Reddit caps each OAuth client and IP to roughly 1 000 requests per ten minutes and blocks most VPN or datacentre ranges, so high-scale data miners rely on rotating residential proxies to stay under the radar, avoid HTTP-429 lockouts and gather millions of posts in real time.
Best-in-class networks swap every call through genuine consumer IPs, reset counters before limits trigger, and let you “pin” a sticky address for 5–30 minutes so vote history, cookies and live-thread sockets remain intact. Large, globally distributed pools (5 M+ addresses) slash block rates below one percent while a built-in governor keeps each shard under 60 requests per minute.
Many subreddits demand 10–200 karma before allowing posts; shadow-bans hit low-karma activity from suspicious IPs. Assigning each account its own residential endpoint keeps device heuristics happy and preserves karma growth. City-level filters, meanwhile, unlock region-gated ads, private communities and language-specific threads so marketers preview local content exactly as users see it.
Trend spotting & sentiment analysis: NLP pipelines fed by residential proxies surface product buzz weeks before mainstream coverage. Ad verification: Location-filtered IPs confirm promoted posts, display creatives and CPC bids render correctly in every target market. Compliance & brand-safety checks: Isolating research traffic through reputable pools prevents account flags and preserves user trust.
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