For the teams who will integrate AYAN.
This page is for the engineers, data leads, and SEO and content ops teams who will work with AYAN day to day. It explains, with no marketing varnish, exactly what AYAN produces, how it integrates, and what the security and data controls are.
Looking for the business overview? → ayanlabs.aiWhat AYAN produces
JSON-LD schemas (Brand, Product, Organization, Review) validated against Schema.org, delivered as diff-ready pull requests against your repo.
llms.txt files specifying allow / cite / reject scope for model crawlers, versioned per market.
MCP-compatible feeds for Anthropic and OpenAI surfaces, refreshed on cadence, with brand-attribute, product and proof data.
Topic, claim, proof and voice spec per page. Briefs that close the interpretation gap, not generate filler.
PDP and listing copy aligned to brand base, across third-party retail surfaces.
Pre-merge tests for retrieval shape, schema validity and MCP response stability.
How AYAN integrates
- ●Tickets routed to Slack, Linear, Asana, Jira (your team’s existing tool, not another inbox).
- ●Pull requests opened directly against your repository (GitHub, GitLab, Bitbucket), with proof material attached.
- ●CMS plug-ins for the major platforms (Sitecore, Adobe Experience Manager, Contentful, WordPress, Shopify) for in-context page edits.
- ●API and webhook access for custom workflows.
Data, security and privacy
- ●EU-hosted infrastructure, GDPR-aligned by design.
- ●Encryption at rest and in transit. Per-tenant key management on request.
- ●Your brand content is never used to train third-party models. Only aggregated, anonymized probe telemetry is retained, and only to improve platform-wide signal quality.
- ●NDA signed in 72 hours. MSA-ready engagement.
What we ask of your team
- ●A named technical contact for the first 4 weeks of setup.
- ●Read or write access to your structured content sources (PIM, CMS, headless API).
- ●A merge path: either a dedicated branch we open PRs against, or a review process you already use.
- ●Roughly 2 hours of engineering time per week, dropping to 30 minutes after week 6.