Introduction
StackScope is a technographics service focused on new product launches rather than the whole public web. It ingests fresh data every day from Product Hunt, Hacker News Launches, and PeerPush, then identifies the frameworks, hosting providers, analytics stacks, and payment tools that power each launch. If you have ever wanted to know what Next.js version a competitor shipped with, or how many Product Hunt launches this month use Supabase, this is the tool that answers it.
StackScope has been live since early 2026 and covers 85,000 launches and roughly 1.5 million sites through its Discovery crawler. That is a smaller footprint than BuiltWith or Wappalyzer, and the focus on fresh launches is where it earns its place.
Key Features
Tech Stack Detection
StackScope catalogs 32,851 technologies across 120 categories, from web frameworks and CDNs to analytics providers and payment processors. Its detection uses over 90,000 signatures, which cuts down on the false positives that plague simpler scanners. It identifies frameworks, hosting backends and libraries from a site's public footprint, including niche ones.
Daily Launch Ingestion
Every 24 hours, StackScope pulls new products from Product Hunt, Hacker News Launches, and PeerPush. The pipeline runs at roughly 7 AM UTC, so European and US teams see fresh data by the start of the workday. This near real-time cadence is the main reason to use it over BuiltWith, whose reindex cycle for smaller sites can stretch into weeks.
AI-Built Site Detection
This is the standout feature. StackScope tags sites that appear to have been generated or heavily assisted by AI code tools. The signal combines heuristics like meta tags, code patterns, and repository fingerprints. False positives exist, and it is one of the only tools that surfaces AI-generated products at scale. For anyone tracking the shift from hand-coded to AI-assisted products, this alone justifies checking StackScope weekly.
Trend Charts and API
Adoption charts show usage trends over time. If you want to know whether Nuxt is gaining ground against Next.js among new launches this quarter, the answer is one query away. The REST API and data licence make this queryable at scale, which is where the Pro tier earns its price.
Discovery Crawler
Beyond the launch platforms, StackScope Discovery crawls 1.5 million additional sites. This is smaller than BuiltWith's 800M+ index, so if you are doing broad market research on established SaaS players, StackScope will feel thin. For new launches and indie products, it is complete enough.
Pricing Breakdown
| Plan | Price | Best For |
|---|---|---|
| Free | $0/mo | Casual browsing, one-off readiness checks, limited search |
| Pro | Custom (contact sales) | Full API, bulk lookups, advanced filters, data licence |
The Free tier gives you the readiness check and browsing of public launch data. Search is capped. Pro adds full API access, bulk lookups, and a data licence for teams that want to embed StackScope data into their own workflows. The trade-off is that Pro pricing is not published. You have to email sales, which slows down evaluation and makes it hard to budget against competitors that list numbers openly.
Pros and Cons
What Works
- The launch ingestion is fast and reliable. New products show up within a day of shipping.
- 90,000+ detection signatures produce cleaner data than simpler open source scanners.
- The AI-built site signal is unique. Few other technographics tools offer it.
- The 85K+ launches and 1.5M+ sites database is growing fast, and its coverage of indie products is a real strength.
What Doesn't
- Coverage skews heavily toward early-stage launches. If you need data on established enterprise sites, use BuiltWith.
- Pro pricing is opaque. Requiring a sales call in 2026 is friction that costs deals.
- No browser extension. Wappalyzer's on-the-fly stack check on any site you visit is missing here.
- As a newer entrant, historical data is limited. If you need to know what a site's stack looked like in 2019, StackScope cannot help.
Who Is It For
Three groups get the most value:
- Founders doing competitive research. If a rival just launched, you can see what they built on within hours.
- Sales teams targeting new companies. Filter by technology to find prospects that already use your target stack.
- Researchers tracking the AI-assisted development trend. The AI-built signal makes this observable in a way nothing else does.
If you are doing general SEO work, keyword research, or backlink analysis, this is the wrong tool. Semrush or Ahrefs cover that ground properly. If you need a stack check on a random site you visit, Wappalyzer's browser extension is faster.
Verdict
StackScope earns a solid 6.5 out of 10. It fills a real gap in the technographics market by focusing on launches instead of the entire indexed web. The daily ingestion cadence, clean detection, and AI-built site signal are strong differentiators. The opaque Pro pricing and missing browser extension are the main friction points.
For anyone whose work touches new product launches, competitive intelligence on the indie SaaS scene, or the AI-assisted development trend, StackScope is worth bookmarking. It will not replace BuiltWith for enterprise research or Wappalyzer for casual browsing, and it does something neither of those tools does well: it tells you what shipped this week, and who built it with what.
