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advertising·attribution

Primary demand advertising also sells your competitors' product

Published 2026-10-17

Primary demand advertising sells a whole category, not one brand. In the US, 21 federal research and promotion boards buy it, funded by assessments on the industries they promote.

21 federal checkoff boards fund ads for a whole commodity, from beef to Christmas trees. Those ads lift every seller in the category, so no click report can show what they earned. The boards prove their return with an economic model instead, and the law makes them publish the result.

Primary demand versus selective demand

Primary demand advertising promotes a product category, such as milk or beef, so that the whole market grows. Selective demand advertising promotes one brand, so that it takes share from the others.

US law draws the same line. It says a producer’s own advertising is “typically designed to increase the share of the market” held by that producer, while a generic program is designed to increase “the overall demand” for the commodity (7 U.S.C. 7401).

Primary demandSelective demand
GoalA bigger categoryA bigger share of the category
Who gainsEvery seller in the categoryThe advertiser
What proves it workedCategory sales against a no-ads scenarioBrand sales and share, often attributed conversions

The famous campaigns are checkoff campaigns

Four well-known examples were paid for by commodity programs, not by one company.

CampaignOwnerLaunched (owner’s own date)What the owner says
Pork. The Other White Meat.National Pork Board1987Its goal was to increase demand for pork and dispel its reputation as a fatty protein
The Fabric Of Our LivesCotton Incorporated1989The company was founded in 1970 because synthetic fibres were taking cotton’s share
Beef. It’s What’s For Dinner.Beef Checkoff, through NCBA1992Seen at launch as “a catalyst for pushing beef to the forefront of consumer advertising”
got milk?California Milk Processor BoardBoard since 1993 (no campaign year given)—

“The Incredible Edible Egg” is not in the table. No page from the American Egg Board gives its launch year, and a date copied from trade press is worth less than an empty row.

The 21 boards, what each one charges, and what it reports back

Congress has authorized industry-funded research and promotion boards since 1966. Each one funds itself with an assessment on its commodity, and its mission is to “maintain and expand the markets” for it. Dairy Act assessments totalled $343.6 million in 2024.

Read on 12 October 2026 from each program’s USDA page. Every cell is in the sources below.

CommodityBoardAssessmentPublished return per $1
BeefCattlemen’s Beef Board$1 per head, each time cattle are sold$13.41 (2019–2023)
BlueberriesU.S. Highbush Blueberry Council$18 per ton—
Christmas treesReal Christmas Tree Board$0.15 per tree (initial rate)—
CottonCotton Board, via Cotton Incorporated$1.00 per bale plus 0.5% of its value—
DairyNational Dairy Promotion & Research Board15 cents per hundredweight$5.93 (1995–2024)
EggsAmerican Egg Board10 cents per 30-dozen caseabout $8.11 (no period given)
Fluid milkMilkPEP20 cents per hundredweight$5.14 (1995–2024)
Hass avocadosHass Avocado Board2.5 cents per pound$2.47 (2018–2022, all six avocado demand organisations)
HoneyNational Honey Board1.5 cents per pound—
LambAmerican Lamb Board$0.007 per pound; $0.42 per head for first handlers—
MangosNational Mango Boardthree quarters of a cent per pound—
MushroomsMushroom CouncilSet yearly, capped at 1 cent per pound—
PeanutsNational Peanut Board$3.55 or $1.25 per ton, by grade—
PecansAmerican Pecan Promotion Board$0.02 per pound in-shell, $0.04 shelled (initial)—
PopcornPopcorn Board6 cents per hundredweight—
PorkNational Pork Board$0.35 per $100 of market value—
PotatoesPotatoes USA3 cents per hundredweight—
Softwood lumberSoftwood Lumber Board41 cents per thousand board feet—
SorghumUnited Sorghum Checkoff Program0.6% of net market value (grain)—
SoybeansUnited Soybean Board0.5% of net market price$12.30 (calculated from 1991)
WatermelonsNational Watermelon Promotion Board3 cents per hundredweight each, producers and handlers19 to 1 (2017–2021)

Fourteen of the 21 rows have a dash. The law requires every board to publish an evaluation, so a dash means we found no return figure on the AMS page, the board’s own site or a USDA report, not that no evaluation exists. One cell is not the AMS figure: the AMS mushroom page gives “0.0055 cents per pound”, which reads as a unit error, so the table uses the cap in the order itself.

Do not rank the last column. The evaluators, periods and methods differ, and the dairy figure measures producer profit. Each number answers its own board’s question.

How they prove it works without attribution

A primary demand ad has no click to follow. A person who sees “Beef. It’s What’s For Dinner.” buys beef in any store, from any brand. There is no click ID, no pixel and no conversion to credit.

So the law asks a different question. Every board must fund an independent evaluation at least every five years and publish it. The beef and dairy evaluations follow the same steps:

  1. Model demand from aggregate data: prices, incomes, spend on promotion, sales.
  2. Run the model again with promotion set to zero. USDA’s dairy report calls this the “no promotion” scenario.
  3. The gap is the effect. For 1995 to 2024, fluid milk use would have averaged 166.60 pounds per person instead of 185.41. For beef over 2019 to 2023, domestic demand would have been 8.5% lower.

This is an incrementality estimate: what would have happened without the ads. It is the question attribution reports cannot answer.

The gain leaks, and even the evaluations say so. The beef study that finds $13.41 per dollar notes that “beef packers and retailers likely benefited” as well, and that those benefits were not measured. The people who paid are not the only ones who gained.

When one company should pay for the category

For a single company, the leak is the whole problem. A category ad lifts every seller. If the lift splits by market share, a company with 20% of the category keeps one in five of the sales the ad creates. The other four go to its competitors.

Primary demand advertising pays for one company when:

  • It holds most of the category, so most of the lift comes back to it.
  • The category itself is at risk. Cotton’s program exists because polyester was taking its market. Pork’s campaign set out to change a reputation for fat. Neither problem has a brand-level fix.
  • It can measure the category, not its clicks. A geographic holdout test or a model with a no-ads scenario can see a category lift. A last-click report credits it to whatever the buyer touched last.

What to do differently

  1. Judge category ads on category sales. If the category grew where the ads ran and not where they did not, the ads worked, whoever got the sale.
  2. Plan the measurement before the spend. Set aside holdout regions, or record spend and sales by week and region for a model. A test designed after the campaign cannot run.
  3. Report the share you keep, not the total lift. The evaluation’s headline return is for the whole category. If the lift splits by market share, your return is that figure times your share.
  4. Keep category and brand budgets in separate lines. Mixed together, the category ad’s lift shows up as cheap brand conversions, and the next budget review moves money to the wrong line.

The checkoff boards measure their ads with a model of total spend against total sales, then a no-ads run of the same model. They never track a single person. That method has a name in performance marketing. When does it beat attribution for your own channels? Start with marketing mix modelling.

Sources

  • US law says an individual producer's own advertising is typically designed to increase that producer's share of the market, while a generic commodity promotion program is designed to maintain or increase the overall demand for the commodity and the size of its market. verified 2026-10-12
  • 7 U.S.C. 7401(c) requires each commodity board to fund an independent evaluation of its promotion programs at least every 5 years, and to make the results available to the public. verified 2026-10-12
  • Since 1966, Congress has authorized industry-funded research and promotion boards, and every program's mission is to maintain and expand the markets for its commodity. AMS lists 21 active boards. verified 2026-10-12
  • Beef: an assessment of $1 per head, collected each time cattle are sold. AMS puts the program at approximately $75 million and gives a return of $11.91 per assessment dollar for 2014 to 2018. verified 2026-10-12
  • An independent study by Harry Kaiser of Cornell, dated 1 July 2024, found each Beef Checkoff dollar returned $13.41 to beef producers and importers over 2019 to 2023, using econometric models of domestic retail demand, retail supply and import demand. verified 2026-10-12
  • Without Beef Checkoff demand-driving activities over 2019 to 2023, total domestic beef demand would have been 8.5% lower. The study adds that beef packers and retailers likely benefited too, but those benefits were not measured. verified 2026-10-12
  • Dairy: 15 cents per hundredweight of milk; importers pay 7.5 cents per hundredweight. verified 2026-10-12
  • Fluid milk: 20 cents per hundredweight, paid by processors marketing over 3 million pounds a month. The board does business as the Milk Processor Education Program (MilkPEP). verified 2026-10-12
  • USDA's Report to Congress on 2024 dairy promotion: Dairy Act assessments totalled $343.6 million in 2024. Over 1995 to 2024, producer profit rose $5.93 for each dollar of demand-enhancing spending, and the return on MilkPEP spending was 5.14. The no-promotion scenario was made by setting promotion spending to zero; fluid milk use would have averaged 166.60 pounds per capita instead of 185.41. verified 2026-10-12
  • Eggs: 10 cents per 30-dozen case. AMS gives the latest evaluation's return as about $8.11 per assessment dollar, with no period stated. verified 2026-10-12
  • Pork: a mandatory assessment of $0.35 per $100 of market value of all pigs sold in the US, effective 1 January 2023. verified 2026-10-12
  • The National Pork Board launched Pork. The Other White Meat in 1987 to increase consumer demand for pork and to dispel pork's reputation as a fatty protein. verified 2026-10-12
  • Beef. It's What's For Dinner. launched in 1992, funded by the Beef Checkoff and set up by the National Cattlemen's Beef Association. The Beef Board says that at launch it was seen as a catalyst for pushing beef to the forefront of consumer advertising. verified 2026-10-12
  • Cotton: $1.00 per bale plus 5/10 of 1 percent of the bale's value. AMS says the program was set up to arrest the decline in demand for cotton caused by competition from manmade fibres, particularly polyester. verified 2026-10-12
  • Cotton Incorporated was founded in 1970 in response to synthetic fibres taking cotton's market share, and launched The Fabric Of Our Lives campaign in 1989. verified 2026-10-12
  • The California Milk Processor Board, creator of the got milk? brand, has existed since 1993. verified 2026-10-12
  • Soybeans: 0.5 of 1 percent of the net market price. AMS reports $124.9 million in assessments for 2024. The latest evaluation, calculated from 1991, estimates a $12.30 return for every program dollar. verified 2026-10-12
  • Hass avocados: 2.5 cents per pound, with a maximum of 5 cents. verified 2026-10-12
  • A UC Davis evaluation of 2018 to 2022 found that the work of all six organisations in the avocado industry's demand programs returned 2.47 for every dollar invested in the category. verified 2026-10-12
  • Watermelons: producers and handlers each pay 3 cents per hundredweight; importers pay 6 cents. verified 2026-10-12
  • The National Watermelon Promotion Board reported a 19:1 return for 2017 to 2021 from an evaluation by Armada Corporate Intelligence. verified 2026-10-12
  • Highbush blueberries: $18 per ton. verified 2026-10-12
  • Christmas trees: an initial rate of $0.15 per tree, capped at 20 cents. verified 2026-10-12
  • Honey: 1.5 cents ($0.015) per pound. verified 2026-10-12
  • Lamb: $0.007 per pound, and first handlers pay $0.42 per head. verified 2026-10-12
  • Mangos: three quarters of a cent per pound. verified 2026-10-12
  • The AMS mushroom program page states the assessment rate as 0.0055 cents per pound. verified 2026-10-17
  • Mushrooms: the order sets the rate in each year's approved budget and caps it at one cent per pound marketed. verified 2026-10-12
  • Peanuts: $3.55 per ton for Segregation 1 peanuts and $1.25 per ton for Segregation 2 and 3. verified 2026-10-12
  • Pecans: an initial rate of $0.02 per pound in-shell and $0.04 per pound shelled. verified 2026-10-12
  • Popcorn: 6 cents per hundredweight, capped at 8 cents. verified 2026-10-12
  • Potatoes: 3 cents per hundredweight. The board does business as Potatoes USA. verified 2026-10-12
  • Softwood lumber: 41 cents per thousand board feet. verified 2026-10-12
  • Sorghum: 0.6 percent of the net market value of grain sorghum and 0.35 percent for sorghum forage. verified 2026-10-12