The B2B Stack

The B2B Stack

The Signals Era: Why B2B Adtech Needs a Probability Mindset

Clicks lied. Cookies died. Now the future is probabilistic. Welcome to the Signals Era.

Mike Harty's avatar
Mike Harty
Jul 29, 2025
∙ Paid

Section 1: From Determinism to Probabilistic B2B

For the past decade, B2B marketers were promised certainty: exact matches, perfect attribution, clear conversions. But the underlying infrastructure - cookies, deterministic CRM matches, tracking pixels - was never built to scale in enterprise buying cycles, nor withstand a world shifting rapidly toward privacy and fragmentation.

Briefly over the last 24 months or so, we lived in an ‘ID era’, where upwards of 400 ‘Unique ID’s built across a mix of probabilistic (IP/device/cohort) and deterministic (Hashed email, logins) signals trod a fine line in the grey zone of privacy. The objective was to rebuild the cookie in disguise, and it failed. The scaffolding is collapsing, with leading players facing significant and likely insurmountable privacy challenges. UID 2.0, TradeDesk’s flagship identity solution got flagged by the US Department of Health and Human services for its use in Healthcare advertising - which triggered a cascade of closer …

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