HexDigest 
Product Hunt launch data
Canonical products plus every launch, maker profiles, topics, collections, vote and review aggregates, and a growing snapshot history.
$499 one-time
- 87,979 canonical products across 87,979 launches
- 1,000 with public vote counts — the demand signal Product Hunt publishes on every launch
- 87,979 with review aggregates (average score and review volume). Individual review bodies are not stored.
- Makers, topics and collections as separate tables —
ph_makers,ph_topics,ph_collectionsplus relationship and follower-snapshot tables - Daily / weekly / monthly / yearly rank when the launch publishes one — 211,079 rank observations across 4 dimensions
- Vote & review history — a dated observation per crawl, with 7,290 products already carrying multiple points. History deepens daily from your purchase date onward.
- CSV, JSONL and Parquet — all three included
- Browse it online — searchable, sortable explorer with per-product charts, plus the raw files
- Refreshed daily, last on 2026-10-25
- Daily updates
- Stripe-secured checkout
- Licensed for commercial re-use
- Source: public Product Hunt listing data
Instant delivery by email after checkout.
Schema — 19 columns
| Column | Meaning |
|---|---|
platform | platform slug (product-hunt) |
product_id | canonical product id (merged across launches) |
name | product or latest launch title |
url | canonical Product Hunt listing |
creator | maker display name, when published |
creator_url | maker profile URL, when published |
price_cents | always NULL; Product Hunt listings are not priced |
currency | USD placeholder for the shared schema |
category | first topic name, when the launch publishes topics |
tags | JSON array of topic names |
description | launch tagline or description |
image_url | thumbnail URL |
sales_count | latest-launch vote count |
rating_avg | average review rating, 0–5 |
rating_count | number of public reviews |
first_seen_at | first crawl observation (ISO-8601 UTC) |
last_crawled_at | most recent crawl (ISO-8601 UTC) |
native_type | product-hunt-product |
extra | JSON: votes, comments, reviews, launch count, latest launch, daily rank |
sales_count stores the latest-launch vote count.
extra keeps comments, launch count, latest launch time, and
daily rank. The paid export also ships the Product Hunt relationship
tables listed above.
Sample
| Name | Votes | Reviews | Rating |
|---|---|---|---|
| Figma code layers | 3 | 1,592 | 4.9 / 5 |
| Figma Specs | 182 | 1,589 | 4.9 / 5 |
| Figma Agent | 190 | 1,587 | 4.9 / 5 |
FAQ
What is the HexDigest Product Hunt dataset?
A licensed, daily snapshot of public Product Hunt products: names, URLs, creators, ratings, and platform-native metrics, plus crawl history. Delivered as CSV, JSONL, and Parquet for commercial re-use.
Is HexDigest a web scraping API or proxy network?
No. HexDigest sells compiled marketplace intelligence and licensed datasets. It is not a general-purpose scraper, browser API, or residential proxy. For raw crawl infrastructure see Bright Data, Zyte, Oxylabs, or Apify.
How is this different from Similarweb or competitor price trackers?
Similarweb measures traffic and retail demand. Prisync, Price2Spy, and Competera monitor SKU prices for retailers. HexDigest catalogs public Product Hunt listings and their ratings, pricing, and movement so analysts can research the marketplace itself.
How often is the data updated, and what formats ship?
The public tracker and the licensed export refresh daily. Every purchase includes CSV, JSONL, and Parquet.