Search the world’s businesses like you search the web.

What Vantage sees

Every public signal. One structured record.

Businesses publish more intelligence than they realize. Vantage collects, structures, and continuously refreshes it.

Output schema

One JSON record per domain.

Every classified domain returns the same shape, so you can filter, join, and aggregate across the whole index without cleaning anything first.

{
  "site_type": "ECOMMERCE",
  "conversion_models": ["subscription", "freemium", "lead_gen"],
  "verticals": ["technology_saas"],
  "sub_verticals": ["ai_inference_platform", "cloud_infrastructure", "developer_tools"],
  "micro_vertical": "AI inference platform",
  "description": "Groq provides fast, low-cost AI inference APIs for running large language models at scale, targeting developers and enterprises.",
  "brand_name": "Groq",
  "company_name": "Groq, Inc.",
  "tagline": "Fast, low cost inference",
  "contact": {
    "country": "US",
    "full_address": null,
    "emails": [],
    "phones": []
  },
  "social_profiles": {
    "twitter": "groqinc",
    "linkedin": "company/groq",
    "discord": "e6cj7aA4Ts",
    "github": "groq"
  },
  "technologies": ["Next.js", "Cloudflare", "Vercel"],
  "payment_methods": [],
  "shipping": {
    "free_shipping_threshold": null,
    "ships_internationally": false,
    "delivery_timeframes": [],
    "return_window_days": null
  },
  "product_info": {
    "product_count": null,
    "price_range": { "min": 0.00, "max": null, "currency": "USD" },
    "categories": []
  },
  "promotion_signals": ["free_api_key_cta", "pricing_page", "demo_request"],
  "trust_signals": ["soc2", "gdpr_compliant"],
  "marketplace_presence": [],
  "intent_signals": ["hiring", "expanding"],
  "leadership": [{ "name": "Jonathan Ross", "title": "CEO & Founder" }],
  "reach": "global",
  "languages": ["en"]
}

Validation

12 classification hard rules.

Inviolable constraints the classifier must follow before a record enters the index. They are what keeps a 200M-domain dataset comparable instead of merely large.

1. 01

   Unclassifiable domains stop and classify

   Parked domains, minimal shells, login-only gateways and coming-soon pages get site_type=NON_ECOMMERCE, vertical=infrastructure, reach=unknown, conversion_models=["none"]. No social, payment or product extraction.

2. 02

   Freemium ≠ free trial

   Freemium is a permanent free tier; free_trial is time-limited full access. Confirming language required — “free forever” versus “14-day trial”.

3. 03

   Advertising requires script evidence

   AdSense, Google Ad Manager, Prebid.js or an “Advertise with us” CTA. Never inferred from content patterns.

4. 04

   Product count from structured data only

   JSON-LD ItemList, AggregateOffer.offerCount or sitemap URLs. Never from pagination text.

5. 05

   Payment badge ≠ payment method

   A Visa logo in the footer doesn't confirm Visa is accepted. Checkout-page evidence required.

6. 06

   JS-rendered prices resolve to null

   Price placeholders, $0.00 and “price upon request” are set to null rather than guessed.

7. 07

   Reach classification is explicit

   global (3+ languages and international shipping), regional (1–2 languages, regional scope), local (single language, single country), diaspora (community abroad), unknown (parked or shell).

8. 08

   Conversion models are multi-valued

   conversion_models is an array of 1–3. NYT is advertising + subscription; Amazon is transaction + marketplace.

9. 09

   Site type boundary is transactional

   ECOMMERCE means the site sells something online. NON_ECOMMERCE means no transaction is possible on the site itself — government payment portals included.

10. 10

    Technology detection is illustrative

    Report every visible technology, not only the ones named as taxonomy examples.

11. 11

    Insufficient content classifies conservatively

    Thin content gets infrastructure / minimal_content_shell rather than a guessed vertical.

12. 12

    Best-fit vertical, micro_vertical for specificity

    When no sub-vertical fits, the closest parent vertical is chosen and micro_vertical carries the niche.