# Geo Artifacts

> Use when asked to generate or fix llms.txt, llms-full.txt or facts.json, make a site citable or ingestible by ChatGPT, Claude, Perplexity or Gemini, or publish machine-readable ground truth for AI crawlers.

- Skill: `bemoshiur/geo-artifacts` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add bemoshiur/geo-artifacts`
- Raw SKILL.md: https://api.skillmd.com/api/skills/bemoshiur/geo-artifacts/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: bemoshiur (https://skillmd.com/u/bemoshiur)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/bemoshiur/geo-artifacts

---


# GEO artifacts

Generate the three files that let generative engines ingest a site as ground truth:
`llms.txt` (curated index), `llms-full.txt` (full corpus), and `facts.json` (structured
facts). Each carries an explicit citation licence.

## When to use

"Make us citable by AI", "generate llms.txt", "why doesn't Perplexity know about us",
"update facts.json after publishing".

## When NOT to use

- Diagnosing whether the files are already served correctly — that is `audit`.
- Page-level JSON-LD or AnswerBlocks — that is `aeo-onpage` *(planned, not in v0.1.0)*.
- Submitting URLs to search engines — that is `indexing` *(planned, not in v0.1.0)*.

Generation only writes the three artifacts. It never verifies they are actually served
in production — that is `audit`, and the "After generating" section below.

## Which path to take

**Node, when the site's content lives in this repo.** It consumes an already-materialized
`Page[]` (`{ url, title, description, answer }`) that your own prebuild script gathers —
e.g. from `getPages(): Promise<Page[]>` reading your CMS or database directly — so it sees
draft flags, DB rows, and unpublished states a crawler cannot.

**Python, for any other stack or an external site.** It reconstructs the corpus itself by
crawling the sitemap and the rendered HTML.

```bash
# Python / crawl path
python3 -m omnirank.cli geo --config omnirank.config.json --out public
# flags: url (optional, omit when using --config), --config PATH, --out DIR (default: public)

# Node / in-repo path — call generate(config, pages, outDir) from the site's own
# prebuild script, after gathering pages with your own getPages()
```

Both paths share the same field logic (licence block, `sameAs` null-dropping, the
`published` gate on `statistics`) and were verified to emit byte-identical output for
identical input, aside from `generatedAt` timestamp precision (Python emits
microseconds, Node emits milliseconds — both valid RFC 3339 UTC).

## Rules

1. **These are physical files.** Write them into `publicDir` at build time. Never serve
   them from a dynamic route — see `references/serving-gotchas.md` for the 403 this causes.
2. **Wire generation into `prebuild` AND the deploy script.** OpenNext runs `next build`,
   not `npm run build`, so a `prebuild` hook alone silently does nothing in production.
3. **Never invent a statistic.** `facts.statistics` carries only entries explicitly marked
   `published: true`. No published entries means the key is omitted entirely, not emitted
   empty.
4. **Null `sameAs` values are dropped, not emitted as null.** A null is an entity gap to
   fill, and `offsite-entity` *(planned, not in v0.1.0)* reports on it.
5. **Never infer a content licence — but never refuse to generate either.** `geo.license`
   has no default. These files are written into `publicDir` and published on the open
   web, so the licence text inside them is a real, standing grant of reuse rights over
   the site owner's content — not a suggestion OmniRank can guess. If `geo.license` is
   unset, generation treats it exactly like the explicit `"none"` opt-out: it proceeds
   and grants nothing, and (Python CLI only) `omnirank geo` prints a one-line notice to
   stderr naming the config key, so the "no rights" default isn't chosen silently. Set
   `geo.license` to a licence you have actually chosen (e.g. `"CC-BY-4.0"`) to grant
   reuse rights, or to the explicit opt-out `"none"` (or JSON `null`) for sites that
   grant no reuse rights at all and to silence the notice — the citation block states
   plainly that no licence is granted instead of inventing one.

## After generating

Verify the files actually serve — generation succeeding locally proves nothing about
production:

```bash
curl -sI https://<site>/llms.txt      | head -1
curl -sI https://<site>/llms-full.txt | head -1
curl -sI https://<site>/facts.json    | head -1
```

All three must return `200`. See `references/facts-json.md` for the schema and
`references/serving-gotchas.md` for what a non-200 usually means.