Make your website readable to AI.
Agent Feed Optimization helps businesses become easier for AI assistants, AI search engines, and LLM-powered browsers to discover, understand, cite, and recommend.
What AFO Does
An AI-readable layer for your business
Most websites are built for humans and Google. AI assistants, LLM-powered search, and AI browsers read the web differently — and most businesses are invisible to them. AFO changes that.
Structured Identity Files
Install llms.txt, agent-context.json, and agent-policy.json so AI systems know exactly who you are and what you do.
AI Crawlability
An agent-optimized sitemap and proper robots.txt annotations signal to AI crawlers which pages matter and how to navigate your site.
Benchmarkable Visibility
Before-and-after AI Visibility Scores (0–18) give you a measurable baseline and a clear target — not vague promises.
Agent Actions
Define structured actions so AI agents can correctly route users to your free audit, contact page, or key offers.
The Problem
Normal websites were not built for AI
Search engines built decades of infrastructure for crawling and ranking HTML. AI assistants, LLM search, and AI browsers are building something new — and they need structured, machine-readable context that most websites simply don't provide.
AI assistants cite structured sources
LLMs prefer structured, unambiguous data over dense HTML. A business with a clean agent-context.json is easier to cite accurately.
AI search doesn't index like Google
AI search systems look for intent, identity, and trustworthiness signals that go beyond keywords and backlinks.
AI browsers are arriving
Agentic browsers and AI-driven discovery tools will increasingly navigate the web on behalf of users. Businesses that are machine-readable will have a structural advantage.
The AFO Package
10 files. One AI-readable business layer.
AFO generates and installs a set of structured files tailored to your business. Each file serves a specific purpose in AI discoverability.
- ✓ llms.txt — plain-text LLM identity summary /llms.txt
- ✓ agent-context.json — structured business identity /.well-known/
- ✓ agent-actions.json — available actions for AI agents /.well-known/
- ✓ agent-policy.json — compliance and claim boundaries /.well-known/
- ✓ context-cookie.json — concise identity memory object /.well-known/
- ✓ sitemap-agent.xml — agent-optimized sitemap /sitemap-agent.xml
- ✓ robots.txt — crawler permissions with AI annotations /robots.txt
- ✓ Dashboard JSON — before/after audit data /data/
- ✓ Proof report — benchmarkable visibility record /data/reports/
- ✓ Schema-structured page markup — JSON-LD business identity index.html
Case Study
TrueBuild Business Credit
Starting from zero AI visibility, a 10-file AFO package was generated for TrueBuild Business Credit — demonstrating how a baseline score of 0/18 can move toward a target of 18/18.
Baseline Score
No AI-readable files installed before AFO.
Target After Install
Full AFO package. All 10 files. Fully benchmarked.
Get Started
Find out your AI Visibility Score
We improve AI readability, crawlability, structured context, and benchmarkable visibility. No guarantees of LLM rankings — just a measurable, honest baseline and a clear path forward.
Get a Free AI Visibility Audit