On Launch Llama
StackScope
For sales teams: StackScope finds new sites using Stripe or Shopify the week they launch so you reach prospects early StackScope keeps the workflow clear so you ship outcomes with less busywork.
Built by Jonathan Howell
Freemium
Visit website → Upvotes · 120
StackScope is a Product Hunt listing on Launch Llama with 120 total upvotes, founded by Jonathan Howell who joined in Sep 2026, compared against 6 alternatives.
Product Hunt listing
Listing status
120upvotes
Community score
Jonathan Howell (Joined Sep 2026)
Founder
Compared against 6 alternatives
Market comparison





Real numbers
90d
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Key Features
- Watch technologies or keywords and get alerts when new sites match
- Receive new site discoveries by email, Slack or webhook
- Look up what technologies any newly launched site was built with
- Download matching sites as spreadsheets or query via API
- Access published business contact pages and email addresses
About
See which sites started using Stripe, Shopify or Next.js this week. Most of what we index we find ourselves: over 2.2+ million sites from public infrastructure signals, not submitted to us, across 40,000+ technologies. When we reach a launch before the boards, we're 14.5 days early. Browsing is free. Paid plans add Stackdar alerts, API access, bulk export with published contact details, and an MCP server for Claude, ChatGPT and Cursor.
Use Cases
- Vendors monitoring when competitors' technologies are adopted by new launches
- Agencies finding new sites in their country using the stack they work with
- Vendors reaching businesses in their market the week their website launches
- Anyone selling to a specific market by watching for industry keywords
Pricing
StackScope offers a free plan plus paid tiers. See the website for current pricing.
FAQ
Data & API
Plans and pricing What you get API reference Connect your assistant Data licence
The numbers behind the corpus
These are queried live from the corpus. They are cached for a few hours and move constantly. Sites indexed in total 5,548,431 Available through the API and feeds 5,456,880 Of those, promoted as indie launches 996,095 Indie launches promoted from discovery 968,816 Added from launch channels, past 7 days 582 Added from discovery, past 7 days 558,596 Active technology fingerprints 64,266 Technology categories 141 With full launch-time analysis (infra, quality, agent signals) 38,324 Launches under liveness tracking 38,488 Reached a launch platform, past 7 days 8,176 Of those, already on StackScope first 1,768 (21.6%) When we were first, days ahead on average 22.7 Sites indexed means every site we have crawled and detected technology on, including the broad discovery stream: local businesses, corporate sites, and the general new web our pipeline finds alongside launches. That pipeline came online in July 2026, which is why a single week of inflow is a large fraction of the total. The last t
More on how the meters work
If we later remove a site from the corpus, as spam or a scam or anything else that should not have been listed, the launch you spent on it stops counting against your allowance. You get the headroom back and your account page shows how many were credited. Launches that Stackdar sends you count against the same distinct-launch allowance, because they are the same records the API returns. When the allowance is reached, Stackdar pauses your watches and tells you. They restart when your billing period resets and pick up from launches shipping then, rather than replaying a backlog of launches that are no longer new. API keys keep the permissions they had when they were created. After an upgrade, create a new key to use the extra endpoints; your old key will keep working for everything it already had access to. Every API response that touches launches carries the remaining allowance as headers; the API reference lists them.
Founder Guides
Alternatives
- MarketScope
For founders: MarketScope accelerates market research so you validate ideas and find customer insights faster than traditional methods.
- Aura++
For founders: Aura++ launches products with SEO-optimized pages and social promotion so you gain visibility and early adopters fast.
- TruStats
For founders: TruStats connects your analytics (PostHog, Stripe, Beehiiv) to create a live, verified metrics page. Share one link with investors—no manual entry, no cherry-picking.
- toolbound stack
For founders: toolbound Stack provides a production-ready Next.js SaaS boilerplate so AI agents can build your product faster from clear rails.
- GitDealFlow
For investor scouts and founders: GitDealFlow tracks GitHub signals to identify breakout startups before VC radar with weekly digests and MCP tools.
- appstackbuilder
App Stack Builder is a free AI-powered tech stack builder that helps founders and developers discover tools, compare alternatives, explore SaaS and AI products, and bu
Ask AI
ChatGPT Claude Perplexity Grok
For agents
llms.txt · llms-full.txt · ai.txt · Live fact sheet · Full catalog (.md) · Endpoint index · API spec · REST access · Agent server · Server manifest · Server discovery