Master Real Estate Web Scraping: Property Data Extraction Guide

ืขื•ื“ื›ืŸ ืœืื—ืจื•ื ื” ื‘-May 7, 2026
Master real estate web scraping property data extraction guide with illustrated city buildings

ืชืขืฉื™ื™ืช ื”ื ื“ืœ"ืŸ ื ืžืฆืืช ื‘ืขื™ืฆื•ืžื• ืฉืœ ืžืจื•ืฅ ื–ื”ื‘ ืฉืœ ื ืชื•ื ื™ื. ื›ืฉื”ืฉื•ื•ืงื™ื ื ืขื™ื ืžื”ืจ ืžืื™ ืคืขื ื•ื”ืชื—ืจื•ืช ืจืง ืžืชื—ืžืžืช, ื ืชื•ื ื™ื ืขื“ื›ื ื™ื™ื ื•ืžื“ื•ื™ืงื™ื ื”ื ืœื ืกืชื "ื ื—ืžื“ ืฉื™ื”ื™ื”" โ€” ื”ื ื”ื”ื‘ื“ืœ ื‘ื™ืŸ ืกื’ื™ืจืช ืขืกืงืื•ืช ืœื‘ื™ืŸ ืคืกืคื•ืก ื”ื–ื“ืžื ื•ื™ื•ืช. ื•ื‘ื›ืœ ื–ืืช, ืœืžืจื•ืช ื”ืฉืคืข ืฉืœ ืžื•ื“ืขื•ืช ืžืงื•ื•ื ื•ืช ื•ืคืœื˜ืคื•ืจืžื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช, ืจื•ื‘ ืฆื•ื•ืชื™ ื”ื ื“ืœ"ืŸ ืขื“ื™ื™ืŸ ืชืงื•ืขื™ื ื‘ืžืกืœื•ืœ ื”ืื™ื˜ื™, ื ืื‘ืงื™ื ื‘ืžื—ืงืจ ื™ื“ื ื™ ื•ื‘ื™ื ืื™ื ืกื•ืคื™ ืฉืœ ื”ืขืชืง-ื”ื“ื‘ืง. ืจืื™ืชื™ ืžืงืจื•ื‘ ืื™ืš ืฆื•ื•ืืจ ื”ื‘ืงื‘ื•ืง ื”ื–ื” ื™ื›ื•ืœ ืœืขืœื•ืช ืœื—ื‘ืจื•ืช ื‘ื™ื ื•ื ื™ื•ืช ืขื“ 1.8 ืžื™ืœื™ื•ืŸ ื“ื•ืœืจ ื‘ืฉื ื” ื‘ื’ืœืœ ื—ื•ืกืจ ื™ืขื™ืœื•ืช. ื–ื” ืœื ืจืง ืขื™ื’ื•ืœ ื–ื ื™ื— โ€” ื–ื• ื”ื–ื“ืžื ื•ืช ืื‘ื•ื“ื”.

ืื‘ืœ ื”ื ื” ื”ื—ื“ืฉื•ืช ื”ื˜ื•ื‘ื•ืช: ื—ื™ืœื•ืฅ ืื•ื˜ื•ืžื˜ื™ ืฉืœ ื ืชื•ื ื™ ื ื›ืกื™ื ืžืฉื ื” ืืช ื›ืœืœื™ ื”ืžืฉื—ืง. ืขื ื”ื›ืœื™ื ื”ื ื›ื•ื ื™ื, ื’ื ืžื™ ืฉืื™ืŸ ืœื• ืจืงืข ื˜ื›ื ื™ ื™ื›ื•ืœ ืœืืกื•ืฃ, ืœื ืชื— ื•ืœืคืขื•ืœ ืœืคื™ ื ืชื•ื ื™ ืฉื•ืง ื‘ืชื•ืš ื“ืงื•ืช ื‘ืžืงื•ื ื™ืžื™ื. ื‘ืžื“ืจื™ืš ื”ื–ื” ืืจืื” ืœืš ืื™ืš ื’ืจื™ืคืช ืืชืจื™ื ืฉืœ ื ื“ืœ"ืŸ ืขื•ื‘ื“ืช, ืœืžื” ื”ื™ื ื—ืฉื•ื‘ื”, ื•ืื™ืš ืืคืฉืจ ืœื”ืฉืชืžืฉ ื‘-Thunderbit โ€” ืชื•ืกืฃ ื”-Chrome ืฉืœื ื• ืฉืžื•ืคืขืœ ื‘ืืžืฆืขื•ืช AI โ€” ื›ื“ื™ ืœื”ืคื•ืš ืืช ื”ื›ืื•ืก ืฉืœ ืฉื•ืง ื”ื“ื™ื•ืจ ืœื™ืชืจื•ืŸ ืชื—ืจื•ืชื™. ื‘ื™ืŸ ืื ืืชื” ืกื•ื›ืŸ ืžื›ื™ืจื•ืช, ืžืฉืงื™ืข ืื• ืื™ืฉ ืชืคืขื•ืœ, ื‘ื•ื ื ืคืชื— ื™ื—ื“ ืืช ืžืœื•ื ื”ืขื•ืฆืžื” ืฉืœ ื ืชื•ื ื™ ื”ื ื›ืกื™ื.

ื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ: ืžื” ื–ื” ื•ืœืžื” ื–ื” ื—ืฉื•ื‘?

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ืžื”ื™ ื’ืจื™ืคืช ื ืชื•ื ื™ื ื•ืื™ืš ืขื•ืฉื™ื ืืช ื–ื” ื‘-2026 Get Started Free

ื‘ื•ืื• ื ืคืฉื˜ ืืช ื”ืžื•ื ื—ื™ื. ื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ ื”ื™ื ืคืฉื•ื˜ ื“ืจืš ืืœื’ื ื˜ื™ืช ืœื•ืžืจ: "ืชื ื• ืœืขื•ื–ืจ ื“ื™ื’ื™ื˜ืœื™ ืœืืกื•ืฃ ืขื‘ื•ืจื›ื ืžื™ื“ืข ืขืœ ื ื›ืกื™ื ืžืืชืจื™ื." ื‘ืžืงื•ื ืœื‘ื–ื‘ื– ืฉืขื•ืช ืขืœ ื”ืขืชืงืช ืคืจื˜ื™ื ืž-Zillow, ืž-Realtor.com ืื• ืžื”-MLS ื”ืžื•ืขื“ืฃ ืขืœื™ืš, ื’ืจื™ืคืช ืืชืจื™ื ื™ื›ื•ืœื” ืœืฉืœื•ืฃ ืืœืคื™ ืžื•ื“ืขื•ืช, ืžื—ื™ืจื™ื ื•ืคืจื˜ื™ ืกื•ื›ื ื™ื ื‘ืชื•ืš ื“ืงื•ืช (hirinfotech.com). ืชื—ืฉื•ื‘ ืขืœ ื–ื” ื›ืขืœ ืžืชืžื—ื” ืขืœ-ืื ื•ืฉื™ ืฉืœืขื•ืœื ืœื ืžืชืขื™ื™ืฃ, ืœื ื˜ื•ืขื” ื‘ื”ืงืœื“ื”, ื•ืืฃ ืคืขื ืœื ืžื‘ืงืฉ ื”ืคืกืงืช ืงืคื”.

ื–ื—ืœืŸ ืืชืจ ืœืฉื•ืง ื”ื“ื™ื•ืจ ื”ื•ื ื”ืžื ื•ืข ืฉืžืื—ื•ืจื™ ื›ืœ ื–ื”. ื”ื•ื ืžื ื•ื•ื˜ ื‘ืฆื•ืจื” ืฉื™ื˜ืชื™ืช ื‘ืคืœื˜ืคื•ืจืžื•ืช ืžื•ื“ืขื•ืช, ืื•ืกืฃ ืืช ื”ื ืชื•ื ื™ื ืฉืžืขื ื™ื™ื ื™ื ืื•ืชืš ื•ืžืืจื’ืŸ ืื•ืชื ืœื’ื™ืœื™ื•ืŸ ืืœืงื˜ืจื•ื ื™ ืžืกื•ื“ืจ. ืื™ืŸ ื™ื•ืชืจ ื”ืงืœืงื•ืช ื“ืจืš ืื™ื ืกืคื•ืจ ืขืžื•ื“ื™ื ืื• ื”ืฆื˜ืžืฆืžื•ืช ืžื•ืœ ื˜ืงืกื˜ ื–ืขื™ืจ. ื”ื”ื‘ื“ืœ ื‘ื™ืขื™ืœื•ืช ืขืฆื•ื โ€” ืžื” ืฉืคืขื ื”ื™ื” ื‘ืœืชื™ ืืคืฉืจื™ ืœืื“ื ื”ื•ื ื”ื™ื•ื ืขื ื™ื™ืŸ ื˜ืจื™ื•ื•ื™ืืœื™ ืœื’ืจื™ืคืจ.

ืื™ืœื• ืกื•ื’ื™ ื ืชื•ื ื™ ื ื›ืกื™ื ืืคืฉืจ ืœื—ืœืฅ? ื›ืžืขื˜ ื›ืœ ื“ื‘ืจ ืฉืจื•ืื™ื ื‘ืืชืจ ืžื•ื“ืขื•ืช:

  • ืคืจื˜ื™ ืžื•ื“ืขื”: ื›ืชื•ื‘ืช, ืฉื›ื•ื ื”, ื—ื“ืจื™ ืฉื™ื ื”, ื—ื“ืจื™ ืจื—ืฆื”, ืฉื˜ื—, ืชื™ืื•ืจื™ื
  • ืžื™ื“ืข ืขืœ ืžื—ื™ืจื™ื: ืžื—ื™ืจ ืžื‘ื•ืงืฉ, ืฉื›ืจ ื“ื™ืจื”, ื”ื™ืกื˜ื•ืจื™ื™ืช ืžื—ื™ืจื™ื, ืฉื™ื ื•ื™ื™ื ืื—ืจื•ื ื™ื
  • ืคืจื˜ื™ ืกื•ื›ืŸ/ืžื•ื›ืจ: ืฉืžื•ืช, ืžืกืคืจื™ ื˜ืœืคื•ืŸ, ืื™ืžื™ื™ืœื™ื, ืคืจื˜ื™ ืžืฉืจื“
  • ืชืžื•ื ื•ืช ื•ืžื“ื™ื”: ืชืžื•ื ื•ืช ื”ื ื›ืก, ืงื™ืฉื•ืจื™ื ืœืกื™ื•ืจ ื•ื™ืจื˜ื•ืืœื™
  • ืžื˜ื”-ื ืชื•ื ื™ื: ืชืืจื™ืš ืคืจืกื•ื, ืกื˜ื˜ื•ืก (ืœืžื›ื™ืจื”, ื ืžื›ืจ, ื‘ื”ืžืชื ื”), ืžื•ืขื“ื™ ื‘ื™ืช ืคืชื•ื—
  • ืจืฉื•ืžื•ืช ืฆื™ื‘ื•ืจื™ื•ืช: ื“ื™ืจื•ื’ื™ ื‘ืชื™ ืกืคืจ, ื ืชื•ื ื™ ืžืคืงื“, ืฉื™ืจื•ืชื™ื ืงืจื•ื‘ื™ื

ืขื ื™ื•ืชืจ ืž-95% ืžืจื•ื›ืฉื™ ื”ื‘ืชื™ื ื”ืžืฉืชืžืฉื™ื ื‘ื›ืœื™ื ืžืงื•ื•ื ื™ื ื‘ื—ื™ืคื•ืฉ ืฉืœื”ื, ื”ื ืชื•ื ื™ื ื”ืืœื” ื”ื ืžื›ืจื” ื–ื”ื‘ โ€” ืื ืจืง ืžืฆืœื™ื—ื™ื ืœืืกื•ืฃ ืื•ืชื. ื’ืจื™ืคืช ืืชืจื™ื ืžื‘ื˜ื™ื—ื” ืฉืœื ืชื™ืฉืืจ ืžืื—ื•ืจ, ืžื—ื›ื” ืœื“ื•ื— ื”ืจื‘ืขื•ื ื™ ื”ื‘ื, ื‘ื–ืžืŸ ืฉื”ืžืชื—ืจื™ื ืฉืœืš ื›ื‘ืจ ืกื•ื’ืจื™ื ืขืกืงืื•ืช.

ื”ืขืจืš ื”ืขืกืงื™ ืฉืœ ื—ื™ืœื•ืฅ ื ืชื•ื ื™ ื ื›ืกื™ื

ืœืžื” ื‘ื›ืœืœ ืœื”ืชืขืกืง ืขื ื—ื™ืœื•ืฅ ื ืชื•ื ื™ ื ื›ืกื™ื? ื›ื™ ื ืชื•ื ื™ื ื˜ื•ื‘ื™ื ื™ื•ืชืจ ืžื•ื‘ื™ืœื™ื ืœื”ื—ืœื˜ื•ืช ื˜ื•ื‘ื•ืช ื™ื•ืชืจ โ€” ื•ื‘ื ื“ืœ"ืŸ, ืชื–ืžื•ืŸ ื”ื•ื ื”ื›ื•ืœ. ื›ืš ื’ืจื™ืคืช ืืชืจื™ื ืžืฉื ื” ืืช ื”ืชืขืฉื™ื™ื”:

ืžืงืจื” ืฉื™ืžื•ืฉื”ื ืชื•ื ื™ื ืฉื—ื•ืœืฆื•ื”ื™ืชืจื•ืŸ ื”ืขืกืงื™
ื ื™ืชื•ื— ืฉื•ืงืžื•ื“ืขื•ืช, ืžื—ื™ืจื™ื, ืžืœืื™, ืžื’ืžื•ืชื–ื™ื”ื•ื™ ืžื•ืงื“ื ืฉืœ ืฉื™ื ื•ื™ื™ ืฉื•ืง, ื”ืชืืžืช ืชืžื—ื•ืจ, ื”ืฉืงืขื” ืœืคื ื™ ื”ืžืชื—ืจื™ื
ื™ืฆื™ืจืช ืœื™ื“ื™ืืคืจื˜ื™ ืงืฉืจ ืฉืœ ื‘ืขืœื™ื/ืกื•ื›ื ื™ื, ืคืจื˜ื™ ืžื•ื“ืขื”ื‘ื ื™ื™ืช ืจืฉื™ืžื•ืช ืœื™ื“ื™ื ืžืžื•ืงื“ื•ืช ืชื•ืš ื“ืงื•ืช, ื”ื’ืขื” ืœืงื•ื ื™ื/ืžื•ื›ืจื™ื ืœืคื ื™ ืื—ืจื™ื
ื”ืฉื•ื•ืืช ื‘ื™ืฆื•ืขื™ ืžืชื—ืจื™ืืžื•ื“ืขื•ืช ืฉืœ ืžืชื—ืจื™ื, ืฉื™ื ื•ื™ื™ ืžื—ื™ืจื™ื, ื™ืžื™ื ื‘ืฉื•ืงืื•ืคื˜ื™ืžื™ื–ืฆื™ื” ืฉืœ ื”ืชืžื—ื•ืจ, ืชื’ื•ื‘ื” ืœืžื”ืœื›ื™ ืžืชื—ืจื™ื, ื–ื›ื™ื™ื” ื‘ื™ื•ืชืจ ืžื•ื“ืขื•ืช
ืžื—ืงืจ ื”ืฉืงืขื•ืชื”ื™ืกื˜ื•ืจื™ื™ืช ืžื—ื™ืจื™ื, ืฉื™ืขื•ืจื™ ืฉื›ื™ืจื•ืช, ื ืชื•ื ื™ ืฉื›ื•ื ื”ื”ืขืจื›ื•ืช ืฉื•ื•ื™ ืžื“ื•ื™ืงื•ืช, ื–ื™ื”ื•ื™ ื ื›ืกื™ื ื‘ืžื—ื™ืจ ื ืžื•ืš ืžื”ืฉื•ืง, ืฉื™ืคื•ืจ ROI

ื‘ื•ืื• ื ื“ื™ื™ืง. ื—ื‘ืจืช PropTech ืื—ืช ืฉื™ืœื‘ื” ืžื•ื“ืขื•ืช ืฉื ื’ืจืคื• ื•ืื•ืชื•ืช ืžืจืฉืชื•ืช ื—ื‘ืจืชื™ื•ืช ื›ื“ื™ ืœื—ื–ื•ืช ืžื’ืžื•ืช ืžื—ื™ืจื™ื ื‘ืฉื›ื•ื ื•ืช ื‘ื“ื™ื•ืง ืฉืœ 92%, ืžื” ืฉื ืชืŸ ืœืžืฉืงื™ืขื™ื ื™ืชืจื•ืŸ ืฉืœ 47 ื™ื•ื ืœืคื ื™ ืื–ื•ืจื™ื "ื—ืžื™ื". ืกื•ื›ื ื•ืช ืื—ืจืช ื”ืฉืชืžืฉื” ื‘ืžืขืงื‘ ืื•ื˜ื•ืžื˜ื™ ืื—ืจื™ ืžืชื—ืจื™ื ื›ื“ื™ ืœื”ื’ื“ื™ืœ ืืช ืจื›ื™ืฉื•ืช ื”ืžื•ื“ืขื•ืช ื”ื—ื“ืฉื•ืช ื‘-34% ื•ืœืงืฆืจ ืืช ื”ื™ืžื™ื ื‘ืฉื•ืง ื‘-21%. ื”ืžืกืจ ื‘ืจื•ืจ: ื—ื™ืœื•ืฅ ื ืชื•ื ื™ื ืื•ื˜ื•ืžื˜ื™ ื”ื•ื ืœื ืจืง ืฉื“ืจื•ื’ ื˜ื›ื ื•ืœื•ื’ื™ โ€” ื”ื•ื ืžืื™ืฅ ืขืกืงื™.

ื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ ื‘ืคืขื•ืœื”: ืžืคืœื˜ืคื•ืจืžื•ืช ืžื•ื“ืขื•ืช ืœื ื™ืชื•ื— ืชื—ืจื•ืชื™

ื‘ื•ืื• ื ืจืื” ืื™ืš ื–ื” ื ืจืื” ื‘ืขื•ืœื ื”ืืžื™ืชื™. ื“ืžื™ื™ืŸ ืฉืืชื” ืžื ืชื— ื“ื™ืจื•ืช ืงื•ื ื“ื•ืžื™ื ื™ื•ื ื‘ืžืจื›ื– ื”ืขื™ืจ. ืขื ื’ืจื™ืคืจ ืืชืจื™ื, ืืคืฉืจ ืœืฉืœื•ืฃ ืืช ื›ืœ ื”ืžื•ื“ืขื•ืช ื”ื ื•ื›ื—ื™ื•ืช ืž-Zillow, ืž-Redfin ื•ืžื”-MLS ื”ืžืงื•ืžื™ ืฉืœืš โ€” ื›ืชื•ื‘ื•ืช, ืžื—ื™ืจื™ื, ืฉื˜ื—, ืคืจื˜ื™ ืกื•ื›ืŸ ื•ืืคื™ืœื• ื”ืชืžื•ื ื” ื”ืจืืฉื™ืช โ€” ืœืชื•ืš ื˜ื‘ืœื” ืื—ืช. ื‘ืจื’ืข ืื—ื“ ื™ืฉ ืœืš ืžื‘ื˜ ืฉืœ 360ยฐ ืขืœ ื”ืฉื•ืง, ืฉืžื“ื™ื ื” ืื—ืช ืœื ื™ื›ื•ืœื” ืœืกืคืง (grepsr.com).

ืฆื•ื•ืชื™ ืžื›ื™ืจื•ืช ืžืฉืชืžืฉื™ื ื‘ื ืชื•ื ื™ื ื”ืืœื” ื›ื“ื™ ืœื”ืจืฉื™ื ืœืงื•ื—ื•ืช ืขื ืจืฉื™ืžื•ืช ืžืขื•ื“ื›ื ื•ืช ื•ืžืกื•ื ื ื•ืช ืฉืžืชืื™ืžื•ืช ืœืงืจื™ื˜ืจื™ื•ื ื™ื ืฉืœื”ื โ€” ื‘ืœื™ ื—ื™ืคื•ืฉื™ื ื™ื“ื ื™ื™ื ื•ื‘ืœื™ ืžื™ื“ืข ืžื™ื•ืฉืŸ. ืฆื•ื•ืชื™ ืชืคืขื•ืœ ื•ืžื—ืงืจ ืขื•ืงื‘ื™ื ืื—ืจื™ ื”ื™ืฆืข ื•ื‘ื™ืงื•ืฉ ื‘ืืžืฆืขื•ืช ื’ืจื™ืคืช ืžื•ื“ืขื•ืช ื—ื“ืฉื•ืช ื•ืžื›ื™ืจื•ืช ืžื“ื™ ืฉื‘ื•ืข, ื•ื›ืš ืžืืคืฉืจื™ื ืชื›ื ื•ืŸ ืคืจื•ื™ืงื˜ื™ื ื—ื›ื ื™ื•ืชืจ. ื•ืžื” ืœื’ื‘ื™ ืžื•ื“ื™ืขื™ืŸ ืชื—ืจื•ืชื™? ื’ืจืคื• ืืช ื”ืžื•ื“ืขื•ืช ืฉืœ ื”ื™ืจื™ื‘, ืขืงื‘ื• ืื—ืจื™ ื”ืชืžื—ื•ืจ ืฉืœื”ื ื•ื–ื”ื• ืคืขืจื™ื ื‘ื›ื™ืกื•ื™ ืฉืœื”ื โ€” ื•ืื– ืชื™ื›ื ืกื• ืขื ื”ืฆืขื” ื˜ื•ื‘ื” ื™ื•ืชืจ.

ืกื•ื›ื ื•ืช ืื—ืช ื”ื‘ื—ื™ื ื”, ื“ืจืš ื’ืจื™ืคื”, ืฉืฉื›ื™ืจื•ื™ื•ืช ื™ื•ืงืจื” ืฉืœ ื—ื“ืจ ืฉื™ื ื” ืื—ื“ ื ืฉืืจื• ื–ืžืŸ ืจื‘ ื™ื•ืชืจ ื•ืงื™ื‘ืœื• ื”ื•ืจื“ื•ืช ืžื—ื™ืจ, ื‘ืขื•ื“ ืฉื“ื™ืจื•ืช ืขื ืฉื ื™ ื—ื“ืจื™ ืฉื™ื ื” ื ืขื• ืžื”ืจ. ื”ื ืฉื™ื ื• ืืช ืžื•ืงื“ ื”ื”ืฉืงืขื” ืฉืœื”ื ื•ื”ืชืื™ืžื• ืืช ื”ืชืžื—ื•ืจ ืœื™ื—ื™ื“ื•ืช ืฉื–ื–ื• ืœืื˜ โ€” ื”ื—ืœื˜ื•ืช ืฉื”ื™ื• ื‘ืœืชื™ ืืคืฉืจื™ื•ืช ืขื ืžื—ืงืจ ื™ื“ื ื™ ืžื”ืกื’ื ื•ืŸ ื”ื™ืฉืŸ.

ื•ืืœ ืชืฉื›ื—ื• ืชืชื™-ืขืžื•ื“ื™ื. ืืชืจื™ื ืจื‘ื™ื ืžืกืชื™ืจื™ื ืคืจื˜ื™ื ืขืกื™ืกื™ื™ื โ€” ื›ืžื• ื‘ื™ื•ื’ืจืคื™ื” ืฉืœ ื”ืกื•ื›ืŸ ืื• ื”ืขืจื•ืช ืขืœ ืฉื™ืคื•ืฅ โ€” ื‘ืขืžื•ื“ื™ ื”ื ื›ืก ื”ื‘ื•ื“ื“ื™ื. ื’ืจื™ืคืจ ืืชืจื™ื ื˜ื•ื‘ ื™ื›ื•ืœ ืœืขืงื•ื‘ ืื—ืจื™ ื”ืงื™ืฉื•ืจื™ื ื”ืืœื”, ืœืืกื•ืฃ ืืช ื”ืžื™ื“ืข ื”ื ื•ืกืฃ ื•ืœื”ืขืฉื™ืจ ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ืฉืœืš ืื•ื˜ื•ืžื˜ื™ืช. ื–ื” ื›ืžื• ืœืงื‘ืœ ืจืื™ื™ืช ืจื ื˜ื’ืŸ ืœืฉื•ืง ื”ื“ื™ื•ืจ.

ืœืžื” ืชืขืฉื™ื™ืช ื”ื ื“ืœ"ืŸ ืฆืจื™ื›ื” ื›ืœื™ ื’ืจื™ืคื” ื—ื›ืžื™ื ื™ื•ืชืจ

ai-powered-web-scraping-vs-fragile-scripts.png ื”ืžืœื›ื•ื“ ื”ื•ื ืฉื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ ืœื ืชืžื™ื“ ืงืœื”. ืืชืจื™ื ืžืฉื ื™ื ืžื‘ื ื”, ืคื•ืจืžื˜ื™ ื”ื ืชื•ื ื™ื ืžืฉืชื ื™ื ืžืงืฆื” ืœืงืฆื”, ื•ืืžืฆืขื™ ื”ื’ื ื” ื ื’ื“ ื’ืจื™ืคื” ืขืœื•ืœื™ื ืœื”ืคื™ืœ ื›ืœื™ื ืžื™ื•ืฉื ื™ื. ืฉื™ื˜ื•ืช ืžืกื•ืจืชื™ื•ืช โ€” ื›ืžื• ื”ืขืกืงืช ืžืคืชื— ืฉื™ื›ืชื•ื‘ ืกืงืจื™ืคื˜ื™ื ืื• ืฉื™ืžื•ืฉ ื‘ื›ืœื™ื ื‘ืกื™ืกื™ื™ื ืฉืœ ื”ืฆื‘ืข-ื•ืœื—ืฅ โ€” ื ืฉื‘ืจื•ืช ืœื ืคืขื ื›ืฉื”ืืชืจ ืžืชืขื“ื›ืŸ, ื•ืžืฉืื™ืจื•ืช ืื•ืชืš ืขื ืฆื ืจืช ื ืชื•ื ื™ื ืฉื‘ื•ืจื” ื•ื”ืจื‘ื” ื›ืื‘ ืจืืฉ (blog.pline.ai).

ืืชื’ืจื™ื ื ืคื•ืฆื™ื ื›ื•ืœืœื™ื:

  • ืกืงืจื™ืคื˜ื™ื ืฉื‘ื™ืจื™ื: ืฉื™ื ื•ื™ ืงื˜ืŸ ื‘ืืชืจ ื•ื”ื’ืจื™ืคืจ ืžืคืกื™ืง ืœืขื‘ื•ื“.
  • ืคื•ืจืžื˜ื™ื ืœื ืขืงื‘ื™ื™ื: ืžื—ื™ืจ ื›-"$1.2M" ื›ืืŸ, ื•-"$1,200,000" ืฉื โ€” ื‘ื”ืฆืœื—ื” ืœื ืชื— ืืช ื–ื”.
  • ืžื•ืจื›ื‘ื•ืช ื˜ื›ื ื™ืช: ื”ืจื‘ื” ื›ืœื™ื ื“ื•ืจืฉื™ื ืงื•ื“ ืื• ื”ืชืขืกืงื•ืช ื‘ืกืœืงื˜ื•ืจื™ื โ€” ืงืฉื” ืœืฆื•ื•ืชื™ื ืœื ื˜ื›ื ื™ื™ื.
  • ื‘ืขื™ื•ืช ื‘ืกืงื™ื™ืœ: ืฆืจื™ืš ืœื’ืจื•ืฃ ืžืื•ืช ืขืžื•ื“ื™ื ืื• ืœื”ืชืžื•ื“ื“ ืขื ืžื•ื“ืขื•ืช ื‘ื›ืžื” ืฉืคื•ืช? ื›ืœื™ื ืžืกื•ืจืชื™ื™ื ืžืชืงืฉื™ื.

ืœื›ืŸ ื”ืชืขืฉื™ื™ื” ืขื•ื‘ืจืช ืœืขื‘ืจ ืคืชืจื•ื ื•ืช ืžื•ื ืขื™ AI ื•ื™ื“ื™ื“ื•ืชื™ื™ื ืœืžืฉืชืžืฉ. ื›ืœื™ื ืžื•ื“ืจื ื™ื™ื ื›ืžื• Thunderbit ืžืฉืชืžืฉื™ื ื‘ืœืžื™ื“ืช ืžื›ื•ื ื” ื›ื“ื™ ืœื”ืกืชื’ืœ ืœืฉื™ื ื•ื™ื™ื ื‘ืืชืจ, ืœื”ืคื™ืง ื ืชื•ื ื™ื ื ืงื™ื™ื ื•ืžื•ื‘ื ื™ื, ื•ืœื”ืคื•ืš ืืช ื”ื’ืจื™ืคื” ืœื ื’ื™ืฉื” ืœื›ืœ ืžื™ ืฉื™ื•ื“ืข ืœื”ืฉืชืžืฉ ื‘ื“ืคื“ืคืŸ. ืื™ืŸ ื™ื•ืชืจ ืžืื‘ืง ื‘ืงื•ื“ ืื• ืชืคื™ืœื” ืฉื”ืกืงืจื™ืคื˜ ื™ืฉืจื•ื“ ืืช ืขื“ื›ื•ืŸ ื”ืืชืจ ื”ื‘ื.

Thunderbit: ื”ืคืชืจื•ืŸ ื”ืžืงื™ืฃ ืฉืœืš ืœื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ

ืื ื™ ื‘ืืžืช ื’ืื” ื‘ืžื” ืฉื‘ื ื™ื ื• ื‘-Thunderbit, ื›ื™ ืชื›ื ื ื• ืื•ืชื• ื›ื“ื™ ืœืคืชื•ืจ ื‘ื“ื™ื•ืง ืืช ื ืงื•ื“ื•ืช ื”ื›ืื‘ ื”ืืœื” ืœืื ืฉื™ ื ื“ืœ"ืŸ. ื”ื ื” ืžื” ืฉืžื™ื™ื—ื“ ืืช Thunderbit:

  • ื’ืจื™ืคื” ืžื‘ื•ืกืกืช AI ื‘-2 ืงืœื™ืงื™ื: ืœื•ื—ืฆื™ื ืขืœ "AI Suggest Fields", ื ื•ืชื ื™ื ืœ-AI ืœืงืจื•ื ืืช ื”ื“ืฃ ื•ืœื”ืฆื™ืข ืขืžื•ื“ื•ืช (ื›ืžื• ื›ืชื•ื‘ืช, ืžื—ื™ืจ, ื—ื“ืจื™ื, ืฉื ืกื•ื›ืŸ), ื•ืื– ืœื•ื—ืฆื™ื "Scrape". ื–ื” ื”ื›ื•ืœ โ€” ื‘ืœื™ ืงื•ื“, ื‘ืœื™ ื›ืื‘ื™ ื”ืชืงื ื” (Thunderbit Blog).
  • ื–ื™ื”ื•ื™ ืฉื“ื•ืช AI: Thunderbit ืžื–ื”ื” ื‘ืฆื•ืจื” ื—ื›ืžื” ืฉื“ื•ืช ืจืœื•ื•ื ื˜ื™ื™ื, ืžื–ื”ื” ืกื•ื’ื™ ื ืชื•ื ื™ื ื•ืžื‘ื ื” ืœืš ืืช ื”ื˜ื‘ืœื”. ืืคืฉืจ ืœื›ื•ื•ื ืŸ ืื• ืœืฉื ื•ืช ืฉืžื•ืช ืฉืœ ืขืžื•ื“ื•ืช, ืื‘ืœ ื‘ื“ืจืš ื›ืœืœ ื”-AI ืงื•ืœืข ื›ื‘ืจ ื‘ืคืขื ื”ืจืืฉื•ื ื”.
  • ื˜ื™ืคื•ืœ ื‘ื“ืคื“ื•ืฃ ื•ืชืชื™-ืขืžื•ื“ื™ื: Thunderbit ืžื–ื”ื” ืื•ื˜ื•ืžื˜ื™ืช ื›ืคืชื•ืจื™ "Next", ื’ืœื™ืœื” ืื™ื ืกื•ืคื™ืช, ื•ื™ื›ื•ืœ ืœืขืงื•ื‘ ืื—ืจื™ ืงื™ืฉื•ืจื™ื ืœืขืžื•ื“ื™ ืคืจื˜ื™ื ืœืฆื•ืจืš ื—ื™ืœื•ืฅ ื ืชื•ื ื™ื ืžืขืžื™ืง ื™ื•ืชืจ (Thunderbit Blog).
  • ืชื‘ื ื™ื•ืช ืžื•ื‘ื ื•ืช ืžืจืืฉ: ืœืืชืจื™ื ืคื•ืคื•ืœืจื™ื™ื ื›ืžื• Zillow ื•-Redfin, ืคืฉื•ื˜ ื‘ื•ื—ืจื™ื ืชื‘ื ื™ืช ื•ืœื•ื—ืฆื™ื "Scrape" โ€” ื‘ืœื™ ืฆื•ืจืš ื‘ื”ื’ื“ืจื•ืช. ืื ื—ื ื• ืฉื•ืžืจื™ื ืขืœ ื”ืชื‘ื ื™ื•ืช ื”ืืœื” ืžืขื•ื“ื›ื ื•ืช ื›ื“ื™ ืฉืœื ืชืฆื˜ืจืš ืœื“ืื•ื’ ืœืฉื™ื ื•ื™ื™ื ื‘ืืชืจ.
  • ืฉืคื” ื˜ื‘ืขื™ืช ื•ืชืžื™ื›ื” ื‘ืจื™ื‘ื•ื™ ืฉืคื•ืช: ืชืืจ ืืช ืœื•ื— ื”ื–ืžื ื™ื ืฉืœ ื”ื’ืจื™ืคื” ื‘ืื ื’ืœื™ืช ืคืฉื•ื˜ื” ("every Monday at 9am"), ื•-Thunderbit ืžื˜ืคืœ ื‘ื–ื”. ื‘ื ื•ืกืฃ, ื”ื•ื ืขื•ื‘ื“ ื‘-34 ืฉืคื•ืช โ€” ืžื•ืฉืœื ืœืžื•ื“ืขื•ืช ื‘ื™ื ืœืื•ืžื™ื•ืช.
  • ื™ื™ืฆื•ื ื—ื™ื ืžื™ ื•ื’ืžื™ืฉ: ื™ื™ืฆื ืืช ื”ื ืชื•ื ื™ื ืฉืœืš ืœ-Excel, Google Sheets, Airtable ืื• Notion ื‘ืœื—ื™ืฆื” ืื—ืช โ€” ื‘ืœื™ ื—ื•ืžื•ืช ืชืฉืœื•ื, ื‘ืœื™ ืขืžืœื•ืช ื ื•ืกืคื•ืช (Thunderbit Blog).
  • ืฉื™ืœื•ื‘ ืขื ืŸ ื•ื“ืคื“ืคืŸ: ื’ืจืคื• ื‘ืขื ืŸ ืœืžื”ื™ืจื•ืช ืžืจื‘ื™ืช (ืขื“ 50 ืขืžื•ื“ื™ื ื‘ื‘ืช ืื—ืช) ืื• ื‘ื“ืคื“ืคืŸ ืขื‘ื•ืจ ืืชืจื™ื ืฉื“ื•ืจืฉื™ื ื”ืชื—ื‘ืจื•ืช.

Thunderbit ื‘ื ื•ื™ ื›ืš ืฉืื ืืชื” ื™ื›ื•ืœ ืœื’ืœื•ืฉ ื‘ืืชืจ, ืืชื” ื™ื›ื•ืœ ื’ื ืœื’ืจื•ืฃ ืื•ืชื• โ€” ื‘ืœื™ ืฆื•ืจืš ื‘ืจืงืข ื˜ื›ื ื™. ื•ื›ืŸ, ืืžื ืฉืœื™ ื‘ืืžืช ื”ืฉืชืžืฉื” ื‘ื• (ื”ื™ื ืขื“ื™ื™ืŸ ืžืชืงืฉืจืช ืืœื™ื™ ื‘ืฉื‘ื™ืœ ืขื–ืจื” ืขื Wiโ€‘Fi, ืื‘ืœ ื”ื™ื ื™ื•ื“ืขืช ืœื’ืจื•ืฃ ืžื•ื“ืขื•ืช ื›ืžื• ืžืงืฆื•ืขื ื™ืช).

ื ืกื• ืืช Thunderbit ืœื—ื™ืœื•ืฅ ื ืชื•ื ื™ ื ื“ืœ"ืŸ

ืžื“ืจื™ืš ืฆืขื“-ืื—ืจ-ืฆืขื“: ื—ื™ืœื•ืฅ ื ืชื•ื ื™ ื ื›ืกื™ื ืขื Thunderbit

ื‘ื•ืื• ื ื’ืœื’ืœ ืฉืจื•ื•ืœื™ื ื•ื ืขื‘ื•ืจ ืขืœ ืคืจื•ื™ืงื˜ ืืžื™ืชื™ ืฉืœ ื—ื™ืœื•ืฅ ื ืชื•ื ื™ ื ื›ืกื™ื ื‘ืืžืฆืขื•ืช Thunderbit.

ืฉืœื‘ 1: ื”ื’ื“ืจืช Thunderbit ืœื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ

ืงื•ื“ื ื›ื•ืœ, ื”ืชืงื™ื ื• ืืช ืชื•ืกืฃ Thunderbit ืœ-Chrome. ืคืฉื•ื˜ ื—ืคืฉื• "Thunderbit AI Web Scraper" ื‘ื—ื ื•ืช ื”ืื™ื ื˜ืจื ื˜ ืฉืœ Chrome, ืœื—ืฆื• ืขืœ "Add to Chrome" ื•ื”ืฆืžื™ื“ื• ืืช ื”ืกืžืœ ืœื’ื™ืฉื” ื ื•ื—ื”. ื”ื™ืจืฉืžื• ืขื ื”ืื™ืžื™ื™ืœ ืื• ื—ืฉื‘ื•ืŸ Google ืฉืœื›ื โ€” ื”ืฉื›ื‘ื” ื”ื—ื™ื ืžื™ืช ืžืืคืฉืจืช ืœื›ื ืœื’ืจื•ืฃ ืขื“ 6 ืขืžื•ื“ื™ื (ืื• 10 ืขื ื‘ื•ืกื˜ ื ื™ืกื™ื•ืŸ), ืฉื–ื” ื“ื™ ื•ื”ื•ืชืจ ืœื”ืจืฆื” ืจืืฉื•ื ื™ืช.

ืฉืœื‘ 2: ื‘ื—ื™ืจื” ื•ื”ื›ื ื” ืฉืœ ืืชืจ ื”ื™ืขื“

ืขื‘ืจื• ืœืืชืจ ื”ื™ืขื“ โ€” ื ื ื™ื— Zillow.com โ€” ื•ื—ืคืฉื• ื ื›ืกื™ื ื‘ืื–ื•ืจ ืฉืžืขื ื™ื™ืŸ ืืชื›ื. ื•ื“ืื• ืฉืืชื ื ืžืฆืื™ื ื‘ืขืžื•ื“ ืฉืžืฆื™ื’ ืืช ื”ืžื•ื“ืขื•ืช ื”ืจืฆื•ื™ื•ืช. ืื ื”ืืชืจ ื“ื•ืจืฉ ื”ืชื—ื‘ืจื•ืช ื›ื“ื™ ืœืจืื•ืช ืคืจื˜ื™ื ืžืœืื™ื, ื”ืชื—ื‘ืจื• ืงื•ื“ื. ื”ืคืขื™ืœื• ื›ืœ ืžืกื ืŸ ืจืœื•ื•ื ื˜ื™ (ื˜ื•ื•ื— ืžื—ื™ืจื™ื, ืกื•ื’ ื ื›ืก) ื›ื“ื™ ืœืจืื•ืช ื‘ื“ื™ื•ืง ืืช ื”ื ืชื•ื ื™ื ืฉืืชื ืฆืจื™ื›ื™ื.

ืฉืœื‘ 3: ื”ืชืืžืช ืฉื“ื•ืช ื”ื ืชื•ื ื™ื ื‘ืขื–ืจืช ื”ืฆืขื•ืช AI

ืคืชื—ื• ืืช ืคืื ืœ Thunderbit ื•ืœื—ืฆื• ืขืœ "AI Suggest Fields." ื”-AI ืกื•ืจืง ืืช ื”ื“ืฃ ื•ืžืฆื™ืข ืขืžื•ื“ื•ืช โ€” ืœืžืฉืœ ื›ืชื•ื‘ืช, ืžื—ื™ืจ, ื—ื“ืจื™ ืฉื™ื ื”, ื—ื“ืจื™ ืจื—ืฆื”, ืฉื˜ื—, ืฉื ืกื•ื›ืŸ, ื›ืชื•ื‘ืช ืชืžื•ื ื” ื•ืขื•ื“. ืขื‘ืจื• ืขืœ ื”ื”ืฆืขื•ืช, ื›ื•ื•ื ื ื• ืื• ืฉื ื• ืฉืžื•ืช ืฉืœ ืขืžื•ื“ื•ืช ื‘ืžื™ื“ืช ื”ืฆื•ืจืš, ืื• ื”ื•ืกื™ืคื• ืฉื“ื•ืช ืžื•ืชืืžื™ื ืื™ืฉื™ืช ืœืฆืจื›ื™ื ื”ืกืคืฆื™ืคื™ื™ื ืฉืœื›ื. ื‘ืจื•ื‘ ืคืจื•ื™ืงื˜ื™ ื”ื ื“ืœ"ืŸ, ื”ื‘ื—ื™ืจื•ืช ืฉืœ ื”-AI ื™ื›ืกื• ืืช ื›ืœ ืžื” ืฉื—ืฉื•ื‘.

ืฉืœื‘ 4: ื’ืจื™ืคื” ื•ื™ื™ืฆื•ื ืฉืœ ื ืชื•ื ื™ ื”ื ื›ืกื™ื

ืœื—ืฆื• ืขืœ "Scrape" ื•ืฆืคื• ื‘-Thunderbit ืžืžืœื ืืช ื”ื˜ื‘ืœื” ื‘ื–ืžืŸ ืืžืช. ืื ื”ื—ื™ืคื•ืฉ ืฉืœื›ื ืžืฉืชืจืข ืขืœ ืคื ื™ ื›ืžื” ืขืžื•ื“ื™ื, Thunderbit ื™ื›ื•ืœ ืœื–ื”ื•ืช ื“ืคื“ื•ืฃ ืื•ื˜ื•ืžื˜ื™ืช ื•ืœื’ืจื•ืฃ ืืช ื›ืœ ื”ืชื•ืฆืื•ืช โ€” ืคืฉื•ื˜ ื”ืคืขื™ืœื• ืืช ื”ืืคืฉืจื•ืช "Pagination" ืื ืฆืจื™ืš. ืขื‘ื•ืจ ื ืชื•ื ื™ื ืขืžื•ืงื™ื ื™ื•ืชืจ, ื”ืฉืชืžืฉื• ื‘-"Scrape Subpages" ื›ื“ื™ ืœื‘ืงืจ ื‘ืขืžื•ื“ ื”ืคืจื˜ื™ื ืฉืœ ื›ืœ ื ื›ืก ื•ืœื”ืขืฉื™ืจ ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ืฉืœื›ื ื‘ืฉื“ื•ืช ื ื•ืกืคื™ื ื›ืžื• ืชื™ืื•ืจื™ื ืžืœืื™ื, ืฉื™ืจื•ืชื™ื ืื• ื‘ื™ื•ื’ืจืคื™ื•ืช ืฉืœ ืกื•ื›ื ื™ื.

ื›ืฉืชืกื™ื™ืžื•, ืœื—ืฆื• ืขืœ "Export" ื•ื‘ื—ืจื• ืืช ื”ืคื•ืจืžื˜: Excel, CSV, Google Sheets, Airtable ืื• Notion. ื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื›ื ื™ื ืœื ื™ืชื•ื— โ€” ื‘ืœื™ ืฆื•ืจืš ื‘ื ื™ืงื•ื™.

ื˜ื™ืค ืžืงืฆื•ืขื™: ืฉืžืจื• ืืช ื”ื’ื“ืจืช ื”ื’ืจื™ืคืจ ืฉืœื›ื ืœืคืจื•ื™ืงื˜ื™ื ื—ื•ื–ืจื™ื, ืื• ืชื–ืžื ื• ืื•ืชื” ืœืคืขื•ืœ ืื•ื˜ื•ืžื˜ื™ืช (ืขื•ื“ ืขืœ ื–ื” ืžื™ื“).

ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืžืขืงื‘ ืฉื•ืง ื‘ื–ืžืŸ ืืžืช ื•ืขื“ื›ื•ื ื™ ืžื—ื™ืจื™ื ืขื Thunderbit

ื›ืืŸ ื–ื” ื ืขืฉื” ืžืžืฉ ื—ื–ืง. ืขื ืชื›ื•ื ืช Scheduled Scraper ืฉืœ Thunderbit, ืืคืฉืจ ืœืื•ื˜ื•ืžื˜ ืืช ืื™ืกื•ืฃ ื”ื ืชื•ื ื™ื ื•ืœืฉืžื•ืจ ืขืœ ืžื•ื“ื™ืขื™ืŸ ื”ืฉื•ืง ืฉืœื›ื ืžืขื•ื“ื›ืŸ โ€” ื‘ืœื™ ืžืืžืฅ ื™ื“ื ื™.

  • ืœืžื” ืœืชื–ืžืŸ ื’ืจื™ืคื”? ื›ื™ ื”ืฉื•ืง ืžืฉืชื ื” ืžื“ื™ ื™ื•ื. ืขื ื’ืจื™ืคื•ืช ืžืชื•ื–ืžื ื•ืช, ืืคืฉืจ ืœืขืงื•ื‘ ืื—ืจื™ ืฉื™ื ื•ื™ื™ ืžื—ื™ืจื™ื, ืžื•ื“ืขื•ืช ื—ื“ืฉื•ืช ื•ืžื’ืžื•ืช ืžืœืื™ ืœืื•ืจืš ื–ืžืŸ, ื•ืœื‘ื ื•ืช ืœื•ื— ืžื—ื•ื•ื ื™ื ืื ืœื™ื˜ื™ ื‘ื–ืžืŸ ืืžืช ืžืฉืœื›ื (grepsr.com).
  • ืื™ืš ืžื’ื“ื™ืจื™ื ืืช ื–ื”: ืื—ืจื™ ืฉืžื’ื“ื™ืจื™ื ืืช ื”ื’ืจื™ืคืจ, ืงื•ื‘ืขื™ื ืืช ื”ืœื•"ื– ื‘ืื ื’ืœื™ืช ืคืฉื•ื˜ื” ("every day at 8am"). Thunderbit ื™ืจื™ืฅ ืืช ื”ืžืฉื™ืžื” ืื•ื˜ื•ืžื˜ื™ืช, ื™ื™ืฆื ืืช ื”ืชื•ืฆืื•ืช ืœืคืœื˜ืคื•ืจืžื” ืฉืชื‘ื—ืจื• ื•ื™ืฉืžื•ืจ ืขืœ ื”ื ืชื•ื ื™ื ื˜ืจื™ื™ื.
  • ืชื”ืœื™ืš ืขื‘ื•ื“ื” ืœื“ื•ื’ืžื”: ืขืงื‘ื• ืื—ืจื™ ืžื—ื™ืจื™ ืฉื›ื™ืจื•ืช ื‘ืฉื›ื•ื ื” ื™ืขื“ ื‘ืืžืฆืขื•ืช ื’ืจื™ืคืช ืžื•ื“ืขื•ืช ืฉื‘ื•ืขื™ืช. ื‘ืชื•ืš ื›ืžื” ื—ื•ื“ืฉื™ื ืชืชื—ื™ืœื• ืœืจืื•ืช ืžื’ืžื•ืช โ€” ืขืœื™ื™ืช ืฉื›ืจ ื“ื™ืจื”, ื™ืจื™ื“ื” ื‘ืžืœืื™ โ€” ืฉื™ื›ื•ืœื•ืช ืœื”ืฉืคื™ืข ืขืœ ื”ื—ืœื˜ื•ืช ื”ืฉืงืขื” ืื• ืชืžื—ื•ืจ.

Thunderbit ื’ื•ืจืฃ ื‘ืžื”ื™ืจื•ื™ื•ืช ื“ื•ืžื•ืช ืœืื“ื ื›ื“ื™ ืœื”ื™ืžื ืข ืžื—ืกื™ืžื•ืช, ื•ื”-AI ืžืกืชื’ืœ ืœืฉื™ื ื•ื™ื™ื ืงื˜ื ื™ื ื‘ืืชืจ, ื›ืš ืฉื”ืžืฉื™ืžื•ืช ื”ืื•ื˜ื•ืžื˜ื™ื•ืช ืฉืœื›ื ืžืžืฉื™ื›ื•ืช ืœืจื•ืฅ ื—ืœืง.

ื”ื‘ื˜ื—ืช ืฉืงื™ืคื•ืช ื ืชื•ื ื™ื ืœืงื‘ืœืช ื”ื—ืœื˜ื•ืช ื ื“ืœ"ืŸ ื—ื›ืžื•ืช ื™ื•ืชืจ

ื ืชื•ื ื™ื ืฉืงื•ืคื™ื ื•ืžื•ื‘ื ื™ื ื”ื ื”ื‘ืกื™ืก ืœื”ื—ืœื˜ื•ืช ื ื“ืœ"ืŸ ื—ื›ืžื•ืช. Thunderbit ืžืคื™ืง ื˜ื‘ืœืื•ืช ื ืงื™ื•ืช โ€” ื›ืœ ืขืžื•ื“ื” ืžืกื•ืžื ืช ื‘ื‘ื™ืจื•ืจ, ื›ืœ ืฉื•ืจื” ื”ื™ื ื ื›ืก ืžืกื•ื™ื โ€” ื›ืš ืฉืืคืฉืจ ืœื ืชื—, ืœืกื ืŸ ื•ืœื”ืžื—ื™ืฉ ื‘ื‘ื™ื˜ื—ื•ืŸ. ืจื•ืฆื™ื ืœื”ืฉื•ื•ืช ืžื—ื™ืจื™ื ืžืžื•ืฆืขื™ื ืœืคื™ ืฉื›ื•ื ื”? ืฆืจื• Pivot Table ื‘-Excel. ืฆืจื™ื›ื™ื ืœื–ื”ื•ืช ืžื•ื“ืขื•ืช ื™ืงืจื•ืช ืžื“ื™? ื”ืฉืชืžืฉื• ื‘ืขื™ืฆื•ื‘ ืžื•ืชื ื” ื‘-Google Sheets.

Thunderbit ื’ื ืžืืคืฉืจ ืœื›ื ืœื”ื•ืกื™ืฃ Field AI Prompts ื›ื“ื™ ืœืฉื ื•ืช ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช โ€” ืœื”ืžื™ืจ "$1.2 million" ืœ-1200000, ืœืคืฆืœ "Open House: Nov 5, 2-4pm" ืœืฉื“ื•ืช ื ืคืจื“ื™ื ืฉืœ ืชืืจื™ืš ื•ืฉืขื”, ืื• ืœืชืจื’ื ืžื•ื“ืขื•ืช ืžืฉืคื•ืช ืื—ืจื•ืช. ื”ืชื•ืฆืื”: ื ืชื•ื ื™ื ืื—ื™ื“ื™ื ื•ืžื•ื›ื ื™ื ืœื ื™ืชื•ื—, ืฉื›ืœ ืžื™ ื‘ืฆื•ื•ืช ื™ื›ื•ืœ ืœืกืžื•ืš ืขืœื™ื”ื.

ื•ืžื›ื™ื•ื•ืŸ ืฉืืชื ื’ื•ืจืคื™ื ื™ืฉื™ืจื•ืช ืžืžืงื•ืจื•ืช ืฆื™ื‘ื•ืจื™ื™ื, ืืชื ื™ื•ื“ืขื™ื ื‘ื“ื™ื•ืง ืžืื™ืคื” ื”ื ืชื•ื ื™ื ืžื’ื™ืขื™ื โ€” ื‘ืœื™ ื“ื•ื—ื•ืช ืงื•ืคืกื” ืฉื—ื•ืจื” ื•ื‘ืœื™ ืžื™ื“ืข ืžื™ื•ืฉืŸ.

ื”ืฉื•ื•ืืช ืคืชืจื•ื ื•ืช ืœื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ: Thunderbit ืžื•ืœ ื›ืœื™ื ืžืกื•ืจืชื™ื™ื

ื™ื›ื•ืœืชThunderbit (ืžื•ืคืขืœ AI)ื’ืจื™ืคืจ ืžืกื•ืจืชื™
ืงืœื•ืช ืฉื™ืžื•ืฉ2 ืงืœื™ืงื™ื, ื”-AI ืžื•ืฆื ืขื‘ื•ืจืš ืืช ื”ื ืชื•ื ื™ื โ€” ื‘ืœื™ ืงื•ื“, ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื”ืชืงื ื” ื™ื“ื ื™ืช, ื ื“ืจืฉ ืงื•ื“/ืกืœืงื˜ื•ืจื™ื
ื–ืžืŸ ื”ืงืžื”ืฉื ื™ื•ืช โ€” ื”-AI ืžื–ื”ื” ืฉื“ื•ืช ืื•ื˜ื•ืžื˜ื™ืชืฉืขื•ืช โ€” ืžื™ืคื•ื™ ื™ื“ื ื™ ืื• ื›ืชื™ื‘ืช ืกืงืจื™ืคื˜ื™ื
ื™ื›ื•ืœืช ื”ืกืชื’ืœื•ืช ืœืฉื™ื ื•ื™ื™ืื”-AI ืžืกืชื’ืœ ืœืขื“ื›ื•ื ื™ ืืชืจ ื‘ืื•ืคืŸ ืื•ื˜ื•ืžื˜ื™ื ืฉื‘ืจ ื‘ืงืœื•ืช, ื“ื•ืจืฉ ืชื™ืงื•ื ื™ื ืชื›ื•ืคื™ื
ื“ืคื“ื•ืฃ ื•ืชืชื™-ืขืžื•ื“ื™ืื˜ื™ืคื•ืœ ืžื•ื‘ื ื” ื•ืžื•ื ืข AIื”ื’ื“ืจื” ื™ื“ื ื™ืช, ืžื•ืจื›ื‘ ืœืžืฉืชืžืฉื™ื
ื™ื™ืฆื•ื ื•ืื™ื ื˜ื’ืจืฆื™ื” ืฉืœ ื ืชื•ื ื™ืื—ื™ื ืžื™ ื•ื’ืžื™ืฉ โ€” ื™ื™ืฆื•ื ืœ-Sheets/Excel/Airtable/Notionืœืจื•ื‘ ืžื•ื’ื‘ืœ ืื• ืžืื—ื•ืจื™ ื—ื•ืžืช ืชืฉืœื•ื
ืขืงื•ืžืช ืœืžื™ื“ื”ื ืžื•ื›ื” ืžืื•ื“ โ€” ื ื‘ื ื” ืขื‘ื•ืจ ืžืฉืชืžืฉื™ื ืœื ื˜ื›ื ื™ื™ืื’ื‘ื•ื”ื” โ€” ื“ื•ืจืฉ HTML/DOM ืื• ืกืงืจื™ืคื˜ื™ื
ืกืงื™ื™ืœื‘ื™ืœื™ื•ืชื’ื‘ื•ื”ื” โ€” ื’ืจื™ืคื” ื‘ืขื ืŸ ืœืžืฉื™ืžื•ืช ื’ื“ื•ืœื•ืชืžืขื•ืจื‘ืช โ€” ืกืงืจื™ืคื˜ื™ื ื™ื›ื•ืœื™ื ืœื”ืชืจื—ื‘, ืื‘ืœ ื ื“ืจืฉืช ืžื•ืžื—ื™ื•ืช
ืชื—ื–ื•ืงื”ืžื™ื ื™ืžืœื™ืช โ€” ื”-AI ื•ื”ืชื‘ื ื™ื•ืช ืžื˜ืคืœื™ื ื‘ืฉื™ื ื•ื™ื™ืื’ื‘ื•ื”ื” โ€” ื ื“ืจืฉื™ื ืชื™ืงื•ื ื™ื ืชื›ื•ืคื™ื

ืขื‘ื•ืจ ืจื•ื‘ ืฆื•ื•ืชื™ ื”ื ื“ืœ"ืŸ, ื”ื’ื™ืฉื” ืฉืœ Thunderbit ืฉืžืชื—ื™ืœื” ื‘-AI ืคื™ืจื•ืฉื” ืคื—ื•ืช ื–ืžืŸ ื‘ืžืื‘ืง ื‘ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ื™ื•ืชืจ ื–ืžืŸ ื‘ืคืขื•ืœื” ืขืœ ืกืžืš ืชื•ื‘ื ื•ืช.

ื”ืชื—ื™ืœื• ืœื’ืจื•ืฃ ื ืชื•ื ื™ ื ื“ืœ"ืŸ ืขื Thunderbit

ืกื™ื›ื•ื ื•ื ืงื•ื“ื•ืช ืžืคืชื—

ืขื•ืœื ื”ื ื“ืœ"ืŸ ื ืข ื‘ืžื”ื™ืจื•ืช ืขืœ-ื—ืœืœ, ื•ืžื™ ืฉืžื ืฆืœ ื ืชื•ื ื™ื ื”ื ืืœื” ืฉืกื•ื’ืจื™ื ืขืกืงืื•ืช, ืžื ืฆื—ื™ื ืœืงื•ื—ื•ืช ื•ืžื–ื”ื™ื ืžื’ืžื•ืช ืœืคื ื™ ื”ืžืชื—ืจื™ื. ื’ืจื™ืคืช ืืชืจื™ื ืคื•ืชื—ืช ืืช ื™ืชืจื•ืŸ ื”ื ืชื•ื ื™ื ื”ื–ื”, ื•ืžืืคืฉืจืช ืœื›ื ืœื‘ื ื•ืช ืจืฉื™ืžื•ืช ืœื™ื“ื™ื ืžืžื•ืงื“ื•ืช, ืœื ืชื— ืฉื™ื ื•ื™ื™ ืฉื•ืง ื•ืœื”ืชืื™ื ืชืžื—ื•ืจ ื‘ื‘ื™ื˜ื—ื•ืŸ.

Thunderbit ื”ื•ืคืš ื—ื™ืœื•ืฅ ืžืชืงื“ื ืฉืœ ื ืชื•ื ื™ ื ื›ืกื™ื ืœื ื’ื™ืฉ ืœื›ืœ ืื—ื“ โ€” ืœื ืจืง ืœืื ืฉื™ ื˜ื›ื ื•ืœื•ื’ื™ื”. ืขื ืชื”ืœื™ืš ื”ืขื‘ื•ื“ื” ืžื‘ื•ืกืก ื”-AI ื•ืœืœื ืงื•ื“ ืฉืœื•, ืืคืฉืจ ืœืขื‘ื•ืจ ืž"ื”ืœื•ื•ืื™ ืฉื”ื™ื• ืœื™ ื”ื ืชื•ื ื™ื ื”ืืœื”" ืœ"ื”ื ื” ื”ื’ื™ืœื™ื•ืŸ ืฉืœื™, ืžื•ื›ืŸ ืœืขื‘ื•ื“ื”" ื‘ืชื•ืš ื“ืงื•ืช. ื‘ื™ืŸ ืื ืืชื ืขื•ืงื‘ื™ื ืื—ืจื™ ืžื•ื“ืขื•ืช, ืžืฉื•ื•ื™ื ื‘ื™ืฆื•ืขื™ื ืžื•ืœ ืžืชื—ืจื™ื ืื• ืžืื•ื˜ืžื™ื ื“ื•ื—ื•ืช ืฉื•ืง ืฉื‘ื•ืขื™ื™ื, Thunderbit ื”ื•ื ื”ืคืชืจื•ืŸ ื”ื›ื•ืœ-ื‘ืื—ื“ ืฉืœื›ื.

ืžื•ื›ื ื™ื ืœืจืื•ืช ืืช ื–ื” ื‘ืคืขื•ืœื”? ื”ื•ืจื™ื“ื• ืืช ืชื•ืกืฃ Chrome ื•ื ืกื• ืœื’ืจื•ืฃ ื”ื™ื•ื ืืช ืืชืจ ื”ื ื“ืœ"ืŸ ื”ืื”ื•ื‘ ืขืœื™ื›ื. ื•ืื ืืชื ืจื•ืฆื™ื ืขื•ื“ ื˜ื™ืคื™ื, ื›ื ืกื• ืœ-Thunderbit Blog ืœืžื“ืจื™ื›ื™ื ืžืขืžื™ืงื™ื ื•ืœื˜ื•ื˜ื•ืจื™ืืœื™ื.

ืฆื™ื“ ื ืชื•ื ื™ื ืžื•ืฆืœื— โ€” ื•ืฉื›ืœ ืžื”ืœืš ื”ื ื“ืœ"ืŸ ื”ื‘ื ืฉืœื›ื ื™ื”ื™ื” ื’ื ื”ื—ื›ื ื‘ื™ื•ืชืจ.

ื ืกื• ืืช Thunderbit ืœื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ Get Started Free

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

1. ื”ืื ื’ืจื™ืคืช ืืชืจื™ ื ื“ืœ"ืŸ ื—ื•ืงื™ืช ื•ื‘ื˜ื•ื—ื” ืœืฉื™ืžื•ืฉ?
ื’ืจื™ืคืช ืืชืจื™ื ื”ื™ื ื—ื•ืงื™ืช ื›ืืฉืจ ืžื—ืœืฆื™ื ื ืชื•ื ื™ื ื”ื–ืžื™ื ื™ื ืœืฆื™ื‘ื•ืจ ื•ืžื›ื‘ื“ื™ื ืืช ืชื ืื™ ื”ืฉื™ืžื•ืฉ ืฉืœ ื”ืืชืจ. Thunderbit ืžืขื•ื“ื“ ืฉื™ืžื•ืฉ ืืชื™ โ€” ื”ื™ืžื ืขื• ืžื’ืจื™ืคืช ืžื™ื“ืข ืื™ืฉื™ ืœืœื ื”ืกื›ืžื”, ื•ืชืžื™ื“ ื‘ื“ืงื• ืืช ื”ืชืงื ื•ืช ื”ืžืงื•ืžื™ื•ืช.

2. ืื™ืœื• ืกื•ื’ื™ ื ืชื•ื ื™ ื ื“ืœ"ืŸ Thunderbit ื™ื›ื•ืœ ืœื—ืœืฅ?
Thunderbit ื™ื›ื•ืœ ืœืฉืœื•ืฃ ืคืจื˜ื™ ืžื•ื“ืขื•ืช (ื›ืชื•ื‘ืช, ืžื—ื™ืจ, ื—ื“ืจื™ ืฉื™ื ื”/ืจื—ืฆื”), ืคืจื˜ื™ ืกื•ื›ื ื™ื, ืชืžื•ื ื•ืช, ื”ื™ืกื˜ื•ืจื™ื™ืช ืžื—ื™ืจื™ื ื•ืขื•ื“ ืžืจื•ื‘ ืคืœื˜ืคื•ืจืžื•ืช ื”ื ื“ืœ"ืŸ. ื”ื•ื ื’ื ืชื•ืžืš ื‘ืืชืจื™ื ืจื‘-ืœืฉื•ื ื™ื™ื ื•ื™ื›ื•ืœ ืœื—ืœืฅ ื ืชื•ื ื™ื ืžืชืชื™-ืขืžื•ื“ื™ื ืœืงื‘ืœืช ืชื•ื‘ื ื•ืช ืขืžื•ืงื•ืช ื™ื•ืชืจ.

3. ืื™ืš Thunderbit ืžืชืžื•ื“ื“ ืขื ืืชืจื™ื ืฉืžืฉื ื™ื ืžื‘ื ื” ืื• ืขื ืืžืฆืขื™ื ื ื’ื“ ื’ืจื™ืคื”?
Thunderbit ืžืฉืชืžืฉ ื‘-AI ื›ื“ื™ ืœื”ืกืชื’ืœ ืื•ื˜ื•ืžื˜ื™ืช ืœืฉื™ื ื•ื™ื™ ืžื‘ื ื”, ื•ื›ืš ืžืคื—ื™ืช ื›ืื‘ื™ ืชื—ื–ื•ืงื”. ื‘ืืชืจื™ื ืขื ืืžืฆืขื™ื ื ื’ื“ ื’ืจื™ืคื”, ื”ื’ืจื™ืคื” ื‘ืขื ืŸ ืฉืœ Thunderbit ื•ื“ืคื•ืกื™ ื’ืœื™ืฉื” ื“ืžื•ื™ื™-ืื“ื ืขื•ื–ืจื™ื ืœืžื–ืขืจ ื—ืกื™ืžื•ืช.

4. ื”ืื ืืคืฉืจ ืœืื•ื˜ื•ืžื˜ ื—ื™ืœื•ืฅ ื—ื•ื–ืจ ืฉืœ ื ืชื•ื ื™ ื ื›ืกื™ื ืขื Thunderbit?
ื‘ื”ื—ืœื˜. ืชื›ื•ื ืช ื”-Scheduled Scraper ืฉืœ Thunderbit ืžืืคืฉืจืช ืœื”ื’ื“ื™ืจ ืžืฉื™ืžื•ืช ื’ืจื™ืคื” ื™ื•ืžื™ื•ืช, ืฉื‘ื•ืขื™ื•ืช ืื• ืžื•ืชืืžื•ืช ืื™ืฉื™ืช. ื”ื ืชื•ื ื™ื ื ืฉืืจื™ื ื˜ืจื™ื™ื, ื•ืืคืฉืจ ืœื™ื™ืฆื ืืช ื”ืชื•ืฆืื•ืช ื™ืฉื™ืจื•ืช ืœ-Google Sheets, Excel, Airtable ืื• Notion.

5. ืื™ืš Thunderbit ืžืฉืชื•ื•ื” ืœื›ืœื™ ื’ืจื™ืคืช ื ื“ืœ"ืŸ ืื—ืจื™ื?
Thunderbit ื‘ื•ืœื˜ ื‘ื–ื›ื•ืช ืงืœื•ืช ื”ืฉื™ืžื•ืฉ, ื–ื™ื”ื•ื™ ืฉื“ื•ืช ืžื‘ื•ืกืก AI, ืชืžื™ื›ื” ืžื•ื‘ื ื™ืช ื‘ื“ืคื“ื•ืฃ ื•ืชืชื™-ืขืžื•ื“ื™ื, ื•ืืคืฉืจื•ื™ื•ืช ื™ื™ืฆื•ื ื—ื™ื ืžื™ื•ืช ื•ื’ืžื™ืฉื•ืช. ื‘ื ื™ื’ื•ื“ ืœื›ืœื™ื ืžืกื•ืจืชื™ื™ื, ื”ื•ื ื ื‘ื ื” ืขื‘ื•ืจ ืžืฉืชืžืฉื™ื ืœื ื˜ื›ื ื™ื™ื ื•ื“ื•ืจืฉ ืžืขื˜ ืžืื•ื“ ื”ืชืงื ื” ืื• ืชื—ื–ื•ืงื”.

ืจื•ืฆื™ื ืœื”ืขืžื™ืง? ื—ืงืจื• ืžื“ืจื™ื›ื™ื ื ื•ืกืคื™ื ื‘-Thunderbit Blog ืื• ื”ื™ืจืฉืžื• ืœ-ืขืจื•ืฅ YouTube ืฉืœื ื• ืœืงื‘ืœืช ื”ื“ืจื›ื•ืช ืฆืขื“-ืื—ืจ-ืฆืขื“.

ืœืžื™ื“ืข ื ื•ืกืฃ

Shuai Guan
Shuai Guan
ืžื ื›"ืœ Thunderbit | ืžื•ืžื—ื” ืœืื•ื˜ื•ืžืฆื™ื” ืฉืœ ื ืชื•ื ื™ื ื‘ืืžืฆืขื•ืช AI Shuai Guan ื”ื•ื ื”ืžื ื›"ืœ ืฉืœ Thunderbit ื•ื‘ื•ื’ืจ ื”ืคืงื•ืœื˜ื” ืœื”ื ื“ืกื” ืฉืœ ืื•ื ื™ื‘ืจืกื™ื˜ืช ืžื™ืฉื™ื’ืŸ. ืขื ื›ืžืขื˜ ืขืฉื•ืจ ืฉืœ ื ื™ืกื™ื•ืŸ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ื•ื‘ืืจื›ื™ื˜ืงื˜ื•ืจืช SaaS, ื”ื•ื ืžืชืžื—ื” ื‘ื”ืคื™ื›ืช ืžื•ื“ืœื™ื ืžื•ืจื›ื‘ื™ื ืฉืœ AI ืœื›ืœื™ ื—ื™ืœื•ืฅ ื ืชื•ื ื™ื ืคืจืงื˜ื™ื™ื, ืœืœื ืงื•ื“. ื‘ื‘ืœื•ื’ ื”ื–ื” ื”ื•ื ืžืฉืชืฃ ืชื•ื‘ื ื•ืช ื™ืฉื™ืจื•ืช ืžื”ืฉื˜ื—, ืฉื ื‘ื—ื ื• ื‘ืคื•ืขืœ, ืขืœ Web Scraping ื•ืืกื˜ืจื˜ื’ื™ื•ืช ืื•ื˜ื•ืžืฆื™ื” ืฉื™ืขื–ืจื• ืœื›ื ืœื‘ื ื•ืช ืชื”ืœื™ื›ื™ ืขื‘ื•ื“ื” ื—ื›ืžื™ื ื™ื•ืชืจ, ืžื‘ื•ืกืกื™ ื ืชื•ื ื™ื. ื›ืฉืื™ื ื• ืžืฉืคืจ ืชื”ืœื™ื›ื™ ื ืชื•ื ื™ื, ื”ื•ื ืžื‘ื™ื ืืช ืื•ืชื” ืชืฉื•ืžืช ืœื‘ ืœืคืจื˜ื™ื ื’ื ืœืชืฉื•ืงื” ืฉืœื• ืœืฆื™ืœื•ื.
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ืชืืจื• ืžื” ืืชื ืฆืจื™ื›ื™ื โ€” ืกื•ื›ืŸ ื”-AI ืฉืœ Thunderbit ืžื—ืœืฅ ืืช ื–ื” ื•ืžื™ื™ืฆื ืœ-Excel, Google Sheets, Airtable ืื• Notion. ื—ื™ื ืžื™ ืœื”ืชื—ืœื”.
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