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StackScope
StackScope is a technographics product for newly launched websites. It helps users track what fresh sites are built with, monitor technology adoption, and export matching companies or launch records.
Overview
StackScope is a technographics data product focused on newly launched websites. It identifies what fresh launches are built with, then lets users search that corpus, follow technologies, and export matching companies or launch records.
The product is aimed at people who want to see technology choices at the moment a site goes live, rather than after the stack has settled. The homepage and data page describe workflows for alerts, exports, API access, and querying the data from Claude, ChatGPT, or Cursor.
Features
Technology watches and alerts
Set standing watches for technologies you care about and get notified when a new launch ships with them. The data page says alerts can go out by email digest, Slack or webhook.
Exports in download-friendly formats
Export matching launches or lists as downloads, with the data page describing spreadsheet exports and full-week JSON or CSV output.
API and MCP access
Ask questions through the API or an AI assistant. The site says you can paste the MCP endpoint into Claude, ChatGPT or Cursor and query the corpus in plain language.
Launch lookup results
Pull back launch-level details such as technologies, hosting, launch date, and published contact information when available. The product also says lookups can return stack and launch date in one call.
Trend and corpus statistics
Track adoption over time with trend views and counts for technologies, launch platforms, and the launches StackScope has analysed.
Use cases
Vendor and competitor monitoring
Watch for new launches that ship with your product or a competitor's technology so you can see adoption at launch time, not only at renewal or after a later scan.
Technology trend analysis
Look at a country, product type, launch channel, or date range to understand which tools are common on the newest sites in a given slice of the web.
Lead enrichment and qualification
Use the API or MCP endpoint to look up a domain during signup or account review and route the lead based on the stack, hosting, and launch date you get back.
List building and export
Export matching companies or launch records for outbound lists, research spreadsheets, or analysis in another tool.
Early adopter prospecting
Set a watch on a technology you support so you get notified when a fresh launch adopts it, along with the published contact details the site provides when available.
Pros and Cons
Pros
- Focuses on newly launched websites, which makes the data useful for early technology adoption signals.
- Supports multiple ways to access the corpus, including the web interface, downloads, API, and AI assistant workflows.
- Can surface published business contact details alongside launch records when available.
- Offers technology watches so users can be notified when a chosen stack appears on a new launch.
- Shows corpus statistics and launch trends that help users compare adoption across technologies and launch platforms.
Cons
- Coverage is centered on newly launched sites, so it is not a general-purpose directory of the entire web.
- The public sources do not fully document every alerting, query, or export option in detail.
- Some data and account limits vary by tier, so users need to check the pricing page for the plan that fits their workload.
FAQ
What does StackScope do?
StackScope looks up newly launched websites and returns the technologies it detected, along with launch context and exported company matches where available. The site also says you can query the data through Claude, ChatGPT or Cursor using its MCP endpoint.
How can I access the data?
The homepage says you can explore the corpus, set standing watches that alert by email digest, Slack or webhook, and export matches or whole launches as downloads or via the API. The data page also mentions JSON or CSV access and an MCP server for AI assistants.
Where does StackScope get its data?
The site says it watches new launches from Product Hunt, Hacker News and PeerPush, and also finds most sites through its own discovery pipeline. It crawls launches for frameworks, hosting, CDN, DNS, email configuration, and SaaS tools loaded on the page.
Is there a free trial or paid plan?
The pricing page shows tiered paid plans and says you can try it before subscribing by emailing [email protected] for a trial key. It also says there are no automatic overage charges and credits do not roll over.
Does StackScope provide contact details?
The source says StackScope does not collect named people's contact details. Where a site publishes a general business email address or contact form, it may include that information.
Quick Facts
- Category
- Technographics / developer tool
- Primary use
- Track what newly launched websites are built with and monitor technology adoption
- Access methods
- Web app, downloads, API, MCP endpoint for Claude, ChatGPT or Cursor
- Data sources
- Product Hunt, Hacker News, PeerPush, plus StackScope's own discovery pipeline
- Website
- stackscope.dev
- Pricing
- Paid plans are listed; the data page says you can request a trial key by email
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