DivParser AI Extraction: Replace Custom Parsers with Typed JSON
Patch your scraping pipeline to replace custom parsers with a call to DivParser /v1/parse, passing your HTML and desired schema.
Patch your scraping pipeline to replace custom parsers with a call to DivParser /v1/parse, passing your HTML and desired schema.
Summary
Scraping APIs like ScraperAPI, Scrape.do, and ScrapingBee solve the hard problem of fetching pages behind bot detection, CAPTCHAs, and IP blocks, but they leave developers with raw HTML that must be parsed manually. Custom parsers written in cheerio, puppeteer, or regex require continuous maintenance as sites change markup, leading to frequent selector breakage and increased engineering cost. DivParser offers an AI extraction layer that accepts raw HTML and a plain‑English schema, returning clean, typed JSON without any custom code. The /v1/parse endpoint accepts a JSON payload with the HTML and a schema string such as “Extract product name, price, rating and availability”, and responds with an array of objects containing those fields. DivParser’s typed schema enforcement via Nestlang guarantees that numeric fields are returned as numbers, not strings with currency symbols. By combining a fetching layer that handles anti‑bot measures with DivParser’s extraction, teams can eliminate the parsing step entirely and focus on downstream logic. The service supports free tier usage, making it a low‑friction addition to existing scraping pipelines. Adopting DivParser reduces maintenance overhead, speeds up feature delivery, and provides structured data ready for AI pipelines or downstream APIs.
Key changes
- DivParser’s /v1/parse endpoint accepts raw HTML and a plain‑English schema string.
- Returns clean, typed JSON objects with fields like name, price, rating, and availability.
- No need for cheerio, puppeteer, or regex; parsing is handled by AI.
- Typed schema enforcement via Nestlang guarantees numeric fields are returned as numbers.
- Works with any fetching layer; can be combined with ScraperAPI or similar services.
- Supports multiple sites with one schema per site, eliminating per‑site parser maintenance.
- Eliminates maintenance overhead and speeds up feature delivery for scraping pipelines.
- Free tier available, making it low‑friction to test and adopt.