Free SEO ML Training Dataset
Free SEO Dataset for Machine Learning
Download a real SEO dataset built for machine learning, SEO data science, and marketing analysis. 429 URLs, a 90-day Google Search Console window, and 5 production domains. No synthetic data, no scraping, just GSC API pulls joined to live page structure.
Dataset Snapshot
What's in the SEO dataset
429 URLs across agebettertoday.com, as400system.com, datasetseo.com, datasetsmaker.com, and krisada.com. Each row pairs Google Search Console performance with page-level content features.
Search performance labels: total clicks, total impressions, average CTR, average position, best position, and a first-45-vs-last-45-day trend label.
On-page SEO features: title tag, meta description, H1 text, H2 count, word count, schema.org types, structured data flag, internal link count, canonical tag presence, and template type.
Why this training data is useful
Most public SEO datasets are scraped from third-party rank trackers or generated as demos. This one is neither.
Every performance row comes from the Google Search Console API against real, currently live pages. Every content signal was extracted from live HTML at fetch time. That gives you a clean feature and label pairing for testing models that predict search performance from on-page SEO signals.
Use it for SEO data science, page scoring experiments, feature importance checks, ranking opportunity models, and marketing analysis workflows that need downloadable data instead of dashboard screenshots.
Built for SEO Data Science
The free SEO ML dataset is small enough to inspect by hand and structured enough to plug into notebooks, scripts, spreadsheets, or internal dashboards.
Search Labels
Clicks, impressions, CTR, average position, best position, and recent trend labels give each URL measurable search outcomes.
Review GSC Metrics →Page Features
Titles, descriptions, headings, word count, schema types, internal links, canonical tags, and templates become model-readable fields.
Inspect SEO Features →Portable Files
CSV works in spreadsheets and notebooks. JSON works in apps, pipelines, agents, and structured data validation workflows.
View JSON Reference →Sample rows
| Domain | Page | Word Count | Clicks (90d) | Avg Position | CTR |
|---|---|---|---|---|---|
| agebettertoday.com | / | 910 | 65 | 32.9 | 9.3% |
| krisada.com | /directory/portfolio/ | 1204 | 38 | 18.4 | 6.7% |
| datasetsmaker.com | /dataset-library/ | 742 | 21 | 24.2 | 4.4% |
| as400system.com | /what-is-as400/ | 1560 | 112 | 9.6 | 14.0% |
| agebettertoday.com | /glossary/supplements/vitamin-k2-mk7 | 307 | 0 | 65.8 | 0.0% |
Download the free dataset
One email field, no spam. You'll get the CSV and JSON files immediately, plus the file links by email.