Now live — every launch is free
LLM optimization: becoming the answer
SEO made you rank. LLMO makes AI assistants recommend you — a different game with different rules.
Free forever. Live in minutes — no queue, no review.
TraceUX | Session Replay & AI Bug Reproduction
1
voiskey
New
Docny - AI-Native Docs CMS for Developer Teams
1
Vidmoat
New
audioread
New
Clay
New
Ecomerate
New
Jev Chat Assistant
New
AI Side Hustle 7-Day Starter Pack
New
PeekPanda
New
Muse Video AI Video Generator with Native Audio
New
TraceUX | Session Replay & AI Bug Reproduction
1
voiskey
New
Docny - AI-Native Docs CMS for Developer Teams
1
Vidmoat
New
audioread
New
Clay
New
Ecomerate
New
Jev Chat Assistant
New
AI Side Hustle 7-Day Starter Pack
New
PeekPanda
New
Muse Video AI Video Generator with Native Audio
New
TraceUX | Session Replay & AI Bug Reproduction
1
voiskey
New
Docny - AI-Native Docs CMS for Developer Teams
1
Vidmoat
New
audioread
New
Clay
New
Ecomerate
New
Jev Chat Assistant
New
AI Side Hustle 7-Day Starter Pack
New
PeekPanda
New
Muse Video AI Video Generator with Native Audio
New
TraceUX | Session Replay & AI Bug Reproduction
1
voiskey
New
Docny - AI-Native Docs CMS for Developer Teams
1
Vidmoat
New
audioread
New
Clay
New
Ecomerate
New
Jev Chat Assistant
New
AI Side Hustle 7-Day Starter Pack
New
PeekPanda
New
Muse Video AI Video Generator with Native Audio
New
2-3
products a typical AI answer names
1
self-published page most products offer as evidence
2+
corroborating sources engines want
The short answer
LLM optimization means making your product the answer AI assistants give. It requires machine-readable product facts (schema markup), corroboration across independent sources, and verifiable signals that the product is real — engagement, reviews, live status. A structured directory listing supplies all three on a domain engines already trust.
You're optimizing for a search engine that's leaving
The query 'best tool for X' increasingly resolves inside an AI answer — no links, no scroll, one paragraph naming two or three products. The engines writing that paragraph don't care about your keyword density; they cite sources that are structured, consistent, and corroborated. Most products have one self-published page making claims no engine can verify — that's not citable.
The LLMO stack: structure, corroboration, proof
Get the product facts machine-readable (schema on your site), corroborated (a directory listing saying the same things), and proven (engagement signals engines read as trust). OnlyFoundrs listings deliver the second and third automatically — SoftwareApplication JSON-LD, community signals, a permanent canonical URL.
Structured facts
Schema-marked name, category, pricing — extractable without inference.
Independent corroboration
A second source agreeing with your site is what makes a product safe to name.
Engagement as evidence
Real votes and comments are the proof-of-use signals engines weight.
Canonical permanence
Citations resolve to a page that never expires — engines penalize broken references.
SEO vs LLMO
| Elsewhere | OnlyFoundrs | |
|---|---|---|
| Surface | Ranked link lists | The synthesized answer |
| What wins | Keywords + backlinks | Structure + corroboration + proof |
| Unit of success | Position | Citation |
Trending now
TraceUX | Session Replay & AI Bug Reproduction
TrendingReproduce website bugs with AI-ready session replay. Export clicks, DOM changes and browser logs to Claude or Codex. Free and self-hosted wi
voiskey
TrendingVoiskey turns natural speech into polished, ready-to-use text for messages, emails, notes, documents, AI prompts, and more. Works on Mac, Wi
Docny - AI-Native Docs CMS for Developer Teams
TrendingShip polished developer docs in minutes. WYSIWYG editing, MDX support, OpenAPI auto-generation, AI-powered Guardian, and custom domains - al
Vidmoat
TrendingHosted AI video editor with a real, reviewable timeline
Live distribution
TraceUX | Session Replay & AI Bug Reproduction matched to Dev Tools
Muse Video AI Video Generator with Native Audio shared to AI Tools members
New listing — Muse Video AI Video Generator with Native Audio
Muse Video AI Video Generator with Native Audio pushed to AI Tools feed
Stop shouting into the void.
The buyers are already here. Launch free today — your product goes live instantly and gets routed to the communities looking for it.
FAQ
What is LLM optimization?
Making your product citable by large language models — ChatGPT, Claude, Perplexity. Also called AEO or GEO. It centers on structured data, corroborating sources, and verifiable signals.
How do I get ChatGPT to recommend my product?
Give engines corroborated, structured facts: schema on your site plus a directory listing that agrees, with engagement signals proving the product is real and used.
Does one listing really matter for LLMO?
It's the second independent source — the cheapest corroboration there is. Engines trust consensus across domains far more than one self-published claim.