Observed Signal · Jul 9, 2026 · Industry Analysis · Source: The Drum · Impact: 3/5 · Sentiment: Positive
Measurement & Analytics Market: The Outcomes Era: Tying Media Spend to Real Outcomes
Tom Laband of Adsquare argues the advertising industry is in an "outcomes era" where every marketing investment — brand or performance — must prove commercial impact. Performance measurement matured through affiliate marketing, CPC and programmatic systems, while brand activity historically relied on soft proxies; that distinction is collapsing as CFOs demand hard KPIs. Measurement is being complicated by signal erosion from GDPR, Apple’s App Tracking Transparency and the decline of third-party cookies. Partial fixes include clean rooms, CDPs, MMM and retail media (which embeds purchase outcomes in inventory), but most transactions still occur offline. Laband identifies the online-to-offline measurement gap as the key frontier and highlights AI-driven predictive audience models and synthetic control experiments as next steps to connect media dollars to real-world business outcomes.
Highlights a broad industry shift toward outcome-based measurement, outlines constraints from identity signal erosion, and pinpoints online-to-offline measurement as a strategic frontier that affects advertisers, measurement vendors and media owners.
Key Takeaways & Evidence Grounding
- Author Tom Laband (Adsquare) says the industry is in an "outcomes era" where all marketing must demonstrate commercial impact.
- Performance marketing historically became measurable via affiliate marketing, cost-per-click models, Google Analytics and programmatic bidding.
- Privacy changes — GDPR, Apple's App Tracking Transparency and the decline of third-party cookies — have eroded identity signals used for digital attribution.
- Retail media embeds purchase outcomes in inventory but ecommerce represents a minority of total retail; most transactions still occur offline.
- Laband highlights the "online-to-offline gap" and proposes using AI, predictive audience models and synthetic control experiments to better measure offline outcomes.
Connected Companies & Entities
4 Entities mappedApple
Consumer electronics giant with integrated software, services and advertising platforms.
“Privacy policies like GDPR, Apple's App Tracking Transparency and the slow death of the third-party cookie dismantled the identity layer tha...”
AppLovin
Advertising software platform for app growth, monetisation and measurement.
“Then app developers took it to its logical conclusion. Companies like AppLovin built closed-loop performance engines for mobile – systems th...”
Adsquare
Location intelligence platform for programmatic activation and measurement.
“We’re firmly in our outcomes era. But the story of how we got here isn’t as straightforward. It’s the story of two worlds – performance and ...”
Search, video, adtech and cloud giant within Alphabet.
“Cost-per-click models and tools like Google Analytics gave marketers new ways to run campaigns....”
Ontology Mapping & Concepts
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