{"id":20390,"name":"Trend Data Resilience Engine","purpose":"A robust data scraping service built to overcome the common issues of scraper failures due to IP reputation and Google Trends' lack of an official API, ensuring reliable data collection for market analysis and trend identification.","profitable":1,"date_generated":"Saturday August 2026 12:11","reference":"trend-data-resilience","technology_advise":["Python","SQLite","Medium"],"development_time_estimation_mvp_in_hours":100,"grade":6.5,"category":"data","view_count":30,"similar_ideas":[{"id":18165,"name":"Trend Data Auditor","grade":5.8,"category":"data"},{"id":22531,"name":"Google Trends API Proxy","grade":7.2,"category":"devtools"},{"id":18904,"name":"Global Trends Dashboard","grade":7.0,"category":"data"},{"id":10190,"name":"Trend Foresight AI","grade":7.8,"category":"devtools"},{"id":22911,"name":"Dynamic Scraping Guardian","grade":7.2,"category":"devtools"}],"source_headline":"Why Trend-Data Scrapers Silently Fail (And How I Fixed It)"}