Judge a project yourself

New x402 projects appear every week, many with a token and a big number. This lesson teaches the six checks used in the research, then runs them on two real projects: one serious builder and one cautionary case.

Say a new project appears on your feed: “the #1 x402 seller on Base”, a token launching next week, a chart going up. You can check most of that claim yourself with free public tools. These are the six checks the researchers ran on every project.

1. Pace of shipping

Look at the project’s main code repository and its release history. Count commits per week, and look for tagged releases or a dated changelog.

The benchmark is the x402 reference repository, which logged about 20 commits a week in the six months to October 2026, and its core package, which had 19 releases between 13 April and 29 September 2026. The researchers expect a small team using AI tools to commit every week and release about once a month.

1. Pace of shipping

Two cautions. Commits are cheap now: at Ultravioleta DAO, 89% of the facilitator’s commits were co-authored by Claude, so a high count can come from one person with AI tools. And some teams build in private, so check their changelog before calling them stalled. The warning sign is decay. The researchers’ proposed flag is no commit in 21 days, or a four-week average below 40% of the previous twelve weeks.

2. Team and history

Who runs it, and can you confirm that from an official page or the person’s own profile? Then look back two years and count how many different things the project said it was.

A pseudonym isn’t a red flag by itself. Daydreams’ founder, Loaf, is pseudonymous, but his record is visible in thousands of public commits. AX1 names nobody at all, on its site, its console or its Telegram channel.

3. Trend-hopping

The researchers scored each project from 1 to 5. A 1 means a long-running focus where x402 is a natural next step. A 3 means several pivots, each with a real product. A 5 means narrative only.

Signals that push the score up: a new headline every few months, bios and taglines that change within weeks, x402 work that starts at the moment x402 is the hot topic, and a token launched in the same quarter. Venice scores 1, Daydreams 3, Cluster Protocol 4 and the PING mint copies 5.

4. Funding

Who invested, how much, and can you confirm it outside the project’s own pages? Merit Systems’ $10M seed, led by a16z crypto and Blockchain Capital, was reported by independent press. A figure that appears only in a project’s own release, or in a paid post on a news site, deserves a “company-reported” label in your head.

“No funding found” doesn’t mean no funding. The researchers couldn’t open several funding databases, so treat it as unknown.

5. Wash and automation on x402scan

Open the seller’s page on x402scan and look at who pays it. The researchers flag five patterns:

• one wallet makes more than half of the seller’s transactions in 30 days;
• 80% or more of payments are exactly the same amount;
• payers fire on a fixed timer, around the clock;

5. Wash and automation on x402scan

• payers have only ever paid this one seller, or have never sent a transaction of their own;
• volume stops dead on one date.

Then look at better numbers than the transaction count: distinct buyers over 30 days, dollars per buyer and buyers who come back week after week. Treat a high transaction rank as a measure of automation until something proves otherwise.

6. What the token does

If there’s a token, ask what it does in the product. When did it launch compared with the x402 feature? Who holds it? Can you see the promised burns on the blockchain?

Venice’s VVV has a stated job you can check: since 17 July 2026, $5 of every $100 of API credits bought on Venice goes to buying and burning VVV. Daydreams’ DREAMS token has no function, and its top ten Base holders own about 81% of it.

Worked example: BlockRun, a serious builder

Worked example: BlockRun, a serious builder

Worked example: BlockRun, a serious builder

BlockRun passes five checks and fails one badly. The research rates it a serious builder and says to follow it for what it ships while ignoring its transaction rank.

Worked example: Cluster Protocol, a cautionary case

Worked example: Cluster Protocol, a cautionary case

Worked example: Cluster Protocol, a cautionary case

Cluster’s gateway is real: it answers with a valid 402 and resells AI models. But its biggest number, the largest 30-day dollar total of any registered app on Base, looks like a campaign rather than demand.

Worked example: Cluster Protocol, a cautionary case

To practise, pick any name in the players directory, open its x402scan page and its GitHub, and run the six checks before you read the research’s verdict.