Resources

Research that sharpens the next campaign decision

External articles, digests, and takeaways that help us think more clearly about campaign quality, promotion leakage, suspicious participation, and what merchants should tighten next.

RealBuyerGrowth resources

This resources page collects RealBuyerGrowth methodology, comparisons, glossary, evidence review materials, and AMS whitepaper resources for teams evaluating real buyer growth and promotion integrity. Resources last updated: 5 May 2026.

Flagship papers

The AMS framework

The decision architecture underneath RealBuyerGrowth. Read online or download the full PDFs.

★ Whitepaper · 18 min

AMS Whitepaper

Shared Trust & Allocation Infrastructure for Scarce Digital Attention. The five-layer decision spine for qualification before release.

★ Companion paper

AMS Field Theory

The Benevolent Holding Field — trust substrate and container architecture for governed allocation.

Real Buyer Growth

Budget waste & campaign pollution

Dirty data & measurement distortion

Promotion abuse & reward leakage

Trust method & layered controls

Future-facing

Start with evidence, not assumptions

The goal is not to read everything. It is to turn the right outside signals into a cleaner next-campaign decision.

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