Datasets
Public JSON datasets and machine-readable resources for AI search visibility, glossary terms, and semantic SEO research.
I don't just talk about semantic structure, I publish it. These are the public datasets behind AI Symantix, in a format you can inspect by hand and a machine can reuse directly.
These JSON and markdown files are intentionally public. They are meant to support discovery, validation, AI retrieval, and reuse.
Search Visibility to Inquiries
A frozen 28-day baseline with daily records, disclosed queries, and a forward conversion study.
Inspect the BaselineSEO and AI Search Visibility Datasets
AI Search Visibility Using SEO Datasets
Which crawlers fetch published SEO datasets across 127 websites, how they find the files, what Google does with a dataset page, and what none of it proves.
AI Bot Visibility Across Five Websites
A matched five-site test showing why crawler growth does not become a search visibility forecast, even when site age and size are kept close.
AISymantix AI Bot Visibility
The original single-site test of whether Good Bot activity precedes search visibility, including the counterexamples that keep the claim honest.
CTR by Search Position
A first-party click-through-rate curve by Google ranking position, measured across 2.8 million impressions on 135 properties, including the relative weights a search visibility score is calculated from.
Search Visibility Index
A dated monthly reading of where search impressions actually land on the click curve, including the share falling into the band where clicks effectively do not happen.
Glossary Terms Dataset
A public JSON dataset of glossary terms, definitions, related terms, and canonical URLs across AI search visibility, semantic SEO, and entity architecture.
AI Content Catalog
A machine-readable catalog of pages, glossary terms, articles, and related AI-facing resources published by AI Symantix.
How to Use the SEO and AI Visibility Datasets
- Review definitions and related terms in a single reusable dataset
- Trace canonical glossary URLs for internal linking, citation, and entity mapping
- Inspect how AI Symantix structures machine-readable content for AI systems
- Use the catalog as a starting index for deeper semantic SEO research
Build Your Own SEO Datasets From Worked Examples
If you want to experiment with making your own datasets, use DatasetsMaker. If you want to see how datasets can support SEO and marketing strategy, study DatasetSEO.
DatasetsMaker.com helps you experiment with creating your own datasets. DatasetSEO.com shows how datasets can be used in SEO marketing.
Download the SEO and AI Visibility Source Files
The aggregate dataset is the easiest starting point, but the underlying glossary JSON files also remain public by design. That keeps the source layer transparent and reusable.
View a raw glossary term JSON file or browse the Glossary for the human-facing version.
Build Semantic SEO Datasets for Your Website
AI visibility improves when your structure is readable by humans and understandable to machines.
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