# Platform Capabilities

## Search your market in plain English. No filter engineering required.

Describe the company type you are looking for — its capabilities, market position, supply chain role, or relationship structure — and the graph returns verified matches across 287M organizations. No SIC codes. No boolean strings. No taxonomy knowledge required.

Verified matches · 287M graphResolved in 1.4s

| Company Name                     | Certification | Employees | Location      | Score |
|----------------------------------|---------------|-----------|---------------|-------|
| Midwest Precision Tooling       | ISO 9001     | 420       | Detroit, MI   | 0.97  |
| Great Lakes CNC Systems          | ISO 9001     | 610       | Cleveland, OH | 0.94  |
| Axion Machined Components        | ISO 9001     | 280       | Milwaukee, WI | 0.91  |

## Intent over filters

### Stop building fragile filter stacks. Start searching in plain English.

Traditional B2B search tools require your team to know what they are looking for before they can look for it. Fingerprint Search reads the intent.

**The old way — engineer the query first**  
Find the right SIC code  
Build a boolean string  
Pick a revenue band  
Guess a headcount range

**Fingerprint Search — describe the intent**  
"Industrial automation suppliers serving food & beverage plants, expanding their controls-engineering teams."

## One query. Hours of manual research collapsed to seconds.

The same plain-English engine works across every market your team operates in — from precision manufacturing to private-equity sourcing to consumer retail.

### Industrial supply chain intelligence

"Tier-2 precision machining suppliers to automotive OEMs in the Great Lakes region with ISO 9001 certification and between 100 and 800 employees."  
**Without Fingerprint Search**  
6 hours of manual LinkedIn, Dun & Bradstreet exports, and spreadsheet cross-referencing.  
**With Fingerprint Search** — time to verified result: 90 seconds.

### Thesis sourcing for private equity

"Bootstrapped SaaS companies in logistics or freight tech with 20 to 150 employees, founded after 2016, generating estimated $5M to $30M ARR, not yet venture-backed."  
Origination cycle cut from weeks to hours.

### Consumer segmentation for market analysts

"Mid-market retailers in specialty apparel with 50 to 300 locations, deploying Shopify or Salesforce Commerce Cloud, showing hiring signals in e-commerce and digital merchandising roles in the last 90 days."

### How it works

## Four steps from plain-English query to verified market intelligence.

**01 State your intent**  
Describe the company type you want in natural language — no codes, filters, or boolean strings.

**02 Parse the fingerprint**  
The graph decomposes your description into a capability fingerprint — capability, scale, geography, hierarchy, and signal dimensions.

**03 Traverse the graph**  
Vector and graph traversal run simultaneously across 287M resolved organizations to surface true structural matches.

**04 Deliver ranked results**  
Ranked results return with entity confidence scores, corporate hierarchy context, and signal overlays — ready to pipe into your CRM, AI agent, or sequence.

### FAQ

#### What makes Fingerprint Search different from keyword or boolean search?

Fingerprint Search matches against a capability profile constructed from your plain-English description.

#### Can Fingerprint Search handle multi-dimensional queries?

Yes. The fingerprint parser decomposes compound queries into dimensional components — capability cluster, geographic constraint, organizational scale, corporate hierarchy position, and real-time signal filter.

#### How accurate is Fingerprint Search compared to legacy alternatives?

GraphIQ programmatically caps immediate fingerprint matches to a couple of thousand companies at most. Our validation models prove that matching accuracy decays heavily past this threshold.

#### Why restrict matches instead of returning tens of thousands of records?

GraphIQ limits initial semantic outputs to a couple of thousand highly resolved company entities because it forces maximum alignment with real-world capability footprints across our 287M organization graph.

### Transform how your team discovers market intelligence.