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Product Hunt Rankings

Product Hunt Rankings leaderboard data

Track launch rankings, vote counts and products over time.

What we can collect

What data can be collected from Product Hunt Rankings?

The exact schema follows your brief, but a typical Product Hunt Rankingsdataset can include the following record groups when they are publicly exposed and permitted for the intended use.

  • Public leaderboard data from an agreed set of Product Hunt Rankings pages
  • Structured records with source URLs and collection timestamps
  • Scheduled snapshots or a one-off export, scoped to your requirements

Practical field breakdown

  • product_nameThe public-facing product name exactly as observed at collection time.
  • rankThe listing or search context needed to explain where this record appeared, including pagination or rank when available.
  • vote_countThe published vote count value, normalised into the schema agreed for your project.
  • comment_countA platform-published reputation or engagement signal, stored with the observation date.
  • periodThe published period value, normalised into the schema agreed for your project.
  • product_urlThe published Product Hunt Rankings location or destination associated with the record.
  • captured_atA source timestamp or Scrapebuddy observation time used to build an auditable history.

Fields are representative rather than fixed. We show null when a value is not published; we do not quietly guess missing prices, identifiers, availability or review data.

What stands in the way

Scoped per project

We review your target pages and validate the collection approach before confirming scope.

  • Confirm which pages and fields are publicly available
  • Agree the target region, record volume and refresh frequency
  • Validate sample records before confirming delivery and pricing

Project pricing

Request a quote

Share your source URLs, fields, volume and refresh schedule. We’ll confirm availability and send a quote for your requirements.

Common use cases

Where Product Hunt Rankings data becomes useful

01

Turn scattered public pages into one consistent dataset

02

Maintain directories, catalogues or operational reference data

03

Track changes to locations, offerings and public business signals

Delivery options

Delivered into your workflow

These are delivery formats we can arrange for a scoped project, not claims of a pre-authorised integration with Product Hunt Rankings.

Managed API

A documented endpoint shaped around the schema and query pattern agreed for your project.

Scheduled files

CSV, JSON or JSONL delivered on an agreed cadence for analysis or batch import.

Cloud or database delivery

A managed drop into your storage or database when direct delivery is the cleaner fit.

Worth knowing up front

Coverage and pricing are confirmed after reviewing your target Product Hunt Rankings URLs. Only agreed public fields are included; availability can vary by page and region.

We work within what each source permits and within applicable law. Where a source cannot be collected properly, we say so at feasibility stage rather than after you have paid.

Questions before you scope it

Product Hunt Rankings data FAQ

Can Scrapebuddy collect fields not shown on this page?

Usually, if Product Hunt Rankings publishes them and the intended use is permitted. Send the fields and representative URLs; feasibility is checked against the real surface before anything is promised.

How frequently can Product Hunt Rankings data be refreshed?

Cadence is agreed around how quickly the values change and the cost of each query. Every delivery includes observation timestamps so snapshots and changes remain distinguishable.

What happens when the source changes?

Managed projects are monitored and repaired as source behaviour changes. A layout or request change is handled as maintenance rather than handed back as a broken script.

Can the data be used in a customer-facing product?

That depends on the source, fields, jurisdiction and intended use. We confirm collection feasibility, but you remain responsible for rights to store, publish or redistribute third-party data.

Product Hunt Rankings · feasibility

Request a read on Product Hunt Rankings

Tell us exactly which pages and fields you need. We'll confirm what is reachable, return sample records where the source allows, and give you a token estimate for your volume — or tell you plainly if we don't think it can be done well.

  • Written feasibility read before any commitment
  • Sample records where the source permits
  • An honest no if that is the answer

Prefer email? sales@scrapingbuddy.com

No spam. A real person will review your request and reply.