Turn a website crawl into an AI-ready llms.txt file

Converts a Screaming Frog site export into a ready-to-use llms.txt file that tells AI tools about your site.

How the work actually flows

It branches. Exactly one path is taken; runs once per each page in crawl export.

Pattern: Exclusive Choice (4) · Simple Merge (5) · Multiple Instances without Synchronization (12)

flowchart TD trig(("you submit site info and crawl export")):::human s0[["read pages from crawl export"]]:::mi s1["generate llms txt file"]:::task trig --> s0 gx{"× filter pages or not"}:::gate s0 --> gx p00["ai selects relevant pages"]:::task gx -->|"filter with ai"| p00 p10["skip filtering"]:::task gx -->|"include all pages"| p10 jn{"○ pages finalized"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"downloadable llms txt file"/]:::out pay{{"site ready for ai search tools"}}:::pay s1 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepRuns once per itemA personOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Document Processing & OCRWeb Scraping & Data CollectionSurvey & Feedback
Connects
Screaming FrogOpenAI

The problem it solves

You want your website properly represented to AI search tools, but building an llms.txt file by hand means combing through every page on your site. That's a tedious, error-prone job to do manually.

Who it fits

SEO specialists and website owners preparing their site for AI-driven search.

How it works

  1. You submit your website name, a short description, and a Screaming Frog export file
  2. The system reads through every page listed in the export
  3. AI can optionally filter the pages down to the most relevant ones
  4. A complete llms.txt file is generated for you to download
What you get

A ready-made file that describes your site to AI

You get a ready-to-use llms.txt file built from your site crawl, so AI tools understand your website right away.

What you get

A downloadable llms.txt file listing your site's key pages, ready to publish.

What you need

A Screaming Frog crawler and an OpenAI account for the optional AI filtering.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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