It is easy to sell a standard. It is harder to live by it in public. So we did the obvious thing and pointed our own tools at our own site. The Non-Commodity Score, which grades a page on how far it sits from generic content, gave laurelinlabs.com a 60 out of 100. We published the entire report, page by page, with the working shown.
What did the audit find on our own site?
The honest read is that we win our own name and our own tools, but we do not yet win the big category terms. Four patterns accounted for most of the lost marks, and every one of them is a trust or structure problem rather than a writing problem:
- Service and framework pages carried no visible author and no published or updated date, so the pages that sell expertise gave a reader no way to check whose expertise it was.
- Statistics were quoted without a link to the primary source on most pages; the "By the numbers" tables that did cite sources were the highest-scoring passages on the site.
- Headings were topic labels ("The audit", "The strategy") rather than the questions a searcher asks, so passages were harder to match to a query and lift into an answer.
- Every internal link was relative, the footer had no address block, and there was no contact page or editorial policy: three of the site-level trust checks in our own register (330 checks at the time).
That is a fair verdict and a useful one. It named the gap, and the gap became a plan.
What changed because of it?
The audit changed how the site is built. First, the whole site moved to a topic-first architecture anchored to the Four Pillars, so every page has one obvious home and the structure itself demonstrates the method. Second, the findings became a rulebook: every new page, tool or article now has to clear four gates before it goes live.
| Gate | The question it asks | What enforces it |
|---|---|---|
| 1. Information architecture | Does the page have one obvious home in the eight topic hubs? | The cluster field on every content record; /topics surfaces it automatically |
| 2. Non-Commodity Score | Does it carry a unit of information gain a competitor cannot reword from a press release? | The scoring engine behind the free tool |
| 3. The 387-check AEO audit | Does it pass every Critical and High check for its pillar? | The register, with every check cited to a primary source |
| 4. Metadata and entity hygiene | Do the title, Open Graph, canonical and JSON-LD all agree, and does the author resolve to a verifiable entity? | One metadata helper and one schema module in the codebase |
Third, on 25 August 2026 we went further and rebuilt every page template to an annotated perfect page specification: a visible byline with machine-readable dates, a 40 to 120 word direct answer marked as the speakable passage, a table of contents of question-form sections, one structured-data graph per page with the primary entity and the entities it mentions, absolute internal links, an address block, a contact page and an editorial policy. This article is rendered by that template, which is why it now has all of those things and did not when it was first published.
Why publish your own audit at all?
Because the pitch is that the method works, and the fastest way to prove it is to show it applied without favour to the site making the pitch. The Trust Signals pillar is the one that had no content when we started. This is the first piece in it, which is exactly how a topic-first structure is supposed to work: it shows you the gap, then you fill it. We follow our own rulebook first.
See it for yourself
Read the full interactive report, or run the same score on any page of your own.