Newsletter

[ agent selection ]

Win the agent's choice.

AgentMint.net is a research publication and practitioner handbook on agent selection: why AI shopping agents pick one store, product, or offer over another, and how merchants win that choice.

Read the guideSee the research

[ how we source ]

Every factual claim is labeled by how it's sourced. You see the evidence, not just the assertion:

In a controlled simulation, moving a product from the bottom-right corner to the top row raised its selection rate roughly fivefold for a Claude Sonnet 4 agent.ReportedACES (arXiv:2508.02630) (2025)

[ start here ]

Choose your path

Learn the model

How AI shopping agents actually decide, and the evidence behind each signal.

  1. How AI agents choose products
  2. The complete optimization guide
  3. The Signals Database

Diagnose a problem

Not showing up, or showing up and losing? Find where it's failing.

  1. Why you're not in ChatGPT Shopping
  2. Agent Legibility Analyzer
  3. Verify crawler access: the token reference

Implement improvements

Copy-paste blueprints and executable guidance for your stack.

  1. Blueprints: llms.txt, JSON-LD, mirrors, edge config
  2. Information density: the token economy
  3. Run the audits with your coding agent

By role: Store owner: the 30-minute triageDeveloper: the blueprints collectionSEO / feed lead: make your feed AI-readableAgency: the platform playbooks

New here? Start with the 30-minute triage, which routes you by situation and role.

[ self-assess ]

Self-assess your store

[ evidence ]

How we source every claim

Every factual statement on AgentMint.net carries an evidence tag: spec-fact (in an official spec, linked), reported (a named, dated third-party source), or hypothesis (our own labeled inference). Nothing is asserted that we can't show. Read how we work →

[ stay current ]

Stay current

Agent behavior changes with every model update. Get new research and model-update notes by email. No spam. Unsubscribe anytime.

[ who reads AgentMint.net ]

Written for the people who ship the catalog.

Rigor over hype. If you distrust marketing claims and want to see the sourcing behind every one, this is for you.

  • Developers
  • Technical SEO leads
  • Growth teams
  • Agencies
  • Merchants

[ newsletter ]