Competitor price monitoring is only useful if the data is accurate. Sites often serve different prices — or block you entirely — when they detect automated collection from datacenter IPs. Clean residential proxies return the prices real customers actually see.
Why naive scraping returns bad data
Without residential IPs and proper rotation, you risk price cloaking, geo-redirects and outright bans that quietly corrupt your dataset.
- Cloaked or placeholder prices for bots
- Geo-redirects to the wrong market
- Rate limits that create gaps in coverage
Collecting prices reliably
Spread requests across many residential IPs, target the right market, and refresh on a schedule that matches how often prices change.
- Rotate IPs to avoid rate limits
- Target the country you're pricing for
- Refresh hourly for fast-moving categories