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 under 15 seconds, built on years of client audits.
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 + deterministic scoring architecture. Definition of measurable SEO and GEO signals.
- 034 weeks
Pipeline build.
Next.js routes on Vercel (Node.js), weighted algorithmic scoring, 23 tested checks.
- 042 weeks
Interface build.
Next.js, report interface, client tracking and statistics admin.
- 05Ongoing
Beta & iteration.
User testing, scoring and weighting adjustment, 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
Public page reading.
Fetches the page as it is publicly served, with its companion files (robots.txt, sitemap, llms.txt). Works with any CMS.
- 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
Deterministic report.
Report produced by a deterministic engine: 23 checks, two scores out of 100, three priority 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 + Payload CMS sur Vercel (Node.js)
- Full SEO + GEO audit in under 15 seconds
- Independent score out of 100 for SEO and 100 for GEO
- Report produced by a deterministic engine: 23 checks, two scores out of 100, three priority actions
- Reads the page as it is publicly served, along with robots.txt, sitemap and llms.txt
- 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
- Audit form and report in React
- Tailwind 4
Audit pipeline.
- Fetch of the public page and its companion files
- Classic SEO measurement
- Full GEO measurement
- Weighted scoring by category
Engine.
- Deterministic engine, no AI model call
- 23 checks, two scores out of 100, three priority actions
- Page HTML is not stored; the audited URL, scores and the report with check details are archived
Infrastructure.
- Vercel (Node.js) for scanning
- Postgres via Supabase for history
- Audits archived in Payload CMS
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
Report in under 15 seconds for 95% of audits
Solution
Deterministic engine with no AI model call, on Vercel (Node.js): no generation to wait for
Measured results
- < 15 s.for a full audit
- 40+.audits in week 1, no ads
- 100/100.SEO, 92/100 GEO on the Sk:vr page (October 2026)
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)
The Studjoow house
Sk:vr is a house project: see what the studio built inside.
Other cases
See more transformations.
- TC2026 · Prestataire
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- IG2026 · Prestataire
iGlobalForm.
From a slow WordPress to a Qualiopi-ready platform with a level test for 6 languages.
- CD2026 · Cofondateur
Conte de Faits.
From a self-funded WordPress to a Next.js + all-in-one CRM stack: HubSpot, Brevo, Kinsta and SendPulse replaced.
A similar project ?
One point of contact from brief to deployment. Let's talk over coffee or a call.