Yelp scraping for local business listings, reviews, ratings, categories, and hours.

Built for local SEO, lead generation, and competitive research across Yelp's local business directory.

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Core datasets we typically deliver for this target.

Scope is tailored to your target pages and business requirements.

Local business listing data collection

Configurable for one-time projects or recurring delivery.

Review and rating extraction at scale

Configurable for one-time projects or recurring delivery.

Business category and attribute research

Configurable for one-time projects or recurring delivery.

Competitor reputation monitoring

Configurable for one-time projects or recurring delivery.

Typical fields in delivered output.

Datasets can be sent to your cloud bucket in JSON, CSV, Parquet, or custom schema.

  • Business name, address, phone, website
  • Category, hours, price range, attributes
  • Overall rating, review count
  • Review text, reviewer, date, rating, owner response

Practical constraints and delivery expectations.

We keep commitments realistic based on target behavior and agreed project scope.

  • Yelp uses aggressive bot detection — robust proxy and session management is required.
  • Review depth and coverage depend on business age and category.
  • Delivery supports one-time and continuous collection schedules.

One-time extraction or continuous pipelines.

Send us a quick inquiry and we will scope a solution for you.

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