What should a modern SERP API handle in 2026?

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Hey everyone 👋

I've been working on Serpent API and one thing I've realized is that search data is changing much faster than traditional SERP APIs.

It's no longer just about getting the top 10 Google results.

Developers are increasingly dealing with:

  • AI Overviews & AI citations

  • Local search & Google Maps

  • Rank tracking

  • Multiple search engines

  • Structured data for AI agents

  • High-volume requests without huge infrastructure costs

I'm curious what other builders are actually struggling with right now.

If you were building an SEO tool, AI agent, rank tracker, or search product today, what would you expect from a SERP API?

Is it mainly price, reliability, latency, coverage, AI search data, or something else?

I'd genuinely love to hear what you're building and what you're finding difficult.

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