nod-rank-tracker

To monitor keyword rankings you run a Python script with a target domain and keyword, which fetches daily SERP snapshots via the NodesHub API and compares position changes against previous days. This provides accurate tracking of Google search ranking trends over time.

SERP monitoring tracks search engine result page positions by saving daily keyword ranking snapshots and comparing them against previous days to identify position changes. This allows you to measure ranking progress or declines for a domain over time using real-time Google search data.

Yes, a NodesHub API key is required to fetch real-time Google SERP data for keyword tracking. You also need Python 3.9 or higher and internet access to run the ranking analysis script and communicate with the NodesHub SERPdata API.

Yes, you can track competitor keyword rankings by passing any target domain into the tracking script to fetch its daily SERP positions. This allows you to monitor how competitors rank for specific keywords and compare their position changes over time.

Daily keyword position tracking is automated by executing a Python script that queries the NodesHub SERPdata API for current Google rankings and stores daily snapshots. Running this script regularly generates time-series ranking data for ongoing position comparison and analysis.

Python 3.9 or higher is required because the tracking script relies on modern Python features to process NodesHub API responses and manage SERP data snapshots. Older Python versions may lack the necessary compatibility to execute the ranking analysis dependencies correctly.