Sk:vr by Studjoow.
- Sector
- Internal tool · Instant SEO + GEO audit
- Year
- 2026
- Duration
- Designed and built in 2026
An SEO and GEO audit in 10 seconds, powered by 12 years of field experience.
Context
With every project, Studjoow faced the same problem: proving, with hard numbers, what was holding back an existing site. Market SEO tools generate CSV files for specialists. Clients wanted clarity, readability, plain facts. Sk:vr was born from that observation.
Challenge
How do you give any site owner a clear, instant SEO and GEO audit with no installation? How do you deliver proof, not just opinion?
- Classic SEO tools generate unreadable CSV files for founders
- No tool measures GEO in 2026 (AI-specific signals)
- Manual audits take hours and cost a lot
- Clients constrained by WordPress with no visibility into the real issues
- New visitors experience a version the client never sees themselves (cache)
Approach
The project, step by step.
- 012 weeks
Market research.
Study of existing tools (Ahrefs, SEMrush, Screaming Frog), identification of GEO gaps in 2026.
- 021 week
Pipeline design.
Crawl + scoring + Claude architecture. Definition of measurable SEO and GEO signals.
- 034 weeks
Pipeline build.
Cloudflare Workers, weighted algorithmic scoring, structured and tested Claude prompts.
- 042 weeks
Interface build.
Next.js, streaming UI for the report, client tracking and statistics admin.
- 05Ongoing
Beta & iteration.
User testing, scoring adjustment, prompt refinement, accuracy measurement.
Transformation
Before / After.
Drag the handle to compare what was there before the redesign and what's in place now.
Before
1,000-row Ahrefs CSV
Pour spécialistes, illisible pour un fondateur
After
Sk:vr report in 4 minutes
Trois sections : ce qui marche, ce qui freine, 3 actions
Before 1,000-row Ahrefs CSV
After Sk:vr report in 4 minutes
What changes
Key features.
- 01
Architecture crawler
Crawler with JS execution.
Fetches the actually rendered DOM (not raw HTML), just like a browser. Handles SSR, CSR and ISR sites.
- 02
Page de score
Independent SEO + GEO scoring.
Two transparent scores out of 100, with a breakdown of measured signals and weights.
- 03
Rapport généré
Report written by Claude.
Structured, readable in 4 minutes, ordered by priority: what works, what blocks, 3 high-impact actions.
- 04
Admin Studjoow
Tracking admin.
Client management, audit history, usage statistics, automated follow-ups.
Deployed solution
From patchwork to custom-built.
Before
WordPress + plugins SEO + audits manuels longs
Clients were constrained by WordPress. Classic audit tools (Ahrefs, SEMrush, Screaming Frog) are built for specialists and do not measure GEO.
After · Custom redesign
Next.js + React + Claude API + Cloudflare Workers
- Full SEO + GEO audit in 10 seconds
- Independent score out of 100 for SEO and 100 for GEO
- Report written by Claude (Anthropic), structured, readable in 4 minutes
- Crawl with JavaScript execution (real page render)
- Measurement of GEO signals: llms.txt, JSON-LD, FAQ structure
- Admin to manage audits, client tracking, statistics, follow-ups
- Blog dedicated to AI optimisation and LLM search
Technical details
Front.
- Next.js 16 App Router
- React 19
- Streaming UI for the report
- Tailwind 4
Audit pipeline.
- Headless crawler with JS execution
- Classic SEO measurement
- Full GEO measurement
- Weighted scoring by category
AI.
- Claude (Anthropic) for the report
- Gemini as fallback
- No client data retained beyond 24 h
Infrastructure.
- Cloudflare Workers for crawling
- Postgres via Supabase for history
- Global CDN for reports
Challenges & solutions
What needed solving.
Challenge 01
Defining measurable and relevant GEO signals in 2026
Solution
llms.txt, JSON-LD richness, FAQ schema, citation-readiness, passage-friendly structure
Challenge 02
Guaranteeing consistent and stable scoring across runs
Solution
A/B tests on 200 reference sites, iteratively refined weightings, edge cache
Challenge 03
Latency under 30 s for 95% of audits
Solution
Cloudflare Workers + cache + streaming UI: the report appears as it is computed
Measured results
- 10s.for a full audit
- 40+.audits in week 1, no ads
- 100/100.SEO + GEO on Sk:vr itself
Testimonial
User testimonial coming soon, being collected from early audits.
Utilisateur Sk:vr
Free audit · 2026
Gallery
A few screenshots.
What's next
Roadmap.
The project isn't frozen. Here's what's planned, in progress, or in development.
- 01Historical comparison of a site over time
- 02Comparative audit against direct competitors
- 03Paid public API for agency integration
- 04Multi-page crawl mode (up to 100 pages per site)
Other cases
See more transformations.
- TC2026 · Prestataire
Tous Concernés.
From four scattered tools to a single CRM to run every campaign in France.
- DÉ2026 · Prestataire
Désenfumage.
From an invisible WordPress to a Google- and AI-indexed platform, with an interactive France map.
- IG2026 · Prestataire
iGlobalForm.
From a slow WordPress to a Qualiopi-ready platform with a level test for 6 languages.
A similar project ?
One point of contact from brief to deployment. Let's talk over coffee or a call.