Internal Tool Proposal

Pattern Name
Screener

An AI-powered screening tool that checks pattern and collection names for trademark and IP risk before they enter the production pipeline.

Prepared by Scott Tooter
Date March 2026
Status Working Prototype
Audience PKH · PKC · PKR · Operations

Why this exists

Pattern and collection naming is a creative process — designers draw from culture, place, and inspiration, and that's exactly as it should be. The challenge is that some names carry trademark or IP exposure that isn't obvious at the time of naming, and catching that late in the process is significantly more disruptive than catching it early.

A rename before a name enters the system costs nothing. The same rename after POs, selling materials, and spreadsheets are in circulation is a meaningful operational lift.

What we're trying to prevent

Two examples from our own experience illustrate the kind of conflicts this tool is designed to catch:

Example

A collection named after Hershey's products — one of the most actively defended brand identities in consumer goods. Easy to miss without a systematic check.

Example

Hampton Bays — a Home Depot proprietary brand that doesn't obviously read as a Home Depot brand.

Neither of these was careless — they were simply cases where there was no built-in mechanism to catch the conflict before it became a problem. This tool is that mechanism.

How it works

The screener accepts either a single pattern name or a full collection list. It runs two layers of analysis and returns a plain-English risk assessment for each name.

Layer 1 — AI Knowledge Screening (live in demo below)

The tool uses Claude (Anthropic's AI) to screen names against its training knowledge of trademarks, brand names, celebrity IP, entertainment properties, luxury fashion houses, retailer proprietary brands, and legally protected geographic designations. This catches the well-known conflicts immediately.

Layer 2 — USPTO Database Lookup (Production version)

The production version will query the USPTO trademark database in real time, surfacing active registrations, pending applications, and relevant goods/services classifications. Results are translated into plain English — no serial numbers or Class codes surfaced to end users.

Risk ratings

High Risk — Confirmed or near-certain conflict
Review — Potential conflict, warrants attention
Clear — No obvious conflicts found

Design principles

What the full version needs

Phased approach

Phase 1 — Complete

Working prototype

AI-powered single and bulk screening with red/yellow/green ratings, plain-English output, and alternative name suggestions. Runs as a standalone HTML file. Demonstrated below.

Phase 2 — Pending approval

USPTO integration + hosting

Add real-time trademark database lookup. Host the tool as a URL accessible to all PK Inc users via SharePoint. Requires small API and hosting budget.

Phase 3 — Future consideration

Studio workflow integration

Embed screening as a formal step in the collection naming process. Potential integration with PLM or existing approval workflows.

Try it now

The prototype below is fully functional. Enter your Anthropic API key to activate, then screen any name or paste a full collection list. Try Hershey, Hampton Bays, or Versailles to see flagged results — or Riverbend or Stonehaven for clean ones.

Pattern Name Screener — Prototype v1

This tool flags potential trademark and IP conflicts for early awareness — it is not legal advice and does not replace a formal trademark search or legal counsel.