OWLRAG notices every change and answers your team right in Claude or ChatGPT – with sources.

See how it works
  • Do we already have a page on the warranty?
  • Where does the old delivery time still appear?
  • Which pages still use the old slogan?
  • What do we tell French customers about shipping?
  • Which products are missing in Switzerland?
  • What changed on the site this week?
  • Since when does the new price apply in Austria?
  • Is there a page for beginners?
  • What do our terms say about returns?
  • Which pages mention sustainability?

The situation

Your content is bigger than any one memory.

  1. 01

    Nobody knows what exists.

    Thousands of pages, several markets, changing authors. Whoever needs something asks around – or writes it again.

  2. 02

    Changes go unnoticed.

    A page disappears, a price drifts, one market lags behind. Usually the customer notices first.

  3. 03

    Writing without context.

    New content gets written without a view of the existing – and contradicts it.

Product

Four capabilities. One index.

01 Find

Ask in full sentences.

Semantic search finds pages by meaning, not keyword – with URL and excerpt as evidence.

semantic_search

02 Understand

Read the whole page, not just the hit.

Pull the full text and compare the same product across every market.

get_full_page · compare_markets

03 Watch

The owl never sleeps.

Every working day OWLRAG diffs the sitemap: new, changed, removed. Removed pages stay retrievable in the archive.

get_changes

04 Act

Work directly in Claude or ChatGPT.

Briefs, content gaps, consistency checks – as skills in Claude and ChatGPT, usable without a developer.

Skills

How it works

From sitemap to answer.

  1. 01

    Crawl

    Sitemap · every working day

    Reads every public page your sitemap lists – in every market.

  2. 02

    Embedding

    768 dimensions

    Turns each page into a vector that captures its meaning.

  3. 03

    Vector index

    pgvector · HNSW · Zurich

    Orders pages by meaning: similar content sits close together.

  4. 04

    MCP server

    Streamable HTTP

    Makes the index queryable through the open Model Context Protocol.

  5. 05

    Claude · ChatGPT

    Connector

    Your team asks where it already works – and gets answers with a source.

Standard building blocks, not a black box.

In practice

From campaign plans to price checks.

  • Plan campaigns

    “What have we already published on sustainability – and in which markets?”

  • Compare markets

    “Which products are live in Germany but missing in Switzerland?”

  • Check changes

    “Which pages were removed since the relaunch?”

  • Look up prices

    “What does the X-100 cost in Austria?”

  • Your own workflows

    Any recurring task becomes a skill: we set it up, or your team creates it in Claude or ChatGPT.

Case · International DTC brand

  • 6,745 live pages in the index
  • 5 markets
  • 2,249 archived, still retrievable

In the rollout test, the index surfaced 15 products that were live in one market and missing in another – found without opening a single page.

As of 15 Oct 2026. Name withheld at the client’s request.

FAQ

Common questions.

Where is my data stored?

Only publicly accessible pages of your website are processed. Index and embeddings are stored in a database in Switzerland (Zurich); the server for Claude and ChatGPT runs in the EU (Amsterdam). To create embeddings, page text and search queries are sent to the Google API (paid tier, not used for training).

What content is covered?

Today: all public pages via your sitemap. Further sources such as strategy and persona documents are planned.

Which AI is behind it?

The index is connected through the open MCP protocol. Today we work with Claude and ChatGPT.

How does the pilot work?

Short call, your sitemap gets indexed, your team tests in Claude or ChatGPT. Setup typically takes one to two weeks.

What does it cost?

Individual during the pilot, depending on scope and markets. After a short call, you'll receive a quote.

Pilot

Secure a pilot spot.

We are taking a small group of companies into the pilot. Tell us your website – we'll show you what it looks like in the index.

Number of markets optional

We use your details only to contact you about the pilot. You'll receive a confirmation email. See the privacy policy.

Ask your entire website.

Join the waitlist

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