| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| pretty_name: ThatDevPro Engine Optimization Reference Corpus |
| size_categories: |
| - n<1K |
| tags: |
| - aeo |
| - geo |
| - llms.txt |
| - seo |
| - ai-search |
| - engine-optimization |
| - structured-data |
| - schema.org |
| task_categories: |
| - text-classification |
| - text-retrieval |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data.csv |
| --- |
| |
| # ThatDevPro Engine Optimization Reference Corpus |
|
|
| > A curated snapshot of canonical reference documentation for engine optimization (the merge of SEO + AEO + AIO + GEO), maintained by [ThatDevPro](https://www.thatdevpro.com). |
|
|
| ## Overview |
|
|
| This dataset indexes 26 canonical reference pages from the [ThatDevPro Reference Library](https://www.thatdevpro.com/reference/), each covering one specific crawler signal a website emits. The dataset is intended for training and evaluating AEO/GEO scoring systems, llms.txt validators, and structured-data extraction models. |
|
|
| ## Coverage |
|
|
| | Category | Pages | Topic | |
| |---|---|---| |
| | HTML meta tags | 12 | viewport, theme-color, refresh, referrer, keywords, generator, content-language, color-scheme, charset, robots, copyright, author | |
| | Open Graph & Twitter Cards | 2 | OG Protocol, Twitter Cards | |
| | HTTP status codes | 4 | 2xx, 3xx, 4xx, 5xx | |
| | HTTP headers | 8 | caching, content, CORS, performance, rate-control, request, security, SEO | |
|
|
| ## Citation |
|
|
| If you use this dataset, please cite: |
|
|
| ```bibtex |
| @misc{anady2026engineoptimization, |
| author = {Anady, Joseph W.}, |
| title = {ThatDevPro Engine Optimization Reference Corpus}, |
| year = {2026}, |
| publisher = {Hugging Face}, |
| howpublished = {\url{https://huggingface.co/datasets/ThatDeveloperGuy13/engine-optimization-reference}}, |
| note = {Maintained by \href{https://www.thatdevpro.com}{ThatDevPro}} |
| } |
| ``` |
|
|
| ## Provenance |
|
|
| Compiled from the live [thatdevpro.com/reference/](https://www.thatdevpro.com/reference/) library, which is also served as `llms.txt` and `llms-full.txt` at: |
|
|
| - [thatdevpro.com/llms.txt](https://thatdevpro.com/llms.txt) |
| - [thatdevpro.com/llms-full.txt](https://thatdevpro.com/llms-full.txt) |
|
|
| ## Related Resources |
|
|
| - [aio-surfaces](https://github.com/Janady13/aio-surfaces) — Python toolkit generating `llms.txt`, `aeo.json`, `entity.json`, and `brand.json` from a single typed site config |
| - [seo-sidecar](https://github.com/Janady13/seo-sidecar) — FastAPI + nginx SSI sidecar for live Schema.org JSON-LD injection |
| - [ThatDeveloperGuy.com](https://thatdeveloperguy.com) — SDVOSB-certified veteran-owned web + AI engineering studio |
| - [Wikidata Q139901957](https://www.wikidata.org/wiki/Q139901957) — author entity |
|
|
| ## License |
|
|
| Released under CC BY 4.0. Attribution required. ThatDevPro and ThatDeveloperGuy.com are trademarks of Joseph W. Anady. |
|
|
