Blog
Applied research on agentic marketing
We write about the stuff that actually moves the numbers — Multi-Armed Bandit policies, cross-channel orchestration, brand-aware generative AI, and the operational shift from running campaigns to running an autonomous system. New posts ship as we ship the underlying capabilities. The first wave below is what we're writing now.
Want a heads-up when posts go live? Create a free account — we'll email you on each new piece.
In the queue
Posts we're writing right now
Coming soon
Why Multi-Armed Bandits Beat Classical A/B Testing
Classical A/B tests separate exploration from exploitation: collect data, pick a winner, ship the winner. Bandits do both at the same time, and the math behind why that wins compounds at scale. We unpack Thompson sampling, regret bounds, and what they mean for marketers running thousands of variants per month.
Coming soon
Email, SMS, WhatsApp, RCS — Choosing Per-Customer, Not Per-Campaign
The right channel for any single customer depends on recency, opt-in status, time of day, prior conversions, and a dozen other signals that change in real time. Treating channel choice as a per-customer policy decision (instead of a campaign-level choice) is how cross-channel platforms unlock real lift.
Coming soon
Keeping Generative Creative On-Brand at Scale
Most generative AI workflows produce great-looking variants for the first hour and brand-drifting variants by the third. We walk through how RevBridge represents brand DNA — voice, lexicon, banned phrases, visual primitives — as a structured input the optimizer respects, not a checklist a human reviews after the fact.
Coming soon
Holdout Groups, Reward Signals, and Attribution Without Cookies
A bandit is only as good as its reward signal. We cover how RevBridge sources conversions (server-side events, integrations with downstream systems, holdout groups for incremental lift), why deterministic identity matters more than cookies, and how we keep attribution honest across long-tail purchase windows.
Coming soon
Replacing Campaign-and-Pick With Always-On Reallocation
For marketing teams used to weekly campaign reviews, switching to always-on reallocation feels strange — there is no "winner" to pick anymore. We share the playbook teams use to run RevBridge: which dashboards matter, what humans still own, and where the system handles itself.
Coming soon
RCS Marketing in 2026: Carrier Status, Rich Cards, and Rollout
RCS is finally usable at scale on both Android and iOS. We track carrier rollout, walk through what makes a great rich card vs. a regular SMS, and share early benchmarks from RevBridge customers who routed traffic into RCS as a first-class channel.
Want the writeups in your inbox?
Create an account and we'll email you each new post — no other marketing.
RevBridge
The engagement platform that optimizes ROI in real-time using Agentic AI and adaptive optimization.
© 2026 RevBridge. All rights reserved.