AGORI Labs

We got tired of tools that tell sellers what's wrong and wish them luck.

AGORI Labs was founded by four technology professionals from Silicon Valley with more than 120 years of combined experience across AI, search, SEO, and e-commerce — people who built and scaled discovery systems through the last platform shift, and recognized this one early enough to build for it properly.

The founding insight

The marketplace of the AI era won't be a website. It will be an answer.

"Agori" comes from the agora — the marketplace at the center of the ancient city, where being present was the whole game. In the AI era, the agora is the answer itself: the handful of products ChatGPT, Perplexity, or Gemini names when a buyer asks what to purchase. Watching that shift, we saw an entire industry rush to build measurement — dashboards, scores, alerts — and almost no one build what sellers actually need: a way to be present in the answer. Measurement was the easy product. Presence requires infrastructure. So we built the infrastructure.

WHY US · AI

We build with the engines, not around them

Our team has shipped AI products professionally — we understand how answer engines parse, extract, and cite at the mechanism level.

WHY US · SEARCH & SEO

We've lived a platform shift before

Decades of combined search experience taught us the pattern: the winners of each discovery era are decided in its first years, by whoever adapts their infrastructure first. AEO in 2026 is SEO in 2003.

WHY US · COMMERCE

We build for sellers, not just brands

Beacon's no-OAuth onboarding, free hosted tier, and checkout-stays-yours principle all come from knowing what independent sellers will actually adopt.

WHY US · CRAFT

Small team, deep product

Four builders, one codebase, no committee. Every dimension of the Beacon Score and every line of the AUX Protocol has a founder's fingerprints on it.

Principles

The rules we won't break to grow faster.

Observed over Modeled — always labeled

If we saw it happen on our infrastructure, we call it Observed. If it's a projection, we call it Modeled. We never blend the two, even when a blended number would sell better.

The checkout is sacred

Beacon hosts discovery, never transactions. Your customer relationship, your data, your sale. We win only when we send you buyers.

Free means free proof

The free tier ships real hosted infrastructure, not a teaser report. If the product can't argue for the upgrade with results, it hasn't earned it.

Build for the next surface, not the last one

Visual-first AI shopping, agentic buyers, protocols that don't exist yet — we'd rather be early on the AUX Protocol than punctual on a dashboard feature.

Enterprise & partnerships

White-glove means the founders show up.

Enterprise and custom engagements at AGORI are run by a named team with direct founder involvement — custom prompt corpora for your categories, multi-brand workspaces, custom attribution schemas, SSO, and AUX Protocol integration engineered around your stack. If your catalog or your ambitions don't fit a standard plan, that's usually where we do our best work.

Talk to the people who built it.

Or skip the call and let the product introduce itself — free Beacon Score in about a minute.