The network

A research network.
Not a content farm.

13 topical properties, 14 original data studies — every one open-licensed and carrying a permanent DOI — published under a single ORCID-verified byline. This is what most of the web cannot show: primary research you can audit, behind every page.

Reviewed & researched by a credentialed operator
ORCID 0009-0005-6869-308X

Vincent Couey is an independent researcher and ChemRxiv-published computational chemist. The byline resolves to one real person on the public web (ORCID, Scholar, arXiv) — the same @id anchors every article across all 13 properties.

13
Live properties
14
DOI-backed studies
54
Free interactive tools
530+
Editorial articles
What we built

One engine, run 13 times.

Most niche sites are hand-built one page at a time and abandoned. The Lattice is the opposite: a single operating system — content engine, governance layer, runtime QA, and a shared identity graph — amortized across every property, so each site inherits the whole apparatus the day it launches. The result is a network that reads, and behaves, like an established publisher.

Original first-party data
14 computed studies the rest of the web has to cite rather than copy — each open-licensed with a permanent DOI. Data is the moat: it can't be spun up overnight or scraped away.
A real, resolvable byline
Every article ties back to one ORCID-verified researcher via a single Person @id — the entity spine search and answer engines use to decide who to trust.
A constitution, not vibes
A codified governance layer governs scoring, monetization eligibility, disclosure, and truth standards across all properties. Consistency is enforced, not hoped for.
Runtime quality control
An automated QA pipeline checks live pages for broken redirects, schema integrity, and disclosure compliance — the network audits itself continuously.
Answer-engine native
Per-site llms.txt, a topic taxonomy aligned to retrieval, complete schema, and open crawl access — built to be inside the AI answer, not just ranked beneath it.
Schema-complete by default
Article, Dataset, FAQ, Organization and Person JSON-LD ship on every page so machines can parse exactly what each page is and who stands behind it.

The operator's peer research stands behind the network too — a ChemRxiv-published QSAR paper and physics preprints on arXiv, all under the same ORCID. See the publications →

The research index

14 original studies. Every one carries a DOI.

First-party data, computed and published under the Lattice methodology, each released CC-BY 4.0 with a permanent Zenodo DOI. These are primary sources — citable, auditable, and the reason answer engines and researchers can build on the network rather than only read it.

All datasets open under CC-BY 4.0. DOIs resolve via doi.org. Methodology + the full dataset hub: deepsynthesis.org/datasets.

How the network earns trust
Primary-source first
Empirical claims trace to FDA CAERS, CMS, IRS, College Scorecard, manufacturer filings, or peer-reviewed literature — not secondary blogs.
Three-tier sourcing
Primary sources for facts, named-authority secondary for context, explicit labeling when interpretation enters the prose.
Open & reproducible
Every study ships its dataset CC-BY 4.0 with a Zenodo DOI — anyone can audit the numbers.
One resolvable byline
A single ORCID-anchored Person @id ties every article back to a real, checkable operator on the public web.
Vincent Couey Founder & lead reviewer
Independent researcher · ChemRxiv-published computational chemist. Methodology · data studies · AI/tech · finance verticals.
ORCID 0009-0005-6869-308X
The 13 properties

9 clusters, one byline.

Full property tour