AI-readable website feeds, llms.txt, and structured pages.
An AI-readable website feed is a crawlable public surface that helps AI systems understand what a site offers through stable URLs, semantic HTML, schema, FAQ answers, sitemaps, and optional llms.txt files.
Synorb uses this pattern on its own site. The Synorb product is still source-grounded content feeds for AI agents, not an SEO page factory. But Synorb Streams can power structured public pages when a product needs source-backed updates.
llms.txt · Schema · Stable URLs · Source-backed pages
AI crawlers need fewer mysteries.
The goal is not to stuff pages with keywords. It is to make the entity, product category, source of truth, and exact answer shape easy to parse.
llms.txt and sitemap
Give agents a concise map of key docs, pricing, use cases, build guides, and canonical pages.
Semantic HTML and schema
Use clear headings, article/main structure, FAQ schema, breadcrumbs, canonical URLs, and descriptive metadata.
Source-backed claims
For current claims, include source URLs, dates, stable IDs, and enough provenance for humans to audit later.
There are two different feed jobs.
One job makes a website easier for crawlers to understand. The other feeds an application or agent with current source-grounded data. Synorb is built for the second job and uses the first pattern on its own public site.
| AI-readable website feed | Content feed for AI agents |
|---|---|
| Public pages, schema, FAQs, llms.txt, sitemap, canonical URLs, and internal links. | Streams and Manifests delivered through MCP, REST, webhooks, or S3. |
| Helps crawlers understand a website, product, category, and evidence. | Helps applications ingest, cite, retrieve, alert, route, and reason over current context. |
| Useful for answer engines and search visibility. | Useful for RAG systems, market monitors, dashboards, and agent workflows. |
Streams can power source-backed public pages.
If a product needs public pages that update from source events, Synorb Manifests can provide the source-linked objects behind those pages. The application still controls editorial review, page templates, routing, and publishing.
Source URLs and dates
Manifests carry source URLs, source names, publication dates, capture dates, and routing metadata.
Briefs, Signals, tags
Use Briefs for readable context, Signals for structured claims, and tags for entity/topic navigation.
Stable URLs
Map durable Manifest IDs or editorial slugs to public pages that can be cited by humans and crawlers.
Human review
Keep the final copy, legal review, and publishing workflow inside your product, not inside the feed layer.
The short version.
A crawlable public surface with stable URLs, semantic HTML, schema, FAQs, sitemaps, and optional llms.txt files.
No. It is a useful map, but crawlers also need clear public pages and durable canonical URLs.
No. Synorb is a source-grounded content feed product for AI agents. Streams can power structured public pages, but Synorb is not an SEO page factory.
Make the source of truth easier to read.
Read the public machine-readable docs or start with keys if you are building an agent-facing content feed.