Best SearchApi Alternatives (2026) – Crawleo vs. SearchApi for AI & Data Extraction

Crawleo vs. SearchApi: Which Web Data API fits your AI & Scraping Needs? In the world of automated data collection, access to the live web is non-negotiable. However, "accessing the web" can mean two very different things: scraping search engine result pages (SERPs) to track rankings, or visiting websites to read and extract their actual content.
This distinction is the core difference between Crawleo and SearchApi. While both connect your code to the internet, they serve fundamentally different purposes. This article explores their unique strengths to help you decide which one belongs in your tech stack.
What is SearchApi? SearchApi is a dedicated SERP (Search Engine Results Page) scraper. Its primary goal is to return the exact list of results you would see on Google, Bing, YouTube, or Amazon.
It excels at bypassing CAPTCHAs and managing proxies to give you a structured JSON list of search results.
Key Features:
Focus: SERP Scraping (Google, Google Shopping, YouTube, etc.).
Output: Structured JSON containing titles, snippets, rankings, and ad data.
Primary Use Case: SEO monitoring, ad tracking, market research, and rank analysis.
Mechanism: You send a query (e.g., "iphone 16 price"), and it returns the list of links found on Google.
What is Crawleo? Crawleo is a "Search & Crawl" API built specifically for AI agents, RAG (Retrieval-Augmented Generation), and LLMs. It doesn't just show you the search results; it visits the pages, renders the JavaScript, and extracts the main content into clean formats that AI models can understand.
Key Features:
Focus: AI-Native Search & Deep Crawling.
Output: LLM-ready formats like Markdown, Clean HTML, and Text.
Primary Use Case: AI Agents (like Claude/ChatGPT), RAG pipelines, content summarization, and automation.
Mechanism: You send a query, and it can return both the search results and the full content of the pages, stripped of clutter and ready for your AI model.
Privacy: Zero data retention policy, ensuring your AI's queries remain private.
Key Differences: The Deep Dive
- The "Depth" of Data SearchApi stops at the door. It gives you the address book (the search result page). It tells you what pages exist for a keyword, their title, and a short snippet. If you want to read the actual article on that page, you would need to build a separate scraper to visit that URL.
Crawleo enters the building. It provides the search results but also offers deep crawling. It can visit the URLs, execute the JavaScript (necessary for modern dynamic sites), and return the full article text in Markdown.
- Output Format SearchApi (JSON for Developers): Returns nested JSON objects perfectly structured for programmatic analysis of rankings.
{
"organic_results": [
{ "position": 1, "title": "Example Site", "link": "https://example.com" }
]
}
Crawleo (Markdown for AI): Returns content formatted for Large Language Models.
# The Actual Article Title
Here is the full content of the article found on the page, cleaned of ads and navigation...
3. Integration Ecosystem
SearchApi is a standard REST API easily used by any backend service.
Crawleo offers a REST API but also provides native MCP (Model Context Protocol) support. This allows AI assistants like Claude Desktop, Cursor, and Windsurf to "use" Crawleo directly to search the web and answer your questions in real-time without you writing a single line of code.
Summary: Which One Should You Choose? Use SearchApi if: You are building an SEO tool (rank tracker, keyword analyzer).
You need to monitor Google Shopping prices or YouTube rankings.
You only need the metadata (title, URL, snippet) of search results, not the full page content.
You want to scrape specific vertical engines like Google Images or Amazon Search.
Use Crawleo if: You are building an AI Agent or Chatbot.
You need to feed live web content into an LLM (RAG pipeline).
You want Markdown output to save on token costs and preprocessing time.
You need a single API that handles both finding pages (search) and reading them (crawling).
Privacy and zero data retention are critical for your application.
Conclusion If your goal is to analyze search engines, SearchApi is the robust industry standard. If your goal is to feed web knowledge to an AI, Crawleo is the modern, optimized solution designed for the age of Generative AI.
Related Posts
How to Build LLM Training Datasets at Scale with Web Crawling
Training modern large language models requires massive, continuously updated datasets sourced from the open web. This guide explains how AI teams can build scalable, high quality LLM training datasets using web crawling, with practical architecture patterns and best practices.
Rate Limiting, Proxies, and CAPTCHAs: Why DIY Scraping Does Not Scale
Building your own web scraping stack seems simple at first, until rate limits, proxy bans, and CAPTCHAs bring everything to a halt. This article explains why DIY scraping fails at scale and how Crawleo removes these hidden costs for developers and AI teams.

Building Advanced AI Agents: How to Combine RAG with Real-Time Web Search
Learn how to bridge the gap between internal company knowledge and the live web. This guide explores a powerful pattern for building AI agents that can query private handbooks while simultaneously performing filtered real-time web searches to provide the most accurate, cited responses.