How to Track SaaS Pricing Changes Across 100+ Tools

SaaS pricing changes constantly. If you manage software procurement or build comparison tools, tracking these changes automatically saves significant time and money. The Opportunity SaaS pricing pages are public but unstructured. By scraping them regularly, you can detect price increases before renewals, build competitive intelligence, and create comparison tools. Core Setup import requests from bs4 import BeautifulSoup import json import hashlib from datetime import datetime from pathlib import Path import re import time import random SCRAPER_KEY = " YOUR_SCRAPERAPI_KEY " def fetch_page ( url ): resp = requests . get ( " http://api.scraperapi.com " , params = { " api_key " : SCRAPER_KEY , " url " : url , " render " : " true " }, timeout = 30 ) return BeautifulSoup ( resp . text , " html.parser " ) Scraping Pricing Pages SAAS_WATCHLIST = [ { " name " : " Slack " , " url " : " https://slack.com/pricing " , " category " : " communication " }, { " name " : " Notion " , " url " : " https:/