---
type: "SoftwareApplication"
title: "Non-Commodity Score: free AEO tool"
description: "How far a page sits from generic, commoditised content, 0 to 100."
resource: "https://www.laurelinlabs.com/tools/non-commodity-score"
tags: ["non-commodity-score", "free-tool", "aeo-tools", "ai-search-visibility"]
generated: { by: "laurelin-site-build/2026-09-02", at: "2026-09-02T12:00:00+00:00" }
status: "stable"
stale_after: "2027-03-02T00:00:00+00:00"
---
# Non-Commodity Score

Scores a page on four vectors: information gain against what already ranks, experiential evidence, empirical telemetry and entity connectivity, with quoted evidence spans. Output is labelled uncalibrated and directional.

- Page: https://www.laurelinlabs.com/tools/non-commodity-score
- Access: One free score per browser, then the free 10-page site audit in exchange for an email. Rate-limited per email, per IP and globally.
- API: POST https://www.laurelinlabs.com/api/ncs with a JSON body { "url": "https://example.com/page" }
- MCP tool: `score_page_non_commodity` on https://www.laurelinlabs.com/api/mcp

## Inputs

- url (required, absolute http or https)

## Returns

- composite score and band
- per-vector scores with quoted evidence
- a gate object when the free allowance is spent