Upfront season is built around some of the largest planned media spend commitments of the year. Yet the metrics governing those commitments -- audience guarantees, reach, CPMs -- still tell an incomplete story.
They tell buyers how much media they’re buying, who it may reach, and what it costs. They do not tell buyers whether that media is likely to work, or whether it meets a consistent standard for media quality.
As audiences and media consumption fragment across channels, the same impression count can represent very different levels of opportunity. Two placements may deliver similar reach at similar CPMs, but one may be far more likely to capture attention and drive impact.
That's where media quality metrics can change the conversation.
At Adelaide, we define media quality as the probability that a media placement will capture attention and contribute to a business outcome. We express that probability through AU, a 0-100 score built from attention research, exposure signals, and real outcome data.
That connection to outcomes is becoming increasingly important as attention measurement matures. The IAB and MRC have released attention guidelines designed to improve consistency, transparency, and comparability across metrics, while reinforcing that attention measurement should be tied to clear business objectives.
As the industry moves in this direction, media quality is ready to join price and volume at the Upfront negotiating table. Brands are realizing that without a clear read on quality, Upfront-committed dollars can still flow toward inventory that delivers on paper but underperforms in practice.If you’re a buyer or a planner looking to use media quality metrics to predict and improve your clients' business outcomes during this year's Upfront, not just buy more impressions, you need a clear plan for how to apply them.
Here's how.
1. Do Your Media Quality Due Diligence
Before you can use media quality metrics in planning or buying, you need a consistent view of inventory quality and the cost of that quality.
Step 1: Evaluate inventory. Score placements against a standardized media quality dataset. AU is available for 19 channels, including linear and CTV, social, audio, DOOH, display, and OLV. That breadth matters because Upfront planning rarely happens for just one channel. Buyers need a way to compare quality across publishers, formats, screens, and environments.
Step 2: Evaluate cost. Examine your historical CPMs through a quality-adjusted lens. The arithmetic is simple: CPM × Channel AU = Quality-Adjusted CPM. Adelaide can supply channel AU norms for this exercise. Then, assess inventory based on cost per unit of media quality, not just cost per thousand impressions.
Step 3: Make discoveries. After executing steps 1 and 2, you’ll have a new view of the media landscape. Cheap media can look less efficient once you adjust for quality. High-quality media can look more efficient than CPM alone would suggest.
Without doing your pre-Upfront due diligence, "media quality" could be just a talking point. Once you’ve done your media quality homework, you’ll have a new tool to use in your negotiations.
2. Find Your Quality Threshold
Your quality threshold is the minimum level of media quality needed to achieve your client's outcome objectives. We’ve seen media quality thresholds make a difference for clients in dozens of categories: Adelaide clients using high-AU vs. low-AU media as defined by their quality thresholds achieve +33% greater upper-funnel KPI lift and +53% stronger lower-funnel KPI lift, at comparable CPMs (Source: Adelaide 2025 Outcomes Meta-Analysis).
To find your client’s quality threshold:
Step 1: Find inflection points. Analyze your client’s historical campaigns. Identify the AU level at which performance meaningfully improved.
Step 2: Filter media options. Segment by channels that are meaningful to your client -- for example, TV behaves differently than social. (Adelaide has tools that can help with this.)
Step 3: Check ROI forecasts. Then pressure-test media performance against budget constraints.
This process helps to identify the hardest-working media channels and placements that consistently produce the most business value. Not every impression pulls the same weight. Now you can measure that, and show your clients the difference media quality measurement can make.
3. Bring Your Quality Discoveries to the Table
Your new media quality discoveries will lead directly to more valuable Upfront conversations.
You’ll have a new language: instead of "We need X GRPs at $Y CPM," you can say "We need inventory that meets or exceeds this quality threshold."
Then, ask publishers and partners for a quality-based package, meaning:
(1) transparency into how their inventory scores,
(2) inventory curation that meets or exceeds your quality threshold,
(3) pricing that reflects quality-adjusted delivery.
The best publishers are ready to have that conversation this year.
The payoff will be a shared understanding of -- and language for -- quality negotiations grounded in value rather than price, and less performance risk on both buy-side and sell-side.
4. Bring Your Client Into the Conversation
For clients who are new to media quality, you can reframe buying and planning strategies around effective exposure, not just delivery. Show how quality moves full-funnel outcomes -- awareness, sales, the whole picture -- and align KPIs to reflect that. And bring Quality-Adjusted CPM (or Cost-Per-AU) into the conversation alongside CPM, so you're tracking value alongside price from the start of this budget year.
This work isn't about adding a new metric for its own sake. It's about changing what you’re evaluating. The buyer-seller-client conversation moves from price to value.
The Upfronts don't need more complexity. They need better decision criteria.
A clearly-defined media quality threshold gives you a smarter way to buy, a stronger position in negotiations, and a clear path to measurable performance improvement. If you're still buying the same way you did five years ago, you're mispricing the variable that matters most in the market today: media quality.
Posted at MediaVillage through the Thought Leadership self-publishing platform.
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The opinions expressed here are the author's views and do not necessarily represent the views of MediaVillage.org/MyersBizNet.