Commentary

State-Level Ad Spend Predicts Economic Downturn

The general economy historically has been seen as a leading indicator for U.S. ad spending, but a new, first-of-its-kind analysis suggests it may be the other way around, at least in terms of the impact of local ad-spending trends on state-level economies. And it doesn't bode well for foreseeable quarters.

The analysis, conducted by a new econometric modeling team at ad spending tracker Guideline, indicates that recent cuts in local ad spending have accurately predicted declining GDP in about a third of U.S. states in the second half of this year, and based on continuing local ad-spending trends, the Guideline team predicts that will rise to about half of U.S. states in the next quarter or so.

"In the next three-ish months, what we're seeing in our model today, is that about half the state in the U.S. will be in negative territory from a GDP perspective," explains Sean Wright, who recently joined Guideline as Chief Insights and Analytics Officer, after years of market intelligence and NBCUniversal, and at Anheuser-Busch before that.

"Does that necessarily equate to a recession? Not necessarily, depending on those states' contribution to the overall GDP," he said during a briefing taking me through the new Guideline model, "but our data is pointing to a material weakening in the ad market, because economically, a lot of states are starting to struggle."

Wright's model is interesting to me for several reasons, including the fact that I've covered the correlation between the U.S. ad economy and the general economy for nearly half a century, going back to the early days when the late McCann-Erickson forecaster Bob Coen made his annual and semi-annual forecasts.

Back then, Coen always included a section showing a strong correlation between ad spending as a percentage of the U.S. economy, but he never determined which was the leading and which was the lagging indicator.

And while ad spending historically lagged going into and coming out of U.S. economic recessions on a national level, Guideline's Wright says that likely is because it's easier for big national brands to move budgets around depending on what categories they're in, and the effects tend to be more lagging on a national level.

But on a local/state-level, impacting many small- and medium-size advertisers, economic volatility tends to have more immediacy and the new analysis proves it.

"It's more of a bellwether for a weakening economy," Wright said, estimating that shifts in local ad spending are about a 1.5 times more predictive indicator of the economy than national ad spending has historically been.

While a few states appear to be outliers that are less predictable -- New Jersey, Wyoming and Washington, for example -- and at least one state (Hawaii) is showing inexplicable growth, Wright said the data points to an overall downturn in state-level economies that the ad industry should consider in near-term media planning and buying.

"As an agency or a publisher, I'd want to get out ahead of this," Wright cautioned, suggesting that media sales organizations might want to do what they can to pre-book advance ad sales, while agencies might want to hedge on greater flexibility until the economic outlook becomes more stable.

In terms of national ad commitments, national TV upfront advertising buys historically are firm for the fourth quarter, are about 25% cancelable for the first, and 50% cancelable for the second and third quarters of each year.

Wright said he plans to update the analysis over time and is beginning to look at correlating other forms of economic data to make Guideline's core ad spending data more meaningful and actionable to different stakeholders, including economists, as well as advertisers, agencies and the media.

Stay tuned.

6 comments about "State-Level Ad Spend Predicts Economic Downturn".
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  1. Dan C. from MS Entertainment, October 3, 2025 at 5:59 a.m.

    What is considered a "local as spend?"  It is mot scientific, but I have noticed quite an uptick in hyper localized digital ads on several social media platforms by local merchants as well as national brands.  Are these types of ad spends even trackable by the current tools available?

  2. Joe Mandese from MediaPost Inc., October 3, 2025 at 7:56 a.m.

    @ Dan C. from MS Entertainment: Literally what Guideline is doing.

  3. Dan C. from MS Entertainment replied, October 5, 2025 at 5:50 a.m.

    @Joe - I don't know why you say that is literally what they are doing.  According to the document they published, they primarily refer to legacy media- TV, radio, OOH, and "digital."  It doesn't really take into account that local budgets may be shifting to hyper localized social media spends.  Typically "digital media" at a local level is localized websites. 


    If you don't know, that's ok. But using this kind of information leads to more questions. 

  4. Joe Mandese from MediaPost Inc., October 5, 2025 at 7:14 a.m.

    @Dan C. from MS Entertainment: Classic supposition. But you're wrong. Guideline's data comes right out of MediaOcean's data pack of invoice-level media buys made by the world's biggest ad agencies -- $100 billion+ actual spending -- including digital (including local, etc.). If you really want to know how they tabulate data you should contact them. They'd be happy to explain.

    https://www.guideline.ai/contact

  5. Dan C. from MS Entertainment replied, October 7, 2025 at 9:51 a.m.

    There is no supposition Joe - and as usual - you get defensive and plain rude whe you don't know the answer  



    I understand the data comes from MediaOcean’s invoice-level agency buys, but that’s precisely why I raised the question. If the dataset includes only agency-managed “local” placements, then it excludes truly local advertiser activity (small business, franchise, local digital). The majority of local businesses don't use agencies that would be included in this report. 


    Without a clear operational definition of local ad spend — by media type and buyer type — it’s hard to know whether the correlation you’re highlighting reflects macroeconomic conditions or simply the budgeting patterns of large advertisers’ local market campaigns.

    The distinction between “local advertising” and “local-targeted agency buys” is critical for interpretation. Do you know if Guideline or MediaOcean has published their category definitions or schema for “local” in this dataset?  



    It's a valid question and illustrates why relying on old
    reporting methods leads to bad decision making. 


  6. Joe Mandese from MediaPost Inc., October 7, 2025 at 10:11 a.m.

    @Dan C. from MS Entertainment: Rude? Your inference, not what I was implying. I was merely setting the record straight on a false assertion. I don't know where you are drawing it from, but what you are asserting is NOT how Guideline does it. I suggested you contact them to find out for yourself, because you appear to be misinformed. If you make false statements we only have two options to deal with them. One is what I'm doing here: fact-checking and setting the record straight. The other is deleting your false comment. Which would you prefer going forward? I don't want to upset you, but I don't want other MediaPost readers to be misinformed either. You are welcome to share your opinions here, but you can't state false facts.

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