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Impeccable

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Timo Knuth
2026-04-29 20:34:09 +02:00
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Lesson:
For lead scraping, do not rely only on pre-enrichment dedupe. Website crawling can assign the same corporate email to multiple locations, so exports must be deduplicated again by final email before use.
Lesson:
Large API scraping runs should write incremental output or use smaller controlled batches. A long Overpass workflow can hang or rate-limit without producing files, making it hard to recover useful partial results.