How to Purchase Public Data Sets for Business Growth

ืขื•ื“ื›ืŸ ืœืื—ืจื•ื ื” ื‘-May 26, 2026
How to Purchase Public Data Sets for Business Growth

ืื ืื™ ืคืขื ื ื™ืกื™ืช ืœืจื›ื•ืฉ ื ืชื•ื ื™ื ืื•ื ืœื™ื™ืŸ ืขื‘ื•ืจ ื”ืขืกืง ืฉืœืš, ืืชื” ื›ื ืจืื” ืžื›ื™ืจ ืืช ื”ืชื—ื•ืฉื”: ืืชื” ื‘ืžืฉื™ืžื” ืœืžืฆื•ื ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ื”ืžื•ืฉืœื, ืื‘ืœ ื–ื” ืงืฆืช ื›ืžื• ืงื ื™ื•ืช ืœืื‘ื•ืงื“ื• โ€” ืœืคืขืžื™ื ื™ื•ืฆื ืœื›ื ื™ื”ืœื•ื, ืœืคืขืžื™ื ืžืชืงื‘ืœ ืจืกืง ืžืื›ื–ื‘, ื•ืœืคืขืžื™ื ื‘ื›ืœืœ ืžืชื—ื™ืœ ืœื”ื™ืจืื•ืช ื›ืื™ืœื• ื”ื’ืขืชื ืœืžื“ืฃ ื”ืœื ื ื›ื•ืŸ. ื‘ืขื•ืœื ืžื•ื ืขึพื”ื ืชื•ื ื™ื ืฉืœ ื”ื™ื•ื, ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืžื ื™ืขื™ื ื›ืžืขื˜ ื”ื›ื•ืœ โ€” ืžืฉื™ื•ื•ืง ื—ื›ื ื™ื•ืชืจ ื•ืขื“ ื ื™ืชื•ื— ืชื—ืจื•ืช ืžื“ื•ื™ืง ื™ื•ืชืจ. ืื‘ืœ ื›ื›ืœ ืฉื™ื•ืชืจ ืขืกืงื™ื ืจื•ื“ืคื™ื ืื—ืจื™ ื”ื”ื‘ื˜ื—ื” ืฉืœ ืฆืžื™ื—ื” ืžื‘ื•ืกืกืช ื ืชื•ื ื™ื, ื”ืืชื’ืจ ื”ืืžื™ืชื™ ื”ื•ื ืœื ืจืง ืœืžืฆื•ื ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื โ€” ืืœื ืœื•ื•ื“ื ืฉืžื” ืฉืงื•ื ื™ื ื‘ืืžืช ืฉื™ืžื•ืฉื™, ืืžื™ืŸ, ื•ืžื•ื›ืŸ ืœื”ืชื—ื‘ืจ ื™ืฉื™ืจื•ืช ืœื–ืจื™ืžืช ื”ืขื‘ื•ื“ื” ืฉืœืš.

ืขื‘ื“ืชื™ ืœื ืžืขื˜ ืขื ืฆื•ื•ืชื™ื ืฉืจืฆื• ืœืจืชื•ื ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืœืฆืžื™ื—ื”, ื•ืจืื™ืชื™ ืžืงืจื•ื‘ ื›ืžื” ืงืœ ืœื”ื™ืชืงืœ ื‘ืขืœื•ื™ื•ืช ื ืกืชืจื•ืช, ื‘ืกืคืงื™ื ืžืคื•ืงืคืงื™ื ืื• ื‘ื ืชื•ื ื™ื ืฉื ืจืื™ื ืžืฆื•ื™ืŸ ืขืœ ื”ื ื™ื™ืจ ืื‘ืœ ืžืชืคืจืงื™ื ื‘ืฉื˜ื—. ื‘ืžื“ืจื™ืš ื”ื–ื” ืืขื‘ื•ืจ ืื™ืชืš ืขืœ ื”ืฆืขื“ื™ื ื”ืžืขืฉื™ื™ื โ€” ื•ืขื•ื“ ื›ืžื” ืœืงื—ื™ื ืฉื ืœืžื“ื• ื‘ื“ืจืš ื”ืงืฉื” โ€” ืœืื™ืชื•ืจ, ื”ืขืจื›ื” ื•ื ื™ืฆื•ืœ ืฉืœ ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื, ื›ื“ื™ ืฉืชื•ื›ืœ ืœื”ืคื•ืš ืžื™ื“ืข ื’ื•ืœืžื™ ืœืชื•ืฆืื•ืช ืขืกืงื™ื•ืช ืืžื™ืชื™ื•ืช.

ื”ืขืจืš ืฉืœ ืจื›ื™ืฉืช ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืœืฆืžื™ื—ื” ืขืกืงื™ืช

ื ืชื—ื™ืœ ืžื”ืฉืืœื” โ€œืœืžื”โ€. ืœืžื” ื›ืœ ื›ืš ื”ืจื‘ื” ืขืกืงื™ื ืจื•ืฆื™ื ืœืงื ื•ืช ื ืชื•ื ื™ื ืื•ื ืœื™ื™ืŸ, ื•ืžื” ืžื™ื™ื—ื“ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ื‘ืชืฉืœื•ื ืœืขื•ืžืช ื ืชื•ื ื™ื ื—ื™ื ืžื™ื™ื?

ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื”: ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ื”ืคื›ื• ืœืžื ื•ืข ืžืจื›ื–ื™ ื‘ืืกื˜ืจื˜ื’ื™ื” ื”ืขืกืงื™ืช ื•ื‘ึพROI. ืœืคื™ ืžื—ืงืจ ืขื“ื›ื ื™, 90% ืžื”ื—ื‘ืจื•ืช ืจื•ืื•ืช ื‘ื ืชื•ื ื™ื ื•ื‘ืื ืœื™ื˜ื™ืงื” ืžืจื›ื™ื‘ ืงืจื™ื˜ื™ ื‘ืืกื˜ืจื˜ื’ื™ื” ื”ืขืกืงื™ืช ืฉืœื”ืŸ, ื•ื›ืจื‘ืข ืžื”ืืจื’ื•ื ื™ื ืžืงื‘ืœื™ื ื›ืžืขื˜ ืืช ื›ืœ ื”ื”ื—ืœื˜ื•ืช ื”ืืกื˜ืจื˜ื’ื™ื•ืช ืฉืœื”ื ืขืœ ื‘ืกื™ืก ื ืชื•ื ื™ื. ื•ื”ืชื•ืฆืื” ืžื•ืจื’ืฉืช โ€” ืืกื˜ืจื˜ื’ื™ื•ืช ืฉื™ื•ื•ืง ืžื‘ื•ืกืกื•ืช ื ืชื•ื ื™ื ืžื ื™ื‘ื•ืช ื‘ืžืžื•ืฆืข ROI ื’ื‘ื•ื” ื‘ึพ15% ืœืขื•ืžืช ื›ืืœื” ืฉืœื ืžืฉืชืžืฉื•ืช ื‘ื ืชื•ื ื™ื.

ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ื™ื›ื•ืœื™ื ืœืชืžื•ืš ื‘ืฆืžื™ื—ื” ื‘ื›ืžื” ื•ื›ืžื” ื“ืจื›ื™ื:

  • ื™ืฆื™ืจืช ืœื™ื“ื™ื: ื”ืขืฉืจืช ื”ึพCRM ืฉืœืš ื‘ืื ืฉื™ ืงืฉืจ ืื• ื‘ืคืจื•ืคื™ืœื™ ื—ื‘ืจื•ืช ืขื“ื›ื ื™ื™ื.
  • ืžื—ืงืจ ืฉื•ืง: ืžืขืงื‘ ืื—ืจื™ ืžื—ื™ืจื™ ืžืชื—ืจื™ื, ื”ืฉืงื•ืช ืžื•ืฆืจื™ื ืื• ืกื ื˜ื™ืžื ื˜ ืฉืœ ืœืงื•ื—ื•ืช.
  • ื™ืขื™ืœื•ืช ืชืคืขื•ืœื™ืช: ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืžื—ืงืจ ื™ื“ื ื™, ื ื™ื˜ื•ืจ ืžื’ืžื•ืช ืื• ื”ืฉื•ื•ืืช ืฉื›ืจ.

ืื‘ืœ ื›ืืŸ ืžื’ื™ืข ื”ื˜ื•ื•ื™ืกื˜: ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ื—ื™ื ืžื™ื™ื (ื›ืžื• ืคื•ืจื˜ืœื™ื ืžืžืฉืœืชื™ื™ื ืื• ืžืื’ืจื™ ืžื™ื“ืข ืคืชื•ื—ื™ื) ืžื’ื™ืขื™ื ืœืจื•ื‘ โ€œื›ืคื™ ืฉื”ืโ€ โ€” ืœื ืฉืœืžื™ื, ืžื‘ื•ืœื’ื ื™ื ืื• ืœื ืžืขื•ื“ื›ื ื™ื. ื–ื” ืงืฆืช ื›ืžื• ืœืงื‘ืœ ื’ื•ืจ ื‘ื—ื™ื ื: ื—ืžื•ื“ ื‘ื˜ื™ืจื•ืฃ, ืื‘ืœ ืื—ืจ ื›ืš ืชื‘ืœื” ื”ืจื‘ื” ื–ืžืŸ ื‘ื ื™ืงื™ื•ื ื•ืช. ืžืขืจื›ื™ ื ืชื•ื ื™ื ื‘ืชืฉืœื•ื, ืœืขื•ืžืช ื–ืืช, ืขื•ื‘ืจื™ื ืื•ืฆืจื•ืช ื•ื ื™ืงื•ื™ ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ืืžื™ื ื•ืช, ืฉืœืžื•ืช ื•ื ื•ื—ื•ืช ืฉื™ืžื•ืฉ. ืกืคืงื™ื ืžืฉืงื™ืขื™ื ื‘ื ื™ืงื•ื™, ืขื“ื›ื•ืŸ ื•ืžื‘ื ื” ื”ื ืชื•ื ื™ื ื›ืš ืฉืืชื” ืœื ืชืฆื˜ืจืš ืœืขืฉื•ืช ื–ืืช ื‘ืขืฆืžืš. ืขื‘ื•ืจ ืขืกืงื™ื ืจื‘ื™ื, ืชืฉืœื•ื ืขืœ ื ืชื•ื ื™ื ืื™ื›ื•ืชื™ื™ื ืžืฉืชืœื ื”ืจื‘ื” ื™ื•ืชืจ ืžืืฉืจ ืœื”ืชืขืกืง ืœื‘ื“ ื‘ื ืชื•ื ื™ื ื—ื™ื ืžื™ื™ื โ€” ื‘ืžื™ื•ื—ื“ ื›ืฉืžื‘ื™ืื™ื ื‘ื—ืฉื‘ื•ืŸ ืืช ื”ืฉืขื•ืช (ื•ื”ืฉื›ืจ) ืฉืžืชื‘ื–ื‘ื–ื™ื ืขืœ ื ื™ืงื•ื™ ื•ืื™ื—ื•ื“.

ื”ืืชื’ืจื™ื ื”ืžืจื›ื–ื™ื™ื ื›ืฉืงื•ื ื™ื ื ืชื•ื ื™ื ืื•ื ืœื™ื™ืŸ

ื”ืœื•ื•ืื™ ืฉืงื ื™ื™ืช ื ืชื•ื ื™ื ื”ื™ื™ืชื” ืคืฉื•ื˜ื” ื›ืžื• ื”ื–ืžื ืช ืื•ื›ืœ. ื‘ืคื•ืขืœ, ื™ืฉ ื›ืžื” ืžื›ืฉื•ืœื™ื ืฉืžื‘ืœื‘ืœื™ื ืืคื™ืœื• ืืช ื”ืฆื•ื•ืชื™ื ื”ืžื ื•ืกื™ื ื‘ื™ื•ืชืจ:

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  • ืžืฆื™ืืช ืžืงื•ืจื•ืช ืืžื™ื ื™ื: ื”ืื™ื ื˜ืจื ื˜ ืžืœื ื‘ืžืจืงื˜ืคืœื™ื™ืกื™ื ื•ืกืคืงื™ ื ืชื•ื ื™ื, ืื‘ืœ ืœื ื›ื•ืœื ืฉื•ื•ื™ื ื‘ืื™ื›ื•ืชื. ื—ืœืงื ืžื•ื›ืจื™ื ื ืชื•ื ื™ื ืžื™ื•ืฉื ื™ื ืื• ืžืžืงื•ืจื•ืช ืžืคื•ืงืคืงื™ื, ื•ืื—ืจื™ื ืคืฉื•ื˜ ืœื ืืžื™ื ื™ื. ื—ืฉื•ื‘ ืœื‘ื“ื•ืง ืกืคืงื™ื ืœืคื™ ืขื“ื›ื ื™ื•ืช, ื“ื™ื•ืง ื•ืฉืงื™ืคื•ืช.
  • ืื™ืžื•ืช ืื™ื›ื•ืช ื”ื ืชื•ื ื™ื: ื”ืจื‘ื” ืžืขืจื›ื™ ื ืชื•ื ื™ื ื ืจืื™ื ืžืฆื•ื™ืŸ ื‘ืชื™ืื•ืจ, ืื‘ืœ ืืช ืžื” ืฉื‘ืืžืช ืชืงื‘ืœ ืœื ืชืžื™ื“ ืจื•ืื™ื ืขื“ ืื—ืจื™ ื”ืชืฉืœื•ื. ื™ืฉ ืžืจืงื˜ืคืœื™ื™ืกื™ื ืฉืœื ืžืฆื™ืขื™ื ื“ื•ื’ืžื”, ื•ืื– ืืชื” ืขืœื•ืœ ืœืงื ื•ืช ื—ืชื•ืœ ื‘ืฉืง.
  • ืกื™ื›ื•ื ื™ื ืžืฉืคื˜ื™ื™ื ื•ืจื’ื•ืœื˜ื•ืจื™ื™ื: ื–ื” ืฉื ืชื•ื ื™ื ื”ื โ€œืฆื™ื‘ื•ืจื™ื™ืโ€ ืœื ืื•ืžืจ ืฉืืคืฉืจ ืœืขืฉื•ืช ื‘ื”ื ื›ืœ ืฉื™ืžื•ืฉ. ื—ื•ืงื™ ืคืจื˜ื™ื•ืช ื›ืžื• GDPR ืื• CCPA, ืื• ืชื ืื™ ื”ืฉื™ืžื•ืฉ ืฉืœ ื”ืืชืจ, ื™ื›ื•ืœื™ื ืœื”ื’ื‘ื™ืœ ืืช ืžื” ืฉืžื•ืชืจ ืœืš ืœืขืฉื•ืช. ืœื ื›ืœ ืกืคืง ืžืชื—ื™ื™ื‘ ืœืขืžื™ื“ื” ื‘ื“ืจื™ืฉื•ืช (ื•ื–ื” ืกื™ื›ื•ืŸ ืืžื™ืชื™).
  • ื‘ืขื™ื•ืช ืื™ื ื˜ื’ืจืฆื™ื”: ื’ื ืื ื”ื ืชื•ื ื™ื ื˜ื•ื‘ื™ื, ื™ื™ืชื›ืŸ ืฉื”ื ืคืฉื•ื˜ ืœื ืžืชืื™ืžื™ื ืœืžืขืจื›ื•ืช ืื• ืœื–ืจื™ืžื•ืช ื”ืขื‘ื•ื“ื” ืฉืœืš. ืœืขื™ืชื™ื ืฆืจื™ืš ืœืฉื ื•ืช ืคื•ืจืžื˜, ืœื ืงื•ืช ืื• ืœืžื–ื’ ืื•ืชื โ€” ื•ื–ื” ืขื•ืœื” ื–ืžืŸ ื•ื›ืกืฃ.
  • ื—ื•ืกืจ ื•ื“ืื•ืช ืœื’ื‘ื™ ื”ึพROI: ื”ืžื—ื™ืจ ืขืœ ื”ืžื“ืฃ ื”ื•ื ืจืง ื”ื”ืชื—ืœื”. ื™ืฉ ืขืœื•ื™ื•ืช ื ืกืชืจื•ืช ืฉืœ ืื™ื ื˜ื’ืจืฆื™ื”, ื ื™ืงื•ื™ ื•ืชื—ื–ื•ืงื” ืฉื•ื˜ืคืช. ื•ื’ื ื”ืขืจืš ืฉืœ ื”ื ืชื•ื ื™ื ืœื ืชืžื™ื“ ื‘ืจื•ืจ ืขื“ ืฉืžืชื—ื™ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ื ื‘ืคื•ืขืœ.

ืžื ื™ืกื™ื•ื ื™, ื”ืืชื’ืจ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื ืจืง ืœืžืฆื•ื ื ืชื•ื ื™ื โ€” ืืœื ืœื•ื•ื“ื ืฉืืคืฉืจ ื‘ืืžืช ืœื”ืฉืชืžืฉ ื‘ื”ื ื›ื“ื™ ืœื™ื™ืฆืจ ืชื•ืฆืื•ืช ืขืกืงื™ื•ืช. ืœื›ืŸ ืื ื™ ืชืžื™ื“ ืžืžืœื™ืฅ ืขืœ ืฆโ€™ืงึพืœื™ืกื˜ ืœื”ืขืจื›ืช ื ืชื•ื ื™ื: ืขื“ื›ื ื™ื•ืช, ื›ื™ืกื•ื™, ืฉืœืžื•ืช, ืชืื™ืžื•ืช ื•ืื™ื ื˜ื’ืจืฆื™ื”.

ืื™ืคื” ืžื•ืฆืื™ื ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ื•ืืžื™ื ื™ื

ืื– ืื™ืคื” ื‘ืืžืช ืืคืฉืจ ืœืงื ื•ืช ื ืชื•ื ื™ื ืื•ื ืœื™ื™ืŸ? ื”ื ื” ื”ืืคืฉืจื•ื™ื•ืช ื”ืžืจื›ื–ื™ื•ืช, ืฉืœื›ืœ ืื—ืช ืžื”ืŸ ื™ืฉ ืื•ืคื™ ืžืฉืœื”:

ืžืจืงื˜ืคืœื™ื™ืกื™ื ืœื ืชื•ื ื™ื

ืชื—ืฉื•ื‘ ืขืœื™ื”ื ื›ืžื• ืขืœ Amazon ืฉืœ ืžืขืจื›ื™ ื ืชื•ื ื™ื. ืคืœื˜ืคื•ืจืžื•ืช ื›ืžื• Snowflake Marketplace, AWS Data Exchange ื•ึพOracle Data Marketplace ืžืืคืฉืจื•ืช ืœื“ืคื“ืฃ ื‘ืืœืคื™ ืžืขืจื›ื™ ื ืชื•ื ื™ื ืžืกืคืงื™ื ืฉื•ื ื™ื. ืชืžืฆื ืฉื ื”ื›ื•ืœ โ€” ืžื“ืžื•ื’ืจืคื™ื” ืฉืœ ืฆืจื›ื ื™ื ื•ืขื“ firmographics ืœึพB2B ื•ื ืชื•ื ื™ื ื’ื™ืื•ึพืžืจื—ื‘ื™ื™ื.

ื™ืชืจื•ื ื•ืช: ืžื’ื•ื•ืŸ ืขืฆื•ื, ืงืœ ืœื”ืฉื•ื•ืช, ื•ืœืคืขืžื™ื ื’ื ืื™ื ื˜ื’ืจืฆื™ื” ื™ืฉื™ืจื” ืขื ื›ืœื™ ื”ืขื ืŸ ืฉืœืš.

ื—ืกืจื•ื ื•ืช: ื”ืื™ื›ื•ืช ืžืฉืชื ื”, ืœื ื›ืœ ื”ื ืชื•ื ื™ื ืขื•ื‘ืจื™ื ื‘ื“ื™ืงื”, ื•ืขื“ื™ื™ืŸ ืชืฆื˜ืจืš ืœื˜ืคืœ ื‘ืื™ื ื˜ื’ืจืฆื™ื” ื•ื‘ื ื™ืงื•ื™. ืงื•ื ื” ื–ื”ื™ืจ โ€” ืงืจื ืืช ื”ืื•ืชื™ื•ืช ื”ืงื˜ื ื•ืช.

ืคื•ืจื˜ืœื™ื ืžืžืฉืœืชื™ื™ื ื•ืคื•ืจื˜ืœื™ Open Data

ืืชืจื™ื ื›ืžื• data.gov ืื• EU Open Data Portal ืžืฆื™ืขื™ื ื ืชื•ื ื™ื ื—ื™ื ืžื™ื™ื ื•ืจืฉืžื™ื™ื ืขืœ ืžื’ื•ื•ืŸ ื ื•ืฉืื™ื โ€” ืžื›ืœื›ืœื” ื•ืขื“ ื‘ืจื™ืื•ืช. ืžืฆื•ื™ืŸ ืœืžื—ืงืจ ืฉื•ืง ืื• ืœื‘ื ืฆโ€™ืžืจืงื™ื ื’.

ื™ืชืจื•ื ื•ืช: ื‘ื—ื™ื ื, ืœืจื•ื‘ ืืžื™ื ื™ื, ื•ืœืœื ื›ืื‘ื™ ืจืืฉ ืฉืœ ืจื™ืฉื•ื™.

ื—ืกืจื•ื ื•ืช: ื”ื ืชื•ื ื™ื ืขืœื•ืœื™ื ืœื”ื™ื•ืช ืœื ืžืขื•ื“ื›ื ื™ื, ืœื ืžื•ื‘ื ื™ื ื”ื™ื˜ื‘ ืื• ืœื ืžื•ืชืืžื™ื ืœืฆืจื›ื™ื ืขืกืงื™ื™ื. ื›ื ืจืื” ืฉืชืฆื˜ืจืš ืœื”ืฉืงื™ืข ืœื ืžืขื˜ ื‘ื ื™ืงื•ื™.

ืกืคืงื™ ื ืชื•ื ื™ื ืžืชืžื—ื™ื

ื—ื‘ืจื•ืช ื›ืžื• ZoomInfo, Dun & Bradstreet, Experian ืื• S&P Global Market Intelligence ืžืชืžื—ื•ืช ื‘ืžื›ื™ืจืช ืžืขืจื›ื™ ื ืชื•ื ื™ื ืื•ืฆืจื™ื โ€” ืœืžืฉืœ ืื ืฉื™ ืงืฉืจ B2B, ื ืชื•ื ื™ ืืฉืจืื™ ืื• ืžื™ื“ืข ืคื™ื ื ืกื™.

ื™ืชืจื•ื ื•ืช: ืื™ื›ื•ืช ื’ื‘ื•ื”ื”, ื›ื™ืกื•ื™ ืขืžื•ืง, ื•ืœืขื™ืชื™ื ื’ื ืชืžื™ื›ื” ืื• ื›ืœื™ ืื ืœื™ื˜ื™ืงื”.

ื—ืกืจื•ื ื•ืช: ื™ืงืจ, ื•ืœืขื™ืชื™ื ืชื™ื›ื ืก ืœืชื•ืš ืžื ื•ื™ ืฉืงืฉื” ืœืฆืืช ืžืžื ื•. ื—ืฉื•ื‘ ืœื•ื•ื“ื ืฉืืชื” ืœื ืžืฉืœื ืขืœ ื™ื•ืชืจ ืžืžื” ืฉืืชื” ื‘ืืžืช ืฆืจื™ืš.

ืฉื™ืจื•ืชื™ Web Scraping ืื• ื’ืจื™ื“ื” ืขืฆืžืื™ืช

ืื ืœื ืžืฆืืช ืืช ื”ื ืชื•ื ื™ื ืฉืืชื” ืฆืจื™ืš, ืชืžื™ื“ ืืคืฉืจ ืœืืกื•ืฃ ืื•ืชื ื‘ืขืฆืžืš โ€” ืขื ื›ืœื™ scraping ืžืกื•ืจืชื™ื™ื ืื• ื‘ืืžืฆืขื•ืช ืฉื›ื™ืจืช ืฉื™ืจื•ืช ืฉื™ืขืฉื” ื–ืืช ืขื‘ื•ืจืš. ื›ืืŸ ืžืชื—ื™ืœ ืœื”ื™ื•ืช ืžืขื ื™ื™ืŸ โ€” ื•ืœืขื™ืชื™ื ื’ื ืžืขื˜ ืžืกื•ื‘ืš.

ื™ืชืจื•ื ื•ืช: ื”ืชืืžื” ืžืœืื”, ืžืงื‘ืœื™ื ื‘ื“ื™ื•ืง ืžื” ืฉืจื•ืฆื™ื.

ื—ืกืจื•ื ื•ืช: ืืชื’ืจื™ื ื˜ื›ื ื™ื™ื, ืกื™ื›ื•ื ื™ื ืžืฉืคื˜ื™ื™ื ื•ืชื—ื–ื•ืงื” ืžืชื™ืฉื”. ืขื•ื“ ืขืœ ื–ื” ื‘ืกืขื™ืฃ ื”ื‘ื.

ื˜ื™ืค ืžืงืฆื•ืขื™: ืชืžื™ื“ ื‘ืงืฉ ื“ื•ื’ืžื” ืื• ืชืฆื•ื’ื” ืžืงื“ื™ืžื” ืœืคื ื™ ื”ืงื ื™ื™ื”. ืื ืกืคืง ืœื ืžื•ื›ืŸ ืœืกืคืง ื›ื–ื•, ื–ื” ื“ื’ืœ ืื“ื•ื.

ืื™ืš ืœื”ืขืจื™ืš ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืœืคื ื™ ื”ืงื ื™ื™ื”

ื›ืืŸ ื”ื“ื‘ืจื™ื ื ืขืฉื™ื ืžืขืฉื™ื™ื ื‘ืืžืช. ืœืคื ื™ ืฉืืชื” ืžื•ืฆื™ื ืฉืงืœ, ืขื‘ืจ ืขืœ ื”ืจืฉื™ืžื” ื”ื‘ืื”:

ืงืจื™ื˜ืจื™ื•ืŸ ื”ืขืจื›ื”ืžื” ืœื‘ื“ื•ืง
ืขื“ื›ื ื™ื•ืชืžืชื™ ื”ื ืชื•ื ื™ื ืขื•ื“ื›ื ื• ืœืื—ืจื•ื ื”? ื”ืื ื™ืฉ ืจืขื ื•ืŸ ืงื‘ื•ืข?
ื›ื™ืกื•ื™ ื•ืฉืœืžื•ืชื”ืื ื”ื ืชื•ื ื™ื ืžื›ืกื™ื ืืช ื›ืœ ืžื” ืฉืืชื” ืฆืจื™ืš? ื”ืื ืฉื“ื•ืช ื—ืฉื•ื‘ื™ื (ื›ืžื• ืื™ืžื™ื™ืœ, ืžื—ื™ืจ, ืžื™ืงื•ื) ืžืœืื™ื ื‘ืจื•ื‘ื?
ื“ื™ื•ืง ื•ืืžื™ื ื•ืชื”ืื ื”ืกืคืง ืžืกื‘ื™ืจ ืืช ื”ืžืงื•ืจื•ืช ืฉืœื•? ื”ืื ืืคืฉืจ ืœื‘ืฆืข ื”ืฆืœื‘ื” ืขืœ ื›ืžื” ืจืฉื•ืžื•ืช?
ืคื•ืจืžื˜ ื•ืื™ื ื˜ื’ืจืฆื™ื”ื”ืื ื”ื ืชื•ื ื™ื ืžื’ื™ืขื™ื ื‘ืคื•ืจืžื˜ ืฉื”ืฆื•ื•ืช ืฉืœืš ื™ื›ื•ืœ ืœื”ืฉืชืžืฉ ื‘ื• (CSV, JSON, API)? ื”ืื ื”ืขืžื•ื“ื•ืช ืžืกื•ืžื ื•ืช ื‘ืฆื•ืจื” ื‘ืจื•ืจื” ื•ืกื•ื’ื™ ื”ื ืชื•ื ื™ื ืขืงื‘ื™ื™ื?
ืชืื™ืžื•ืช ืžืฉืคื˜ื™ืชื”ืื ื™ืฉ ืžื’ื‘ืœื•ืช ืฉื™ืžื•ืฉ? ื”ืื ื”ื ืชื•ื ื™ื ืขื•ืžื“ื™ื ื‘ื“ืจื™ืฉื•ืช GDPR/CCPA?
ืชืžื™ื›ืช ืกืคืง ื•ึพSLAืžื” ืงื•ืจื” ืื ื™ืฉ ืฉื’ื™ืื”? ื”ืื ื™ืฉ ืื™ืฉ ืงืฉืจ ืœืชืžื™ื›ื” ืื• ืžื“ื™ื ื™ื•ืช ื”ื—ื–ืจ?

ืื ืืคืฉืจ, ื‘ื“ื•ืง ื“ื•ื’ืžื” ื‘ืชื•ืš ืชื”ืœื™ืš ื”ืขื‘ื•ื“ื” ืฉืœืš. ื˜ืขืŸ ืื•ืชื” ืœึพCRM ืื• ืœื›ืœื™ ื”ืื ืœื™ื˜ื™ืงื” ืฉืœืš ื•ื‘ื“ื•ืง ืื ื”ื™ื ืžืฉืชืœื‘ืช ื”ื™ื˜ื‘. ืจืื™ืชื™ ื—ื‘ืจื•ืช ืฉืงื ื• ืžืขืจื›ื™ ื ืชื•ื ื™ื ืขื ืงื™ื™ื ืจืง ื›ื“ื™ ืœื’ืœื•ืช ืฉึพ90% ืžื”ืจืฉื•ืžื•ืช ื—ืกืจื•ืช ืขืจืš ืื• ืฉื—ืกืจื™ื ื‘ื”ืŸ ืฉื“ื•ืช ืงืจื™ื˜ื™ื™ื. ืงืฆืช ื‘ื“ื™ืงื” ืžืจืืฉ ื—ื•ืกื›ืช ื”ืจื‘ื” ื›ืื‘ ืจืืฉ ื‘ื”ืžืฉืš.

ืฉื™ื˜ื•ืช ืžืกื•ืจืชื™ื•ืช ืœืื™ืกื•ืฃ ื ืชื•ื ื™ื: ืœืžื” ื”ืŸ ืœื ืžืกืคื™ืง ื˜ื•ื‘ื•ืช

ืขื›ืฉื™ื• ื ื“ื‘ืจ ืขืœ ื”ืคื™ืœ ื‘ื—ื“ืจ: Web Scraping ืžืกื•ืจืชื™. ืจืื™ืชื™ ื›ืœ ื›ืš ื”ืจื‘ื” ืฆื•ื•ืชื™ื ืžื ืกื™ื ืœื‘ื ื•ืช scraper ืžืฉืœื”ื, ื•ื‘ืกื•ืฃ ืžื•ืฆืื™ื ืืช ืขืฆืžื ื‘ืžืฉื—ืง ืื™ืŸึพืกื•ืคื™ ืฉืœ whack-a-mole.

ืœืžื” ื”ืฉื™ื˜ื•ืช ื”ื™ืฉื ื•ืช ืžืชืงืฉื•ืช?

  • ืืชืจื™ื ืžื•ื“ืจื ื™ื™ื ืžื•ืจื›ื‘ื™ื: ืชื•ื›ืŸ ื“ื™ื ืžื™, JavaScript, ื’ืœื™ืœื” ืื™ื ืกื•ืคื™ืช ื•ืชื’ื•ื‘ื•ืช ืžืงื•ื ื ื•ืช ืžืงืฉื™ื ืขืœ scrapers ื‘ืกื™ืกื™ื™ื ืœืขืžื•ื“ ื‘ืงืฆื‘ (ZenRows ืžืกื‘ื™ืจื™ื ื–ืืช ื”ื™ื˜ื‘).
  • ื”ืืชืจื™ื ืžืฉืชื ื™ื ื›ืœ ื”ื–ืžืŸ: ืฉื™ื ื•ื™ ืงื˜ืŸ ื‘ึพHTML ื™ื›ื•ืœ ืœืฉื‘ื•ืจ ืืช ื”ึพscraper. ื”ืชื—ื–ื•ืงื” ื”ื•ืคื›ืช ืœืขื‘ื•ื“ื” ื‘ืžืฉืจื” ืžืœืื”.
  • ื”ื’ื ื•ืช ื ื’ื“ scraping: CAPTCHAs, ื—ืกื™ืžื•ืช IP ื•ื“ืจื™ืฉื•ืช ื”ืชื—ื‘ืจื•ืช ื™ื›ื•ืœื™ื ืœืขืฆื•ืจ ืื•ืชืš ืžื™ื“.
  • ื”ื’ื“ืจื” ื™ื“ื ื™ืช: ืฆืจื™ืš ืœืžืฆื•ื ื›ืœ selector, ืœื›ืชื•ื‘ pagination ื•ืœื˜ืคืœ ื‘ืขืžื•ื“ื™ ืžืฉื ื”. ื–ื” ืžื™ื™ื’ืข ื•ื ื•ื˜ื” ืœืฉื’ื™ืื•ืช.
  • ื ืชื•ื ื™ื ื—ืกืจื™ื: ืชื•ื›ืŸ ืžื•ืกืชืจ ืื• ืžืงื•ื ืŸ (ื›ืžื• ื‘ื™ืงื•ืจื•ืช ืื• ืชืžื•ื ื•ืช) ื ืขืœื ืœื ืคืขื ืžื”ืชื•ืฆืื”.

ื”ืชื•ืฆืื”? ื’ื ืื ื”ืฆืœื—ืช ืœื”ืจื™ื ืืช ื–ื”, ื”ืžืขืจื›ืช ืฉื‘ื™ืจื” ื•ื“ื•ืจืฉืช ืชื—ื–ื•ืงื” ื’ื‘ื•ื”ื”. ืขื‘ื•ืจ ืจื•ื‘ ื”ืžืฉืชืžืฉื™ื ื”ืขืกืงื™ื™ื, ื–ื” ืคืฉื•ื˜ ืœื ืฉื•ื•ื” ืืช ื”ื˜ืจื—ื”.

Thunderbit: ื“ืจืš ื—ื›ืžื” ื™ื•ืชืจ ืœืจื›ื•ืฉ ื•ืœืืกื•ืฃ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื

ื—ืœืฅ ื ืชื•ื ื™ื ืžื›ืœ ืืชืจ ื‘ืขื–ืจืช AI Get Started Free

ื›ืืŸ ืื ื™ ืžืชืœื”ื‘ โ€” ื›ื™ ื‘ึพThunderbit ื‘ื—ืจื ื• ื‘ื’ื™ืฉื” ืื—ืจืช. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืงื•ื“ ืฉื‘ื™ืจ ื•ึพCSS selectors, Thunderbit ืžืฉืชืžืฉ ื‘ึพAI ื›ื“ื™ โ€œืœืงืจื•ืโ€ ื“ืคื™ ืื™ื ื˜ืจื ื˜ ื‘ืฆื•ืจื” ืกืžื ื˜ื™ืช.

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ื›ืš ื–ื” ืขื•ื‘ื“:

  • ื”ื‘ื ื” ืกืžื ื˜ื™ืช: Thunderbit ืžืžื™ืจ ืืช ื“ืฃ ื”ืื™ื ื˜ืจื ื˜ ืœืคื•ืจืžื˜ ื“ืžื•ื™ Markdown, ืชื•ืš ืฉืžื™ืจื” ืขืœ ื”ืžื‘ื ื” ื•ื”ืžืฉืžืขื•ืช (ื›ื•ืชืจื•ืช, ืจืฉื™ืžื•ืช, ื˜ื‘ืœืื•ืช ื•ื›ื•โ€™). ืœืื—ืจ ืžื›ืŸ ื”ึพAI ืžื ืชื— ืืช ื”ืžื‘ื ื” ื•ืžื–ื”ื” ืžื” ื—ืฉื•ื‘ โ€” ื‘ื“ื™ื•ืง ื›ืžื• ื‘ืŸ ืื“ื (ืจืื• ืืช ื”ืคืจื˜ื™ื).
  • ืขืžื™ื“ ืœืฉื™ื ื•ื™ื™ ืขื™ืฆื•ื‘: ืื ืืชืจ ืžืฉื ื” ืืช ื”ืžืจืื” ืฉืœื•, ื”ึพAI ืฉืœ Thunderbit ืขื“ื™ื™ืŸ ื™ื›ื•ืœ ืœืžืฆื•ื ืืช ื”ื ืชื•ื ื™ื ื”ื ื›ื•ื ื™ื ื›ืœ ืขื•ื“ ื”ืžืฉืžืขื•ืช ื ืฉืืจืช ื–ื”ื”.
  • ื˜ื™ืคื•ืœ ื‘ืชื•ื›ืŸ ื“ื™ื ืžื™: ื’ืœื™ืœื” ืื™ื ืกื•ืคื™ืช, ื›ืคืชื•ืจื™ โ€œLoad Moreโ€ ื•ืืœืžื ื˜ื™ื ืฉืœ JavaScript? Thunderbit ืžื–ื”ื” ืื•ืชื ื•ืคื•ืขืœ ืื™ืชื ืื•ื˜ื•ืžื˜ื™ืช.
  • Scraping ืฉืœ ืขืžื•ื“ื™ ืžืฉื ื”: Thunderbit ื™ื›ื•ืœ ืœืขืงื•ื‘ ืื—ืจื™ ืงื™ืฉื•ืจื™ื ืœืขืžื•ื“ื™ ืคื™ืจื•ื˜ ื•ืœื”ืขืฉื™ืจ ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ืฉืœืš ื‘ืฉื“ื•ืช ื ื•ืกืคื™ื โ€” ื‘ืœื™ ืœื›ืชื•ื‘ ืกืงืจื™ืคื˜ ื ื•ืกืฃ.
  • ืื™ืŸ ืฆื•ืจืš ื‘ืงื•ื“: ืžืฉืชืžืฉื™ื ืขืกืงื™ื™ื ื™ื›ื•ืœื™ื ืคืฉื•ื˜ ืœืœื—ื•ืฅ ืขืœ โ€œAI Suggest Fieldsโ€, ืœื‘ื“ื•ืง ืืช ื”ืขืžื•ื“ื•ืช ื”ืžื•ืžืœืฆื•ืช ื•ืœืœื—ื•ืฅ ืขืœ โ€œScrapeโ€. ืคืฉื•ื˜ ื›ืš.

ื”ืžืฉืžืขื•ืช ื”ืžืขืฉื™ืช: ืขื‘ื•ืจ ืขืžื•ื“ื™ื ืฉืžืฉื ื™ื ืคืจื™ืกื” ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ืื• ื˜ื•ืขื ื™ื ืชื•ื›ืŸ ื‘ืื•ืคืŸ ื“ื™ื ืžื™, ืืชื” ืžื‘ื–ื‘ื– ืคื—ื•ืช ื–ืžืŸ ืขืœ ื›ืชื™ื‘ืช selectors ืžื—ื“ืฉ ื•ื™ื•ืชืจ ื–ืžืŸ ืขืœ ืฉื™ืžื•ืฉ ื‘ื ืชื•ื ื™ื.

ืื™ืš ืœืกื˜ื ื“ืจื˜ื™ื–ืฆื™ื” ืฉืœ ืชื”ืœื™ืš ืื™ืกื•ืฃ ื”ื ืชื•ื ื™ื ื”ืฆื™ื‘ื•ืจื™ื™ื ืขื Thunderbit

ืžื” ื–ื” Data Scraping ื•ืื™ืš ืขื•ืฉื™ื ืืช ื–ื” ื‘ึพ2025 Get Started Free

ืื—ืช ืžื ืงื•ื“ื•ืช ื”ื›ืื‘ ื”ื’ื“ื•ืœื•ืช ื‘ื™ื•ืชืจ ืฉืื ื™ ืจื•ืื” ื”ื™ื ื—ื•ืกืจ ืขืงื‘ื™ื•ืช. ื›ืœ ืžืงื•ืจ ื ืชื•ื ื™ื ื—ื“ืฉ ืื•ืžืจ ืœื”ืžืฆื™ื ืืช ื”ื’ืœื’ืœ ืžื—ื“ืฉ โ€” ืฉื“ื•ืช ื—ื“ืฉื™ื, ืคื•ืจืžื˜ื™ื ื—ื“ืฉื™ื, ืฉืœื‘ื™ ื ื™ืงื•ื™ ื—ื“ืฉื™ื. Thunderbit ืขื•ื–ืจ ืœืš ืœืกื˜ื ื“ืจื˜ื™ื–ืฆื™ื” ื•ืœืื•ื˜ื•ืžืฆื™ื” ืฉืœ ื›ืœ ื”ืชื”ืœื™ืš:

  • AI Suggest Fields: Thunderbit ืกื•ืจืง ืืช ื”ื“ืฃ ื•ืžืฆื™ืข ืืช ื”ืขืžื•ื“ื•ืช ื•ืกื•ื’ื™ ื”ื ืชื•ื ื™ื ื”ื ื›ื•ื ื™ื, ื›ืš ืฉืœื ืชืฆื˜ืจืš ืœื ื—ืฉ ืžื” ืœื—ืœืฅ (ืจืื• ืื™ืš ื–ื” ืขื•ื‘ื“).
  • Scraping ืฉืœ ืขืžื•ื“ื™ ืžืฉื ื”: ืฆืจื™ืš ืขื•ื“ ืคืจื˜ื™ื? Thunderbit ื™ื›ื•ืœ ืœื‘ืงืจ ืื•ื˜ื•ืžื˜ื™ืช ื‘ื›ืœ ืขืžื•ื“ ืžืงื•ืฉืจ ื•ืœืžืฉื•ืš ืžื™ื“ืข ื ื•ืกืฃ โ€” ื›ืžื• ืคืจื•ืคื™ืœื™ ื—ื‘ืจื”, ืžืคืจื˜ื™ ืžื•ืฆืจ ืื• ืคืจื˜ื™ ืงืฉืจ.
  • Pagination ื•ื’ืœื™ืœื” ืื™ื ืกื•ืคื™ืช: Thunderbit ืžื–ื”ื” ื•ืžื˜ืคืœ ื‘ื“ืคื•ืกื™ื ื”ืืœื”, ื›ืš ืฉืชืงื‘ืœ ืชืžื™ื“ ืืช ืžืขืจืš ื”ื ืชื•ื ื™ื ื”ืžืœื.
  • ื ื™ืงื•ื™ ื ืชื•ื ื™ื ืžื•ื‘ื ื”: ื”ื•ืกืฃ prompts ืžื•ืชืืžื™ื ืื™ืฉื™ืช ื›ื“ื™ ืœื ืจืžืœ, ืœืกื•ื•ื’ ืื• ืœืขืฆื‘ ืืช ื”ื ืชื•ื ื™ื ื‘ื–ืžืŸ ื”ืื™ืกื•ืฃ.
  • ื™ื™ืฆื•ื ืงืœ: ืฉืœื— ืืช ื”ื ืชื•ื ื™ื ื™ืฉื™ืจื•ืช ืœึพExcel, Google Sheets, Airtable ืื• Notion ื‘ืœื—ื™ืฆื” ืื—ืช. ืื™ืŸ ื™ื•ืชืจ ื”ืชืขืกืงื•ืช ืฉืœ ื”ืขืชืงื” ื•ื”ื“ื‘ืงื” (ืคืจื˜ื™ื ื›ืืŸ).
  • Scraping ืžืชื•ื–ืžืŸ: ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืžืฉื™ื›ื•ืช ื ืชื•ื ื™ื ื—ื•ื–ืจื•ืช โ€” ื™ื•ืžื™ืช, ืฉื‘ื•ืขื™ืช, ืœืคื™ ืžื” ืฉืฆืจื™ืš.

ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืžืืคืฉืจ ืœืš ืœืืกื•ืฃ, ืœื”ืขืฉื™ืจ ื•ืœืกื˜ื ื“ืจื˜ื™ื–ืฆื™ื” ื ืชื•ื ื™ื ื‘ืงื ื” ืžื™ื“ื” ื’ื“ื•ืœ, ื‘ืœื™ ืฆื•ืจืš ื‘ืฆื•ื•ืช ืžื”ื ื“ืกื™ื ืื• ื‘ื“ื•ืงื˜ื•ืจื˜ ื‘ึพweb scraping.

ื—ื™ืฉื•ื‘ ื”ึพROI ืฉืœ ืจื›ื™ืฉืช ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื

ื‘ื•ื ื ื“ื‘ืจ ืขืœ ื›ืกืฃ ื•ื”ื™ื’ื™ื•ืŸ. ืื™ืš ื™ื•ื“ืขื™ื ืื ืงื ื™ื™ืช ื ืชื•ื ื™ื ืื•ื ืœื™ื™ืŸ ื‘ืืžืช ืžืฉืชืœืžืช?

ื”ืขืœื•ืช ื”ืืžื™ืชื™ืช

  • ืจื›ื™ืฉื”: ื”ืžื—ื™ืจ ืฉืœ ืžืขืจืš ื”ื ืชื•ื ื™ื ืื• ื”ืžื ื•ื™.
  • ืื™ื ื˜ื’ืจืฆื™ื”: ื”ื–ืžืŸ ื•ื”ืขื‘ื•ื“ื” ื”ื ื“ืจืฉื™ื ื›ื“ื™ ืœื ืงื•ืช, ืœืขืฆื‘ ื•ืœื˜ืขื•ืŸ ืืช ื”ื ืชื•ื ื™ื.
  • ืชื—ื–ื•ืงื”: ืขื“ื›ื•ื ื™ื ืฉื•ื˜ืคื™ื, ืžื ื•ื™ื™ื ืื• ืขืœื•ื™ื•ืช ืฉืœ ื›ืœื™ scraping.

ื”ืกืงืจื™ื ืžืฉืชื ื™ื, ืื‘ืœ ื”ื›ื ืช ื ืชื•ื ื™ื โ€” ื˜ืขื™ื ื”, ื ื™ืงื•ื™, ืืจื’ื•ืŸ โ€” ืื•ื›ืœืช ื‘ื“ืจืš ื›ืœืœ ื›ึพ45% ืžื–ืžืŸ ื”ืขื‘ื•ื“ื” ืฉืœ ืื™ืฉ ื“ืื˜ื”, ื•ื ื™ืงื•ื™ ืœื‘ื“ื• ืœื•ืงื— ื‘ืขืจืš ืจื‘ืข ืžื”ื™ื•ื (Anaconda State of Data Science). ืงื ื™ื™ืช ืžืขืจืš ื ืชื•ื ื™ื ืžืœื•ื›ืœืš ืคืฉื•ื˜ ืžืขื‘ื™ืจื” ืขื•ื“ ื™ื•ืชืจ ืžืฉื‘ื•ืข ื”ืขื‘ื•ื“ื” ืฉืœืš ืœืื•ืชื” ืงื˜ื’ื•ืจื™ื”.

ื”ืชืฉื•ืื”

  • ืขืœื™ื™ื” ื‘ื”ื›ื ืกื•ืช: ื™ื•ืชืจ ืœื™ื“ื™ื, ื˜ืจื’ื•ื˜ ื˜ื•ื‘ ื™ื•ืชืจ, ืชืžื—ื•ืจ ื—ื›ื ื™ื•ืชืจ.
  • ื—ื™ืกื›ื•ืŸ ื‘ืขืœื•ื™ื•ืช: ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ืžื—ืงืจ ื™ื“ื ื™, ืฆืžืฆื•ื ื›ื•ื— ืื“ื.
  • ื”ื—ืœื˜ื•ืช ื˜ื•ื‘ื•ืช ื™ื•ืชืจ: ื”ื™ืžื ืขื•ืช ืžื˜ืขื•ื™ื•ืช, ื–ื™ื”ื•ื™ ื”ื–ื“ืžื ื•ื™ื•ืช ืžื”ืจ ื™ื•ืชืจ.
  • ืžื”ื™ืจื•ืช ืœื™ืฆื™ืื” ืœืฉื•ืง: ื”ืฉืงื” ืžื•ืงื“ืžืช ื™ื•ืชืจ ืฉืœ ืžื•ืฆืจื™ื ืื• ืงืžืคื™ื™ื ื™ื.

ื ื•ืกื—ืช ROI ืคืฉื•ื˜ื”:

(ืกืš ื”ืชื•ืขืœื•ืช โ€“ ืกืš ื”ืขืœื•ื™ื•ืช) / ืกืš ื”ืขืœื•ื™ื•ืช x 100%

ืœื“ื•ื’ืžื”, ืื ื”ื•ืฆืืช 10,000$ ืขืœ ื ืชื•ื ื™ื (ื›ื•ืœืœ ื›ืœ ื”ืขืœื•ื™ื•ืช) ื•ื”ื ืขื–ืจื• ืœืš ืœืกื’ื•ืจ ืขืกืงืื•ืช ื—ื“ืฉื•ืช ื‘ืฉื•ื•ื™ 50,000$, ื”ึพROI ืฉืœืš ื”ื•ื 400%. ืœื ืจืข ื‘ื›ืœืœ.

ื˜ื™ืค ืžืงืฆื•ืขื™: ื”ืชื—ืœ ื‘ืคื™ื™ืœื•ื˜. ื”ืฉืชืžืฉ ื‘ื™ื™ืฆื•ื ื”ื—ื™ื ืžื™ ืฉืœ Thunderbit ื›ื“ื™ ืœื—ืœืฅ ื“ื•ื’ืžื” ืงื˜ื ื”, ื‘ื“ื•ืง ืื•ืชื” ื‘ื–ืจื™ืžืช ื”ืขื‘ื•ื“ื” ืฉืœืš, ื•ืจืื” ืื ื™ืฉ ืขืจืš ืœืคื ื™ ืฉืืชื” ืžืชื—ื™ื™ื‘ ืœืจื›ื™ืฉื” ื’ื“ื•ืœื”.

ืžื“ืจื™ืš ืฉืœื‘ึพืื—ืจึพืฉืœื‘: ืื™ืš ืœืจื›ื•ืฉ ื•ืœื”ืฉืชืžืฉ ื‘ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืขื Thunderbit

ืžื•ื›ืŸ ืœื”ืคื•ืš ืืช ื–ื” ืœืคืขื•ืœื”? ื”ื ื” ืžืคืช ื”ื“ืจืš ื”ืžืขืฉื™ืช ืฉืœื™, ืฉื ื‘ื“ืงื” ื‘ืฉื˜ื—:

ืฉืœื‘ 1: ื”ื’ื“ืจ ืืช ืฆืจื›ื™ ื”ื ืชื•ื ื™ื ืฉืœืš

ื”ืชื—ืœ ืžื”ืžื˜ืจื” ื”ืขืกืงื™ืช. ื”ืื ืืชื” ืžื ืกื” ืœื™ื™ืฆืจ ืœื™ื“ื™ื? ืœืขืงื•ื‘ ืื—ืจื™ ืžืชื—ืจื™ื? ืœื”ืฉื•ื•ืช ืฉื›ืจ? ื”ื™ื” ืกืคืฆื™ืคื™ ืœื’ื‘ื™:

  • ื”ืฉื“ื•ืช ืฉืืชื” ืฆืจื™ืš (ืœืžืฉืœ: ืฉื ื—ื‘ืจื”, ืื™ืžื™ื™ืœ, ืžื—ื™ืจ, ืžื™ืงื•ื)
  • ื”ื›ืžื•ืช (ื›ืžื” ืจืฉื•ืžื•ืช?)
  • ื”ืชื“ื™ืจื•ืช (ื—ื“ึพืคืขืžื™ ืื• ืžืชืžืฉืš?)
  • ื”ืคื•ืจืžื˜ (CSV, Excel, Google Sheets ื•ื›ื•โ€™)

ืชื›ืชื•ื‘ ืืช ื–ื”. ื›ื›ืœ ืฉื”ืฆืจื›ื™ื ื‘ืจื•ืจื™ื ื™ื•ืชืจ, ื›ืš ืงืœ ื™ื•ืชืจ ืœื”ืขืจื™ืš ืืคืฉืจื•ื™ื•ืช ื•ืœื”ื™ืžื ืข ืžื‘ื–ื‘ื•ื– ื›ืกืฃ.

ืฉืœื‘ 2: ืœืืชืจ ื•ืœื”ืขืจื™ืš ืžืขืจื›ื™ ื ืชื•ื ื™ื

  • ื“ืคื“ืฃ ื‘ืžืจืงื˜ืคืœื™ื™ืกื™ื, ื‘ืงื˜ืœื•ื’ื™ื ืฉืœ ืกืคืงื™ื ื•ื‘ืคื•ืจื˜ืœื™ Open Data.
  • ืฆืžืฆื ืืคืฉืจื•ื™ื•ืช: ื—ืคืฉ ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฉืžืชืื™ืžื™ื ืœืงืจื™ื˜ืจื™ื•ื ื™ื ืฉืœืš.
  • ื‘ืงืฉ ื“ื•ื’ืžื” ืื• ืชืฆื•ื’ื” ืžืงื“ื™ืžื”: ืื ืื™ืŸ, ื”ืฉืชืžืฉ ื‘ึพThunderbit ื›ื“ื™ ืœื—ืœืฅ ื“ื•ื’ืžื” ืงื˜ื ื” ืžืืชืจื™ื ืฆื™ื‘ื•ืจื™ื™ื.
  • ืขื‘ืจ ืขืœ ืฆโ€™ืงึพืœื™ืกื˜ ื”ื”ืขืจื›ื”: ืขื“ื›ื ื™ื•ืช, ื›ื™ืกื•ื™, ืฉืœืžื•ืช, ื“ื™ื•ืง, ืคื•ืจืžื˜, ืชืื™ืžื•ืช ื•ืชืžื™ื›ื”.
  • ื‘ื“ื•ืง ื‘ืชื•ืš ื–ืจื™ืžืช ื”ืขื‘ื•ื“ื” ืฉืœืš: ื˜ืขืŸ ืืช ื”ื“ื•ื’ืžื” ืœึพCRM ืื• ืœื›ืœื™ ื”ืื ืœื™ื˜ื™ืงื” ืฉืœืš. ื”ืื ื”ื™ื ืžืชืื™ืžื”? ื”ืื ื”ืฉื“ื•ืช ื”ื—ืฉื•ื‘ื™ื ืžืœืื™ื?

ืื ืžืขืจืš ื”ื ืชื•ื ื™ื ืขื•ื‘ืจ ืืช ื”ืžื‘ื—ืŸ โ€” ืืคืฉืจ ืœื”ืชืงื“ื. ืื ืœื, ืชืžืฉื™ืš ืœื—ืคืฉ โ€” ืื• ืฉืงื•ืœ ืœื—ืœืฅ ืืช ื”ื ืชื•ื ื™ื ื‘ืขืฆืžืš ืขื Thunderbit.

ืฉืœื‘ 3: ื”ืฉืชืžืฉ ื‘ึพThunderbit ื›ื“ื™ ืœืืกื•ืฃ ื•ืœื‘ื ื•ืช ืืช ื”ื ืชื•ื ื™ื

ื›ืš ืื ื™ ืขื•ื‘ื“ ืขื Thunderbit (ื•ื’ื ืืชื” ื™ื›ื•ืœ):

  1. ื”ืชืงืŸ ืืช ืชื•ืกืฃ Chrome ืฉืœ Thunderbit.
  2. ื ื•ื•ื˜ ืœืืชืจ ื”ื™ืขื“ ืฉืœืš (ืกืคืจื™ื™ื”, ืจืฉื™ืžื•ืช, ืชื•ืฆืื•ืช ื—ื™ืคื•ืฉ).
  3. ืœื—ืฅ ืขืœ โ€œAI Suggest Fieldsโ€. Thunderbit ื™ืฆื™ืข ืขืžื•ื“ื•ืช ื•ืกื•ื’ื™ ื ืชื•ื ื™ื.
  4. ื‘ื“ื•ืง ื•ื”ืชืื ืืช ื”ืฉื“ื•ืช ืœืคื™ ื”ืฆื•ืจืš. ื”ื•ืกืฃ prompts ืžื•ืชืืžื™ื ืœืคื•ืจืžื˜ ืžื™ื•ื—ื“ ืื• ืœื”ืขืฉืจื”.
  5. ื”ืคืขืœ Subpage Scraping ืื ืืชื” ืฆืจื™ืš ืคืจื˜ื™ื ืžืขืžื•ื“ื™ื ืžืงื•ืฉืจื™ื.
  6. ื˜ืคืœ ื‘ึพpagination ืื• ื’ืœื™ืœื” ืื™ื ืกื•ืคื™ืช โ€” Thunderbit ื‘ื“ืจืš ื›ืœืœ ืžื–ื”ื” ื–ืืช ืื•ื˜ื•ืžื˜ื™ืช.
  7. ืœื—ืฅ ืขืœ โ€œScrapeโ€. ืชืจืื” ืื™ืš Thunderbit ืžืžืœื ืืช ื˜ื‘ืœืช ื”ื ืชื•ื ื™ื ืฉืœืš.
  8. ื™ื™ืฆื ืœึพExcel, Google Sheets, Airtable ืื• Notion โ€” ื‘ืœื—ื™ืฆื” ืื—ืช.
  9. ื‘ื“ื•ืง ืืช ื”ื ืชื•ื ื™ื. ืื ืฆืจื™ืš ื”ืชืืžื•ืช, ื‘ืฆืข ืฉื™ื ื•ื™ื™ื ื•ื”ืจื™ืฅ ืฉื•ื‘.

ื”ืชื•ื›ื ื™ืช ื”ื—ื™ื ืžื™ืช ืฉืœ Thunderbit ืžืืคืฉืจืช ืœืš ืœื ืกื•ืช ืืช ื–ื” ืขืœ ื›ืžื” ืขืžื•ื“ื™ื, ื›ืš ืฉืชื•ื›ืœ ืœืจืื•ืช ืืช ื”ืชื•ืฆืื•ืช ืœืคื ื™ ืฉืชื’ื“ื™ืœ ื”ื™ืงืฃ.

ื ืกื” ืืช Thunderbit ื‘ื—ื™ื ื ืœืื™ืกื•ืฃ ื ืชื•ื ื™ื

ืฉืœื‘ 4: ื‘ื“ื•ืง, ื—ื‘ืจ ื•ื”ืจื—ื‘

  • ื‘ื“ื•ืง ืื™ื›ื•ืช ื ืชื•ื ื™ื ื•ึพROI: ื”ืจืฅ ืงืžืคื™ื™ืŸ ืงื˜ืŸ ืื• ื ื™ืชื•ื— ืงื˜ืŸ ืขื ื”ื ืชื•ื ื™ื ื”ื—ื“ืฉื™ื. ื”ืื ื”ืœื™ื“ื™ื ืชืงืคื™ื? ื”ืื ื”ืชื•ื‘ื ื•ืช ื™ืฉื™ืžื•ืช?
  • ืฉืœื‘ ืขื ื›ืœื™ ื”ืขืกืง ืฉืœืš: ื™ื™ื‘ื ืœึพCRM, ืœืœื•ื— BI ืื• ืœืคืœื˜ืคื•ืจืžืช ืื•ื˜ื•ืžืฆื™ื™ืช ื”ืฉื™ื•ื•ืง.
  • ืื•ื˜ื•ืžืฆื™ื” ื‘ืงื ื” ืžื™ื“ื”: ื”ืฉืชืžืฉ ื‘ึพscheduled scraping ืฉืœ Thunderbit ื›ื“ื™ ืœืฉืžื•ืจ ืขืœ ื ืชื•ื ื™ื ืขื“ื›ื ื™ื™ื.
  • ื ื˜ืจ ื•ืฉืคืจ: ืขืงื•ื‘ ืื—ืจื™ ืื™ื›ื•ืช ื”ื ืชื•ื ื™ื ื•ื”ืชืื ืืช ื”ืชื”ืœื™ืš ืœืคื™ ื”ืฆื•ืจืš.

ืกื™ื›ื•ื ื•ื ืงื•ื“ื•ืช ืžืคืชื—

ืจื›ื™ืฉืช ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืื•ื ืœื™ื™ืŸ ื™ื›ื•ืœื” ืœื”ื™ื•ืช ืžื ื•ืฃ ื—ื–ืง ืœืฆืžื™ื—ื” ืขืกืงื™ืช โ€” ืื‘ืœ ืจืง ืื ื ื™ื’ืฉื™ื ืืœื™ื” ืขื ืชื•ื›ื ื™ืช ื‘ืจื•ืจื” ื•ื›ืœื™ื ื ื›ื•ื ื™ื. ื”ื ื” ืžื” ืฉืœืžื“ืชื™, ืœืคืขืžื™ื ื‘ื“ืจืš ื”ืงืฉื”:

  • ื”ืชื—ืœ ืžืžื˜ืจื” ื‘ืจื•ืจื”. ืชื“ืข ืžื” ืืชื” ืฆืจื™ืš ื•ืœืžื”.
  • ื‘ื“ื•ืง ืืช ื”ืžืงื•ืจื•ืช ืฉืœืš. ื”ืฉืชืžืฉ ื‘ืฆโ€™ืงึพืœื™ืกื˜ ื›ื“ื™ ืœื”ืขืจื™ืš ืžืขืจื›ื™ ื ืชื•ื ื™ื ืœืคื ื™ ื”ืงื ื™ื™ื”.
  • ืฉืžื•ืจ ืžืจื—ืง ืžืขืœื•ื™ื•ืช ื ืกืชืจื•ืช. ืงื— ื‘ื—ืฉื‘ื•ืŸ ื ื™ืงื•ื™, ืื™ื ื˜ื’ืจืฆื™ื” ื•ืชื—ื–ื•ืงื”.
  • ื ืฆืœ ื›ืœื™ื ืžืชืงื“ืžื™ื. ื”ื’ื™ืฉื” ืžื‘ื•ืกืกืช ื”ึพAI ืฉืœ Thunderbit ื”ื•ืคื›ืช ืืช ืื™ืกื•ืฃ ื”ื ืชื•ื ื™ื ืœืžื”ื™ืจ, ืืžื™ืŸ ื•ื ื’ื™ืฉ ื™ื•ืชืจ โ€” ื’ื ืœืžื™ ืฉืœื ื›ื•ืชื‘ ืงื•ื“.
  • ื”ืคื•ืš ืืช ื–ื” ืœืกื˜ื ื“ืจื˜ื™ ื•ืื•ื˜ื•ืžื˜ื™. ื‘ื ื” ื–ืจื™ืžืช ืขื‘ื•ื“ื” ืงื‘ื•ืขื” ื›ื“ื™ ืฉืœื ืชืžืฆื™ื ืืช ื”ื’ืœื’ืœ ืžื—ื“ืฉ ื‘ื›ืœ ืคืขื.
  • ืžื“ื•ื“ ROI. ืชืชื—ื™ืœ ื‘ืงื˜ืŸ, ื•ืื– ืชืจื—ื™ื‘ ืืช ืžื” ืฉืขื•ื‘ื“.

ืขื ื”ื’ื™ืฉื” ื”ื ื›ื•ื ื”, ืืคืฉืจ ืœื”ืคื•ืš ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืœื™ืชืจื•ืŸ ืชื—ืจื•ืชื™ ืืžื™ืชื™ โ€” ื‘ืœื™ ื›ืื‘ ื”ืจืืฉ ื”ืจื’ื™ืœ. ืื ืืชื” ืžื•ื›ืŸ ืœืจืื•ืช ื›ืžื” ื–ื” ื™ื›ื•ืœ ืœื”ื™ื•ืช ืคืฉื•ื˜, ื ืกื” ืืช Thunderbit (ื”ืชื•ื›ื ื™ืช ื”ื—ื™ื ืžื™ืช ื”ื™ื ื“ืจืš ืžืฆื•ื™ื ืช ืœื”ืชื—ื™ืœ ื‘ืงื˜ืŸ).

ื‘ื”ืฆืœื—ื” ื‘ืฆื™ื“ ื”ื ืชื•ื ื™ื โ€” ื•ืฉื›ืœ ื”ืื‘ื•ืงื“ื•ืื™ื ืฉืœืš ื™ื”ื™ื• ื‘ื“ื™ื•ืง ื‘ืžื™ื“ืช ื”ื‘ืฉืœื•ืช ื”ื ื›ื•ื ื”.

ื”ืชื—ืœ ืขื Thunderbit

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

1. ืžื” ื”ื”ื‘ื“ืœ ื‘ื™ืŸ ืžืขืจื›ื™ ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ื—ื™ื ืžื™ื™ื ืœืžืขืจื›ื™ ื ืชื•ื ื™ื ื‘ืชืฉืœื•ื?

ืžืขืจื›ื™ ื ืชื•ื ื™ื ื—ื™ื ืžื™ื™ื (ื›ืžื• ืืœื” ืฉื‘ืคื•ืจื˜ืœื™ื ืžืžืฉืœืชื™ื™ื) ื”ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ืœื ืฉืœืžื™ื, ืœื ืžืขื•ื“ื›ื ื™ื ืื• ืœื ืžื•ื‘ื ื™ื ื”ื™ื˜ื‘, ื•ืœื›ืŸ ื“ื•ืจืฉื™ื ื ื™ืงื•ื™ ืจื‘. ืžืขืจื›ื™ ื ืชื•ื ื™ื ื‘ืชืฉืœื•ื ืขื•ื‘ืจื™ื ืื•ืฆืจื•ืช ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ืืžื™ื ื•ืช, ืฉืœืžื•ืช ื•ื ื•ื—ื•ืช ืื™ื ื˜ื’ืจืฆื™ื”, ื•ื›ืš ื—ื•ืกื›ื™ื ื–ืžืŸ ื•ืžืืžืฅ.

2. ืื™ืš ืื“ืข ืื ืžืขืจืš ื ืชื•ื ื™ื ืื™ื›ื•ืชื™ ืœืคื ื™ ืฉืื ื™ ืงื•ื ื” ืื•ืชื•?

ืชืžื™ื“ ื‘ืงืฉ ื“ื•ื’ืžื” ืื• ืชืฆื•ื’ื” ืžืงื“ื™ืžื”. ื”ืฉืชืžืฉ ื‘ืฆโ€™ืงึพืœื™ืกื˜: ื‘ื“ื•ืง ืขื“ื›ื ื™ื•ืช, ืฉืœืžื•ืช, ื“ื™ื•ืง, ืคื•ืจืžื˜ ื•ืชืื™ืžื•ืช. ื‘ื“ื•ืง ืืช ื”ื“ื•ื’ืžื” ื‘ืชื•ืš ืชื”ืœื™ืš ื”ืขื‘ื•ื“ื” ืฉืœืš ื›ื“ื™ ืœื•ื•ื“ื ืฉื”ื™ื ืžืชืื™ืžื” ืœืฆืจื›ื™ื ืฉืœืš.

3. ืžื”ื ื”ืกื™ื›ื•ื ื™ื ื”ืžืฉืคื˜ื™ื™ื ื‘ืงื ื™ื™ืช ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™ื™ื ืื•ื ืœื™ื™ืŸ?

ืœื ื›ืœ ื ืชื•ืŸ โ€œืฆื™ื‘ื•ืจื™โ€ ื—ื•ืคืฉื™ ืžืžื’ื‘ืœื•ืช. ื•ื“ื ืฉื”ืกืคืง ืขื•ืžื“ ื‘ื—ื•ืงื™ ืคืจื˜ื™ื•ืช (ื›ืžื• GDPR ืื• CCPA) ื•ืฉื”ื–ื›ื•ืช ืฉืœืš ืœื”ืฉืชืžืฉ ื‘ื ืชื•ื ื™ื ืชื•ืืžืช ืืช ื”ืžื˜ืจื” ืฉืœืฉืžื” ืงื ื™ืช ืื•ืชื.

4. ืื™ืš Thunderbit ื”ื•ืคืš ืื™ืกื•ืฃ ื ืชื•ื ื™ื ืœืคืฉื•ื˜ ื™ื•ืชืจ ืœืขื•ืžืช scrapers ืžืกื•ืจืชื™ื™ื?

Thunderbit ืžืฉืชืžืฉ ื‘ึพAI ื›ื“ื™ ืœื”ื‘ื™ืŸ ื“ืคื™ ืื™ื ื˜ืจื ื˜ ื‘ืฆื•ืจื” ืกืžื ื˜ื™ืช, ืžื˜ืคืœ ื‘ืชื•ื›ืŸ ื“ื™ื ืžื™ ื•ื‘ืฉื™ื ื•ื™ื™ื ื‘ืคืจื™ืกื”, ืžื‘ืฆืข ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ื‘ื—ื™ืจืช ืฉื“ื•ืช ื•ืชื•ืžืš ื‘ึพscraping ืฉืœ ืขืžื•ื“ื™ ืžืฉื ื” โ€” ื•ื”ื›ื•ืœ ื‘ืžืžืฉืง ืœืœื ืงื•ื“ ื•ืขื ื™ื™ืฆื•ื ื™ืฉื™ืจ ืœื›ืœื™ื ื”ืžื•ืขื“ืคื™ื ืขืœื™ืš.

5. ืื™ืš ืžื—ืฉื‘ื™ื ROI ืฉืœ ืจื›ื™ืฉืช ืžืขืจืš ื ืชื•ื ื™ื ืฆื™ื‘ื•ืจื™?

ื—ื‘ืจ ืืช ื›ืœ ื”ืขืœื•ื™ื•ืช (ืจื›ื™ืฉื”, ืื™ื ื˜ื’ืจืฆื™ื”, ืชื—ื–ื•ืงื”) ื•ื”ืขืจืš ืืช ื”ืชื•ืขืœื•ืช (ืขืœื™ื™ื” ื‘ื”ื›ื ืกื•ืช, ื—ื™ืกื›ื•ืŸ ื‘ืขืœื•ื™ื•ืช, ื”ื—ืœื˜ื•ืช ื˜ื•ื‘ื•ืช ื™ื•ืชืจ). ื‘ืฆืข ืคื™ื™ืœื•ื˜ ืงื˜ืŸ ื›ื“ื™ ืœื‘ื“ื•ืง ืืช ื”ื”ืฉืคืขื” ื‘ืคื•ืขืœ ืœืคื ื™ ื”ื”ืจื—ื‘ื”. ื”ืฉืชืžืฉ ื‘ื ื•ืกื—ื”: (ืกืš ื”ืชื•ืขืœื•ืช โ€“ ืกืš ื”ืขืœื•ื™ื•ืช) / ืกืš ื”ืขืœื•ื™ื•ืช x 100%.

ืœืงืจื™ืื” ื ื•ืกืคืช:

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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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