Troja vs. SiteShield: developer scanner vs. agency platform
SiteShield is an agency-grade audit with AEO, GEO, accessibility and ESG. Troja is a developer-first scanner with AI fix prompts and connected deep-stack scans. Compared.
Short version: SiteShield is an agency-grade "Digital Intelligence Platform" — security, accessibility, performance, SEO, AEO + GEO and even ESG signals, tested across four AI engines and delivered as a polished report. Troja is developer-first: the same security + SEO + AEO, plus connected deep-stack scans, per-finding AI fix prompts, active tests and an MCP server — built to fix, not just to present.
What is SiteShield?
SiteShield (siteshield.org) is the broadest-scope tool in this category, pitched at agencies, universities, businesses, the public sector and nonprofits. It evaluates nine areas: security (OWASP-aligned), accessibility (AODA/WCAG), performance (Core Web Vitals), technical SEO, analytics/consent signals, AEO, GEO (Generative Engine Optimization — entity clarity, topical authority, trust proof), and ESG signals (sustainability, privacy, governance). It tests across four AI engines (Perplexity, ChatGPT, Gemini, Claude) and pulls in Google Search Console + PageSpeed data. A free "Digital Snapshot" scans your homepage; the paid "Digital Intelligence Report" runs a full-site crawl with a PDF, a verified badge and a "request a remediation quote" path.
Troja vs. SiteShield at a glance
| Capability | Troja | SiteShield |
|---|---|---|
| Security checks | ✅ 120+ | ✅ OWASP-aligned |
| SEO audit | ✅ 68 checks | ✅ technical SEO |
| AEO (AI-answer visibility) | ✅ 46 + matrix | ✅ AEO + GEO |
| GEO (generative engines) | ⚠️ within AEO | ✅ explicit |
| Accessibility (AODA/WCAG) | ❌ | ✅ |
| ESG signals | ❌ | ✅ |
| Live AI-engine testing | ⚠️ crawl matrix | ✅ 4 engines |
| Copy-paste AI fixes | ✅ per finding | ❌ (quote) |
| Connected deep-stack scan | ✅ 6 providers | ⚠️ GSC + PageSpeed |
| MCP server · API · monitoring | ✅ | ❌ |
| Audience | Builders & agencies | Agencies & institutions |
| Pricing | $19/mo | Quote |
Where SiteShield is strong
SiteShield has the widest lens here: it's the only tool that grades GEO and ESG explicitly, layers in AODA/WCAG accessibility and analytics/consent signals, tests four AI engines directly, and connects Search Console + PageSpeed for real data. For an agency producing a board-ready audit — or an institution that needs accessibility and governance coverage — that breadth and the verified badge are exactly the deliverable.
Where Troja goes further
SiteShield is report-and-consult; Troja is fix-and-ship. There are no copy-paste AI fix prompts in SiteShield (you request a remediation quote), no connected deep-stack scanning of your source/database/payments, and no MCP or API for your AI coding tools. Troja's AEO and GEO coverage is built to be actioned in your editor — every gap becomes a prompt you paste into Cursor — and it scans the real stack behind the page, monitors for regressions and white-labels the client report.
Which should you choose?
- You're an agency or institution that wants a broad, presentable audit (GEO + ESG + accessibility) with optional white-glove remediation → SiteShield.
- You're a builder who wants to find it, understand it and fix it yourself — with AI prompts, deep-stack scans and editor integration → Troja.
Different jobs: SiteShield packages a verdict for a stakeholder; Troja puts the fix in your hands.
Frequently asked questions
What's the difference between Troja and SiteShield?
SiteShield is an agency/institutional reporting platform — it grades security, accessibility, SEO, AEO, GEO and ESG and produces a polished report you present to stakeholders. Troja is a developer-first scanner: it hands you copy-paste AI fix prompts, scans your real stack via read-only tokens, and integrates with your editor over MCP so you can fix issues yourself.
Does SiteShield give AI fix prompts?
No. SiteShield provides prioritized recommendations and a 'request a remediation quote' path (a consulting model). Troja generates a specific, copy-paste fix prompt for every finding that you can paste into Cursor or Claude Code.
What is GEO, and does Troja do it?
GEO (Generative Engine Optimization) is optimizing your content for AI-generated answers — entity clarity, topical authority, trust proof and structured context. SiteShield grades GEO explicitly. Troja covers the same ground inside its AEO checks and turns the gaps into copy-paste rewrite prompts.
Does SiteShield scan my codebase or database?
No. SiteShield scans your site and connects Google Search Console and PageSpeed data, but it doesn't see your source or backend. Troja connects read-only tokens to deep-scan GitHub, Supabase, Stripe, Vercel, Railway and Resend.
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