Pricing

from $3.00 / 1,000 product scrapeds

Product Hunt Launch Monitor - Upvote Velocity & AI

Monitor Product Hunt launches, makers, topics, comments, upvote velocity, and breakout momentum for VC deal flow, competitor tracking, startup research, and Slack, webhook, or MCP connector alerts.

Pricing

from $3.00 / 1,000 product scrapeds

Rating

0.0

(0)

Developer

Nick

Actor stats

Bookmarked

Total users

Monthly active users

2 months ago

Last modified

Categories

Lead generation

MCP servers

Post ID

Optional

Product Hunt internal post ID.

Type:string | null

Example:

1234567

Slug

slug

Optional

URL slug for the product on Product Hunt.

Type:string | null

Example:

example-product-name

Product Name

name

Optional

Display name of the launched product.

Type:string | null

Example:

Example Product

Tagline

tagline

Optional

Short pitch shown next to the product name.

Type:string | null

Example:

An AI-powered productivity tool for makers.

Description

description

Optional

Longer product description from the launch page.

Type:string | null

Example:

Example Product helps teams collaborate and ship faster...

Product Hunt URL

url

Optional

Canonical Product Hunt URL for the launch.

Type:string | null

Example:

https://www.producthunt.com/posts/example-product-name

Website

website

Optional

External website / landing page URL for the product.

Type:string | null

Example:

https://example.com

Upvotes

upvotes

Optional

Total upvote count at scrape time. Null for atom-feed records.

Type:integer | null

Example:

482

Comments Count

comments_count

Optional

Total comments at scrape time. Null for atom-feed records.

Type:integer | null

Example:

Topics

topics

Optional

Human-readable topic / category names.

Type:array | null

Example:

[
  "Artificial Intelligence",
  "Productivity"
]

Topic Slugs

topic_slugs

Optional

Topic slugs usable directly as topic-mode input for chained runs.

Type:array | null

Example:

[
  "artificial-intelligence",
  "productivity"
]

Primary Maker Name

maker

Optional

Display name of the primary (first listed) maker.

Type:string | null

Example:

Jane Doe

Primary Maker Username

maker_username

Optional

Product Hunt @username of the primary maker.

Type:string | null

Example:

janedoe

Primary Maker Profile URL

maker_profile_url

Optional

Full Product Hunt profile URL for the primary maker.

Type:string | null

Example:

https://www.producthunt.com/@janedoe

Makers

makers

Optional

Full list of makers with name, username, headline, and profile URL.

Type:array | null

Example:

[
  {
    "name": "Jane Doe",
    "username": "janedoe",
    "headline": "Building tools for makers",
    "profile_url": "https://www.producthunt.com/@janedoe"
  }
]

Thumbnail URL

thumbnail_url

Optional

Thumbnail or hero image URL.

Type:string | null

Example:

https://ph-files.imgix.net/example-thumb.png

Launch Date

launch_date

Optional

ISO date (YYYY-MM-DD) of featuredAt or createdAt.

Type:string | null

Example:

2026-04-19

Rank

rank

Optional

1-based rank within this run's filter (today / weekly / topic / search).

Type:integer | null

Example:

Comments

comments

Optional

Top comments fetched when includeComments is enabled.

Type:array | null

Example:

[
  {
    "id": "c1234567",
    "author": "John Smith",
    "author_username": "johnsmith",
    "author_profile_url": "https://www.producthunt.com/@johnsmith",
    "body": "Looks promising - congrats on the launch!",
    "created_at": "2026-04-19T14:32:11Z"
  }
]

Upvote Velocity

upvote_velocity

Optional

New upvotes since the previous watch-mode snapshot. Null on first run.

Type:integer | null

Example:

124

Upvotes / Hour

upvotes_per_hour

Optional

Velocity normalized to upvotes per hour since last snapshot.

Type:number | null

Example:

18.6

Rank Change

rank_change

Optional

Positive = climbed, negative = dropped, null = first sighting.

Type:integer | null

Example:

Momentum Label

momentum

Optional

One of: new, accelerating, steady, fading, breakout, dropping, unknown.

Type:string | null

Example:

accelerating

Previous Snapshot At

previous_snapshot_at

Optional

ISO timestamp of the snapshot used to compute velocity.

Type:string | null

Example:

2026-04-18T08:15:00+00:00

Data Source

data_source

Optional

graphql_api or atom_feed (atom feed is the no-token fallback).

Type:string | null

Example:

atom_feed

Data Source Note

data_source_note

Optional

Free-text explanation when data_source is the atom feed fallback.

Type:string | null

Example:

Atom feed fallback - upvotes, comment count, topics, and thumbnail require a free API token.

Scraped At

scraped_at

Optional

ISO 8601 UTC timestamp of when the record was scraped.

Type:string | null

Example:

2026-04-19T08:15:23+00:00

Record Type

type

Optional

Set on summary records: 'breakout_summary' or 'trend_analysis'. Absent on product records.

Type:string | null

Example:

breakout_summary

Mode

mode

Optional

Filter mode used for this run (today / weekly / monthly / topic / search).

Type:string | null

Example:

today

Topic

topic

Optional

Topic slug active for this run when mode = topic.

Type:string | null

Example:

artificial-intelligence

Search Query

search_query

Optional

User-supplied search query when mode = search.

Type:string | null

Example:

ai writing tool

Snapshot At

snapshot_at

Optional

Snapshot ISO timestamp on breakout_summary records.

Type:string | null

Example:

2026-04-19T08:15:23+00:00

Breakout Count

breakout_count

Optional

Number of rising products on a breakout_summary record.

Type:integer | null

Example:

Top Breakouts

top_breakouts

Optional

Sorted list of climbing products with rank deltas and upvote velocity.

Type:array | null

Example:

[
  {
    "name": "Example Product",
    "url": "https://www.producthunt.com/posts/example-product-name",
    "rank": 3,
    "rank_change": 9,
    "upvotes": 482,
    "upvote_velocity": 124,
    "momentum": "breakout"
  }
]

AI Breakout Narrative

breakout_narrative

Optional

Plain-prose AI summary of the day's breakouts when AI + narrator are enabled.

Type:string | null

Example:

Today's breakouts cluster around AI productivity and developer tools...

Narrative Provider

breakout_narrative_provider

Optional

LLM provider that generated the narrative (openrouter / anthropic / google / openai / ollama).

Type:string | null

Example:

openrouter

Products Analyzed

products_analyzed

Optional

Count of products fed into the structured AI trend analysis.

Type:integer | null

Example:

Trending Categories

trending_categories

Optional

AI-derived hottest product categories.

Type:array | null

Example:

[
  "AI agents",
  "Developer tools",
  "No-code"
]

Market Themes

market_themes

Optional

AI-derived narrative market themes.

Type:array | null

Example:

[
  "Vertical AI agents are eating SaaS workflows..."
]

Top Picks

top_picks

Optional

AI-curated noteworthy launches with explanations.

Type:array | null

Example:

[
  {
    "name": "Example Product",
    "why": "Strong founder + clear ICP."
  }
]

Innovation Assessment

innovation_assessment

Optional

AI-generated paragraph evaluating overall novelty.

Type:string | null

Example:

Today's launches lean incremental - most are wrappers around existing LLMs...

Technology Patterns

technology_patterns

Optional

Dominant tech stack patterns.

Type:array | null

Example:

[
  "LLM-orchestration",
  "Browser automation",
  "Edge inference"
]

Target Audiences

target_audiences

Optional

Primary buyer / user audiences identified by the AI.

Type:array | null

Example:

[
  "Indie hackers",
  "B2B SaaS PMs",
  "Solo developers"
]

Opportunity Signals

opportunity_signals

Optional

Investment / business opportunity bullets.

Type:array | null

Example:

[
  "AI sales-enablement still underserved at SMB tier..."
]

Competitive Landscape

competitive_landscape

Optional

AI-generated paragraph on competitive dynamics.

Type:string | null

Example:

Crowded category but most players ignore the maker segment...

Recommendations

recommendations

Optional

Actionable recommendations for product builders.

Type:array | null

Example:

[
  "Lean into vertical-specific AI agents over general-purpose tools."
]

Generated At

generated_at

Optional

ISO 8601 UTC timestamp when the AI analysis was generated.

Type:string | null

Example:

2026-04-19T08:16:01+00:00

Other properties may be included.

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