Fix the technical foundation Google and AI actually rely on.
Architect audits your discoverability and structured data, then prepares reversible, approval-gated remediations. Great content can't rank on a broken foundation — Architect makes your site legible to search crawlers and AI answer engines alike.
No credit card required · Free AI visibility audit in minutes
- Governed
- Evidence-backed
- Auditable
- Reversible
Invisible technical debt caps your growth
Your buyers now start with Google and AI assistants. If you're not the answer, a competitor is — and every day that gap costs you traffic and revenue.
Missing schema = missing citations
Without valid structured data, AI engines and Google rich results simply can't understand or feature your pages.
Crawl issues silently bury pages
Indexing and structure problems keep your best content from ever being seen — and dashboards rarely surface them.
Fixes feel risky
Nobody wants to touch technical config on a live site without a safety net.
What you get
Structured-data audits
Find missing or invalid schema across pages and products — the exact signals AI engines use to cite you.
Discoverability checks
Surface crawl, indexing, and structure issues that quietly suppress your rankings.
Reversible remediations
Prepared fixes ship under your approval, each with a rollback path — no risky one-way changes.
Prioritized by impact
Findings are grouped so you fix the issues that unlock the most visibility first.
The continuous loop
How Vorne grows your organic traffic
- 1
1 · Find
Vorne audits every product and page against deterministic on-page and AEO checks, and asks frontier models your buyers' questions to see whether you're named at all.
- 2
2 · Prioritize
Every fix is scored and ranked so your team works the highest-value items first. Any revenue figure attached to a projection is labelled as a model estimate, never as observed fact.
- 3
3 · Create & publish
Vorne drafts evidence-backed content and generates Product/FAQ schema, then routes it through independent verification and your approval. Automated publishing to your live store is limited to an allowlist of low-risk metadata fields.
- 4
4 · Measure
Every change is recorded with a before/after snapshot and a source for each number. Directly observed facts are kept structurally separate from modelled estimates — and never added together.
Why growth teams choose Vorne
100% ethical & organic
White-hat only. No spam, no bought links, no fake reviews, no black-hat tricks — just genuine content that earns rankings and compounds.
Every number is real
Every number carries its source and sample size. Observed facts and modelled estimates are kept structurally separate and never summed, and unknown is shown as unknown — never as zero.
You're always in control
Set the budget, approve what publishes, and roll back anything. High-risk actions always wait for a human — with one emergency stop.
Nothing is fabricated
If a data source isn't connected, Vorne says so instead of estimating. We would rather show you an empty panel than a confident number we cannot stand behind.
FAQ
Questions, answered
Why does structured data matter for AI visibility?
Structured data (schema) is how machines understand your pages. It's what lets Google show rich results and lets AI assistants confidently cite you as a source. Missing or invalid schema is one of the most common reasons good content goes unseen.
Is this just another AI writing tool?
No. Writing is one step. Vorne audits your catalog and pages, prioritises the gaps, drafts and independently verifies content, and applies governed, reversible changes to your store with a full audit trail. Where a measurement source isn't connected yet, it tells you rather than estimating.
Will Vorne use spam or black-hat tricks?
Never. Vorne only uses ethical, organic (white-hat) methods. Every claim is independently fact-checked before it publishes, nothing is fabricated, and every change is reversible.
How much control do I keep?
Full control. You set budgets and approvers, decide exactly what publishes, and can stop everything instantly. Nothing high-risk happens without a human approving it.
How do I get started?
Run the free audit — no credit card required. You'll get a deterministic on-page grade for your site in under a minute, plus the specific fixes to make first. Steps that need a connected data source are marked as skipped rather than guessed.