The Brief
The client needed a professional-grade website intelligence platform that could analyze any public URL and produce a structured, actionable report in under 60 seconds — without requiring a login for the first scan. The platform needed to serve both technical teams and executive stakeholders, with reports clear enough for a board presentation and detailed enough for a developer sprint.
Product Systems AI designed and built SiteReveal AI from the ground up: defining the six-dimension scoring methodology, engineering the Playwright-based scan engine, integrating GPT-4o for AI-generated insights, and creating the deep-space visual identity that positions the platform as a premium intelligence tool rather than a basic checker.
The SiteReveal Score™ Bands
Industry-leading technical implementation
Solid foundation with minor gaps
Functional but with significant improvement areas
Fundamental issues requiring immediate attention
What We Built
Every component of SiteReveal AI was designed and engineered by Product Systems AI.
SiteReveal Score™ — Six Dimensions
Every website is scored across six weighted dimensions: Security (25%), Performance (20%), SEO (20%), Tech Modernity (20%), Accessibility (10%), and Data & Analytics (5%). The composite SiteReveal Score™ gives a single 0–100 number with four bands: Best-in-Class, Advanced, Modern, and Needs Work.
Six-Stage Detection Engine
A Playwright-powered headless browser loads the target URL in an isolated Chromium context, intercepting all network requests and capturing the fully-rendered DOM. The detection engine then reads HTTP headers, script URLs, DOM variables, meta tags, cookie names, and HTML patterns against a technology signatures database.
AI Insights via GPT-4o
After scoring, the score breakdown and tech stack are passed to an LLM that generates structured, prioritised, actionable recommendations for each dimension — forming the Upgrade Blueprint that guides teams through exactly what to fix and in what order.
Live Intelligence Database & Leaderboard
Every public scan is added to a live feed and leaderboard, updated in real time. Users can compare any two domains head-to-head, re-scan sites to track improvements, and browse the intelligence dashboard to see how the web's top sites score across all six dimensions.
Executive-Grade PDF Reports
Each scan produces a structured intelligence report designed for both technical and executive audiences. Reports include an executive summary, per-dimension score breakdowns with evidence tables, AI-generated insights, and an upgrade blueprint — all exportable to PDF or accessible via the API.
Embed Widget & API Access
SiteReveal AI offers an embeddable score widget for third-party sites and a full API for programmatic access. Developers can integrate website intelligence directly into their own tools, dashboards, or CI/CD pipelines.
Tech Stack
Project Timeline
Defined the six-dimension scoring model and the SiteReveal Score™ methodology.
Created the deep-space dark aesthetic with cyan/teal gradient accents and the score circle UI.
Engineered the Playwright-based scan engine, signal extractor, and confidence scoring pipeline.
Integrated GPT-4o for AI Insights and the Upgrade Blueprint generation.
Built the live leaderboard, domain comparison, PDF export, API, and embed widget.
Shipped v2.4.1 with full pricing tiers, newsletter digest, and all systems operational.
More Website Intelligence by Product Systems
Both tools were designed and built by Product Systems AI — explore the free entry-level tool.
WebsiteSpy.ai
The free, zero-friction entry point to website intelligence. Enter any URL and get an instant 0–100 score in under 5 seconds — no account, no email, no credit card. The perfect starting point before upgrading to a full SiteReveal report.