markdown output

From JSON to Markdown: Reducing AI SEO Analysis Token Costs by 90%

AI SEO analysis pipelines usually run into two problems quickly. First, the more data you analyze, the more input tokens you send to the model. Adding more keywords, markets, competitors, pages, or result rows makes every prompt longer. That may not matter for a one-off analysis, but it matters

A funnel turns bulky JSON search results into slim Markdown pages for a local LLM

AI Agents

How to Fit More Web Search Data into a Local LLM

Use SerpApi's Markdown output and the JSON Restrictor to give a local LLM more web search data in the same context window, tested on four models in LM Studio.

airbnb

How to Scrape Airbnb Data

We have added a new search API for scraping home rental listings, the Airbnb Search API. You can now gather Airbnb listing names, number of reviews, badges, and price all through one simple endpoint.

Robot with a magnifying glass inspecting four in-trays, three overflowing with crumpled pages and one with a neat page

AI Agents

Comparing Markdown Search Results: SerpApi vs. Exa, Tavily, and Firecrawl

We ran the same three queries through SerpApi, Tavily, Exa, and Firecrawl and compared where the markdown lives, what it costs in tokens, and what a model can answer from it.

markdown output

Introducing SerpApi's New Markdown Output

SerpApi now returns any search as clean Markdown. Curated for LLMs, roughly half the tokens on average, and zero configuration across all 100+ APIs.

APIs

By industry

By use case

Easy integrations

Features

Company

Pricing