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ai-overview

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Self-hosted SEO platform: rank tracking, keyword research, competitor gaps, AI Overview visibility, site audits, link gaps, and local map-pack grids — for ~$4/month on DataForSEO instead of $139/month SaaS.

  • Updated Jul 16, 2026
  • Python

Seven Python tools for SEO research. They harvest Google Suggest, find breakout Trends queries, build People Also Ask trees, classify SERP intent, measure SERP overlap, find content gaps and track AI Overviews through HasData's APIs. A study runs the SEO script from Google's AI Overview on 200 live domains, and 84 of them block it.

  • Updated Oct 2, 2026
  • Python

SERP API that returns the live Google results page by city and device as structured JSON, with the raw HTML on request: organic results, ads, People Also Ask, People Are Saying, local pack, related searches, shopping cards and the AI Overview.

  • Updated Nov 5, 2026

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