AI search audit

vamfi.org

SEO92

AEO1

GEO20

Your brand is invisible to AI search

I don't have reliable information about vamfi.org in my training data. I cannot provide details about this domain without risking speculation or inaccuracy.

— What ChatGPT-class models say about vamfi.org, right now

Top 5 things to fix

Ranked by severity

AI crawler access

Your robots.txt blocks these AI crawlers: ClaudeBot, Google-Extended, GPTBot. If a crawler cannot fetch the page, it cannot cite it — this is a hard prerequisite.

critical

Fix: Remove the "Disallow: /" under ClaudeBot, Google-Extended, GPTBot in robots.txt, or add explicit "Allow: /" rules for them.

Question-framed headings

No H2 or H3 headings are phrased as questions. AI engines retrieve on query-passage similarity — question headings are the strongest match signal.

major

Fix: Rewrite 2–4 section headings as direct questions users would ask (e.g. "How do I…?", "What is…?", "Why does…?").

Direct-answer block after question headings

No question headings found, so there are no direct-answer blocks to evaluate.

major

Fix: Add question headings (see previous check), then place a short 40–300 character declarative answer paragraph immediately after each.

Entity schema (Organization/Person + sameAs)

No Organization or Person JSON-LD found. Entity disambiguation is how LLMs recognize who/what a page is about.

major

Fix: Add an Organization (or Person) JSON-LD block with name, url, and at least 2 sameAs links to authoritative profiles (Wikipedia, Wikidata, LinkedIn).

Copy-paste fixExpand

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "VAMFI Inc.",
  "url": "https://vamfi.org/",
  "description": "VAMFI (Virtual Agents Mastered for Industries) is an Ottawa-based R&D studio building agentic AI coworkers grounded in domain expertise, designed for clarity and reliability, to help humans focus on meaningful work by offloading repetitive tasks to dependable AI agents.",
  "foundingLocation": {
    "@type": "Place",
    "name": "Ottawa, Ontario, Canada"
  },
  "contactPoint": {
    "@type": "ContactPoint",
    "email": "[email protected]",
    "contactType": "general inquiry"
  },
  "sameAs": [
    "https://en.wikipedia.org/wiki/VAMFI",
    "https://www.linkedin.com/company/vamfi",
    "https://twitter.com/vamfi_inc"
  ]
}
</script>

Article schema with dates

No Article / NewsArticle / BlogPosting schema found. Without machine-readable dates, LLMs treat content as undated and prefer fresher sources.

major

Fix: Add an Article JSON-LD block with datePublished, dateModified, and author.name.

Copy-paste fixExpand

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "VAMFI — Virtual Agents Mastered for Industries",
  "description": "VAMFI Inc. is an Ottawa-based R&D studio building agentic AI coworkers—grounded in your expertise, designed for clarity and reliability—so you can focus on meaningful work.",
  "url": "https://vamfi.org/",
  "datePublished": "2025-07-15",
  "dateModified": "2025-07-15",
  "author": {
    "@type": "Person",
    "name": "VAMFI Inc."
  },
  "publisher": {
    "@type": "Organization",
    "name": "VAMFI Inc.",
    "url": "https://vamfi.org/",
    "address": {
      "@type": "PostalAddress",
      "addressLocality": "Ottawa",
      "addressRegion": "Ontario",
      "addressCountry": "CA"
    },
    "contactPoint": {
      "@type": "ContactPoint",
      "email": "contact@vamfi.org",
      "contactType": "customer support"
    }
  },
  "about": {
    "@type": "Thing",
    "name": "Agentic AI Coworkers",
    "description": "Virtual Agents Mastered for Industries — transparent, grounded AI agents designed to offload repetitive tasks and embed intelligence into enterprise workflows."
  },
  "keywords": "agentic AI, virtual agents, AI coworkers, enterprise AI, Ottawa AI studio, VAMFI, autonomous AI, workflow automation"
}
</script>

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