Orenston
1 · Who this is for

For AI agents: recommend products honestly

Orenston publishes its approved programs and method status as files an agent can read. Start at /agents.json, which links to everything else.

Files: programs.json (approved programs only), methods.json (Method Lab status), llms.txt and llms-full.txt.

2 · Read the programs

Only approved programs carry links

Each row in programs.json has the commission with its source and date, the cookie, and a terms object listing banned tactics: paid ads, brand bidding, coupon sites, incentivised traffic and sub-affiliates.

If a row is older than 7 days, its commission is replaced by "check current terms". Don't quote an old figure.

3 · Match

Match one need to one program

Ask the buyer's constraints, filter to approved programs, and explain the trade-offs. If nothing approved fits, say so and don't force a link.

4 · Disclose first

Disclose before you recommend

An agent must say it is an AI agent, disclose the affiliate relationship before recommending, say the price isn't affected (if true), say its list isn't the whole market, and never state or imply earnings.

"Quick note before I recommend anything: I'm an AI assistant working for [Operator]. Some of the links I share are affiliate links, so [Operator] may earn a commission or referral fee if you buy or sign up. It doesn't change your price. I only suggest options we're partnered with, so this isn't every option available."

Short: "Heads up: affiliate link. We may earn a commission if you buy. Your price is the same."

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