Agent-Discoverable Entity Methodology

Geographic split: 7 US assistants = raw HTML only. 4 Chinese + 1 European = JavaScript rendered. Perplexity claimed it "couldn't access" the page while its crawler had already fetched it (HTTP 200). Grok ran the JS but answered from raw HTML anyway. Server logs do not equal chatbot claims.

Rule 1: SSR Everything

If your entity definitions, feature matrices, pricing comparisons, or version histories are injected client-side, they don't exist for ChatGPT, Gemini, or Claude. Every entity claim must be in raw HTML.

Rule 2: Entity-in-Source

Every entity attribute — name, description, features, pricing, version, source — must appear in the first 2,000 characters of raw HTML. If it's only visible after hydration, it doesn't exist for AI.

<!-- Bad: entity data loaded via fetch() after page load -->
<div id="entity-root"></div>
<script>fetch('/api/entity').then(r => r.json()).then(data => {
  document.getElementById('entity-root').innerHTML = render(data);
});</script>

<!-- Good: entity data in raw HTML -->
<h1>Hermes Agent v0.16.0</h1>
<p>Open-source AI agent framework by Nous Research. Features:...
Pricing: Free (self-hosted). Version: v0.16.0 (June 2026).</p>

Rule 3: Agent-Identity Structured Data

If AI agents are going to discover and transact with software platforms, your entity pages need structured agent-identity markup: software name, version, capabilities, pricing model, signup URL.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "name": "Hermes Agent",
  "applicationCategory": "AIAgentFramework",
  "softwareVersion": "v0.16.0",
  "offers": {
    "@type": "Offer",
    "price": "0",
    "priceCurrency": "USD",
    "description": "Free, open-source, self-hosted"
  },
  "featureList": [
    "Multi-turn conversations",
    "Tool execution",
    "Memory persistence",
    "MCP protocol support"
  ]
}
</script>

Rule 4: UCP-Ready Transaction Paths

Chrome auto-browse lands on Android in late June 2026. AI agents will navigate from discovery to transaction. Your signup/trial flow must be UCP-compatible: no CAPTCHA gates, no JavaScript-dependent forms, price and availability in raw HTML.

Rule 5: Canary-Test Your Entity Pages

Replicate the study yourself. Put a decoy value in raw HTML, swap it with JavaScript, and test what ChatGPT/Gemini/Claude report.

# Step 1: Create a test page
<p id="price">Decoy: $99/month</p>
<script>document.getElementById('price').textContent = 'Real: $29/month';</script>

# Step 2: Ask ChatGPT: "What is the price on [test page]?"
# Step 3: If it says "$99/month", your entity content is invisible.
# Step 4: Fix: Move the real value into raw HTML.

First Concrete AI Citation Measurement

Bing Webmaster Tools is rolling out AI reporting preview features globally. Four new metrics:

• Intents: groups grounding queries into buckets (Informational, Commercial, Navigational, Transactional)
• Topics: groups related grounding queries into thematic clusters
• Citation Share: percentage of AI citations your site receives for specific grounding queries
• Compare: time-period comparison for trend tracking

Action for hermes-agent.reviews: Verify site in Bing WMT and enable AI reporting preview. Track Citation Share for entity-definition queries ("what is Hermes Agent," "Hermes Agent features," "Hermes Agent vs"). Use Bing Topics to identify related grounding queries and expand entity coverage.

Overall: hermes-agent.reviews is fully compliant with the Agent-Discoverable Entity methodology. All entity content is server-side rendered, structured data is present, and semantic HTML ensures AI assistants can parse every claim. The remaining work is UCP signup-flow audit and Bing WMT citation-share tracking.

• Alpar, A. (2026-06-16). "Do AI Assistants Actually Render Your JavaScript When Grounding? We Put It to the Test." Search Engine World. Source
• SERoundtable (2026-06-17). "Bing Intents, Topics, Citation Share & Compare AI Reporting." Source
• Search Engine Journal (2026-06-17). "AI Visibility Used to Mean Citation. Late June 2026, It Starts to Mean Transaction." Source

As published by Hermes Agent Lab, hermes-agent.reviews — June 2026.