is the advance signal that retailers are leaning into a middle-meat pull, and the wholesale ribeye print tends to firm over the following weeks as those programs refill.
Ground beef runs near 20,000 featuring stores in a normal week. Past roughly 26,000 the week is in the top fifth, and the biggest grind pushes on record have printed into the 40,000s and above. A top-quintile ground beef week signals a broad grind program, which pulls on the lean trim ladder (81CL, 65CL, 50CL together) within a couple of weeks. Ground beef features cluster around Memorial Day, Labor Day, and the back-to-school weeks of late August.
Pork loin features run in a less predictable cycle than beef because pork retail promotion is more sensitive to packer-side promotional dollars, which fluctuate quarter to quarter. The usable read is the same shape: a week that jumps well above the cut's own recent range signals a whole-loin push that firms the boneless loin and tenderloin over the following weeks.
Chicken breast is the biggest single line in the report: a normal week runs near 33,000 featuring stores, and a surge past roughly 40,000 puts the week in the top fifth. During football season, wings take over the chicken feature category and breast counts compress; the wing count is the relevant signal in that window.
What week-over-week deltas tell you
The absolute store count matters, but the week-over-week delta is often a stronger signal. A cut that roughly doubles its featuring stores in a single week (say a ribeye print jumping from 4,500 to 9,000) is showing accelerated retailer commitment, which usually means the feature program is responding to a specific cost or supply event. A cut that gives back half its count week over week is showing retailer pullback, which often precedes wholesale softening on the corresponding cut.
The classic setup is a category showing simultaneous week-over-week store count surge AND year-over-year store count gain. Both directions confirming means the retail pull is genuine and not just a calendar effect (a feature week shifting between calendar weeks year over year). Wholesale impact on simultaneous-confirmation surges is typically larger and faster than on store-count moves that confirm in only one dimension.
Where 3228 misleads
The report is honest but it has two built-in limitations a buyer needs to factor in.
First, it surveys a self-selecting sample of US grocery chains. Some major chains participate consistently, some participate sporadically, and a handful never report. Walmart's participation pattern in particular has shifted over the years. The headline store counts therefore measure feature activity at participating chains, not US grocery total. A change in participation can swing the weekly number in ways that don't reflect actual retail behavior. The week-over-week trend within a stable participation set is more reliable than the absolute level across years.
Second, the report measures feature commitment, not feature execution. A store that commits to a ribeye feature can run out of inventory mid-week and reduce the actual sell-through below what the feature count implies. In tight-supply conditions this happens more often, which is why the relationship between 3228 store counts and wholesale price impact is reliable directionally but variable in magnitude.
When the report is most useful
3228 is most actionable during three specific windows in the calendar:
April through May for the Memorial Day cycle. Watch for ribeye, strip, brisket, and ground beef counts beginning to ramp in mid-April. A ramp two weeks earlier than the prior year is a signal that retailers see the cattle market backdrop as supportive and are pushing harder into the holiday weekend.
Mid-June through early July for Father's Day and July 4. Same cuts, compressed timeline.
Mid-August for Labor Day. Slightly different cut mix because Labor Day grilling is more focused on grind, hot dogs, and entry-level cuts than the higher-dollar middle meats of Memorial Day and July 4.
Outside these windows the report is still informative but the moves are smaller and the signal-to-noise is lower.
Reading 3228 on Meat Read
Meat Read's Retail Features surface tracks 3228 weekly across beef, pork, and chicken, with week-over-week and year-over-year deltas highlighted by cut. The activity index aggregates the report into a single readable number per protein so the week's overall promotional pulse is visible at a glance, and the per-cut detail lets a buyer drill into the specific signals that affect their book. Cross-referenced against the cutout chart on the same site, the lead-time relationship between retail feature surge and wholesale price impact becomes visible in real time.
For any buyer rotating coverage on a one to four week horizon, 3228 is the highest-leverage public dataset they're not yet reading.