2026-11-03 –, Lightning Stage
x402 markets have a critical bug.
It ranks merchants on volume and buyer-diversity.
A new merchant has none of them. And it enters a cold-start problem: no volume without buyers, no buyers without volume.
This talk is to share my research-findings on
- why this bug exists ( with data from 1200 x402 merchants)
- propose three fixes
What you'll learn:
- for marketplaces - how to design this bug out
- for merchants how to rank higher with agents
- developers: open-source fixes for agent markets
x402 is a market where the buyer is a machine. it cannot be lured with ads.
It buys from a marketplace's ranked list, whichever merchant best suits its need.
Core problem:
- marketplaces rank merchants on volume & unique buyers. A new merchant has neither.
- new merchants enter a cold-start state: no volume without buyers, no buyers without volume.
my independent research on 1,212 x402 merchants and 24 interviews shows:
1. Most volume in a category sits with a few merchants. Top-3 share runs 42% to 91%.
2. In worst case, 3 of 34 take 91.2% of payments.
3. Better listings do not rank higher. Past sales decide 70-98% of a merchant's rank.
4. New merchants have no tools to improve their ranking & are invisible to agents.
My research also proposes fixes.
Why now:
100M+ x402 transactions have settled on Base since mid-2025
yet half are artificial and real merchants never enter or give up.
If not fixed, x402 marketplaces become monopolies without growth, or end before they take off
- Previous Project: Trustless Agents Plus - A multi-chain solution for ERC8004 agents
- Github
- Reproducible evidence and scripts of my research report on x402 merchants - this includes Frozen snapshot, published scoring code, and a verifiable manifest of every data/figure the report cites
- My research articles on Agentic Commerce and x402
- Complete Research Report on ~1200 x402 merchants and their cold start problem ( and solutions )
- 34 merchants of Date & Enrichment Category - ranked by sales (131.5 KB)
- Cumulative shares of merchants ( smallest largest ) (181.7 KB)
- Cyclical Loop of new merchants in today's x402 market - Cold Start Problem (100.1 KB)
A smart contract engineer and researcher at Push Chain, working at the intersection of AI and blockchains.
I actively research and contribute towards agentic use-cases in crypto.
- Built Trustless Agent+, a modified version of ERC-8004 for universal multi-chain agent identity, and reputation score
- Actively write on ai * crypto intersections, x402 agentic markets etc. all work can be found in - https://www.decipherclub.com/tag/ai-on-chain/