SEO API: How to Pull Rankings, Backlinks, and Metrics Programmatically
If your SEO workflow still means logging into dashboards and copying numbers into spreadsheets, you’re leaving time and scale on the table.…
Practical references for pulling, transforming and reporting analytics data programmatically — privacy-first tools, open-source endpoints, real pipelines. No dashboards required.
If your SEO workflow still means logging into dashboards and copying numbers into spreadsheets, you’re leaving time and scale on the table.…
When a client asks me “can we see what’s happening on our site right now,” they picture a live ticker — events…
Most privacy-first analytics setups stop at the dashboard. You log in, check your numbers, and move on. But if you want to…
Most analytics platforms give you a dashboard. Matomo gives you an API. And if you’ve ever needed to pull visit data into…
Most SEO teams are still copying data out of dashboards by hand. Search Console in one tab, your analytics platform in another,…
Most people think of web analytics as a dashboard you log into. But behind every dashboard — whether you built it yourself…
From first principles to production pipelines.
What the API layer is, how data flows, and why it beats screen-scraping the dashboard.
Scheduled pulls, transforms and warehouse loads — turning endpoints into pipelines.
Search Console & analytics APIs wired into automated, repeatable SEO reporting.
Auth, tokens, pagination, rate limits — the mechanics of calling analytics endpoints reliably.
Matomo, Plausible, Umami, Site Kit — what each API exposes and where it stops.
The full index of references across every topic covered here.