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Notes from the team.

Practical writeups on web scraping, anti-bot tactics, structured extraction, SERPs and the messy realities of building data pipelines for AI.

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SERP AI Tutorial

ChatGPT Plus Subscription: What You Get, What It Costs, and How to Query It via API

ChatGPT Plus costs $20 per month and gives you higher message limits, access to the newest models, image generation, Sora video, and Deep Research. For developers who want to query ChatGPT programmatically at scale, Ujeebu's API makes that possible without a Plus subscription.

Sam Nov 2, 2026 14 min read

AI ChatGPT Content Extraction

AI Product Spec Extraction: How to Extract Product Data with an LLM and a Scraping API

AI product spec extraction combines a scraping API with an LLM to pull structured fields from any live product page, without writing CSS selectors or maintaining fragile parsers. This guide shows the full pipeline, working Python code, and what it costs per 1,000 pages.

Youssef Oct 10, 2024 15 min read