Frontier SearchBot Architecture • Edition 2026.10
How Meta AI & Llama Models Discover and Recommend B2B Vendors
Learn how Meta AI indexes commercial software and enterprise vendors across Instagram, WhatsApp, and web search surfaces.
Crawler Specification MatrixMeta AI & Llama
User-Agent Token:
Meta-ExternalAgent (Mozilla/5.0 ... Meta-ExternalAgent/1.0)
JavaScript Execution:
None (Static HTML)
IP Geolocations:
Menlo Park CA, Prineville OR (US)
Recrawl Latency:
Daily / On-Demand
Why Shopify Stores Drop Out of Meta AI & Llama
Disconnected Business Identity
Severe: Brand omitted from conversational discovery in WhatsApp & Messenger.Meta AI utilizes social graph authority. If your website schema lacks sameAs pointers to verified company pages, Meta AI fails to correlate brand presence.
Production Code Calibration (html)
Drop-in Snippet<script type="application/ld+json">
{
"@context": "https://schema.org",
"@graph": [
{
"@type": "Organization",
"name": "Your Company",
"url": "https://yourdomain.com",
"sameAs": [
"https://www.linkedin.com/company/yourcompany",
"https://github.com/yourcompany"
]
}
]
}
</script>Step-by-Step Implementation Sequence
- 1Ensure corporate identity is unified across Schema.org Organization nodes.
- 2Verify Meta-ExternalAgent crawler access in robots.txt.
- 3Expose clear service definitions with transparent starting price tiers.
Meta AI & Llama Compatibility ScannerFREE AUDIT
Simulate Meta-ExternalAgent on Your Store Right Now
Execute a headless crawl against your Shopify storefront matching the exact user-agent, headers, and geolocation used by Meta AI & Llama.
Developer CLI Test:
npx relayeo-check yourstore.com