For many SEO beginners and small business owners, TinyRanker has long been a go-to entry point. It offers a simple interface and covers the basics: tracking your keyword positions and giving you a rough idea of where you stand in the SERPs (Search Engine Results Pages).

: Prototype with XGBoost + ONNX Runtime. If model size exceeds limits, prune trees or fall back to LightLTR. Avoid cloud APIs unless you cannot run inference on-device at all.

Includes website auditing and competitor research. Best For: Growing agencies and mid-sized businesses. 2. Semrush

Semrush is an industry leader. It goes far beyond basic rank tracking. Tracks millions of keywords globally.