dvcrn GEO Content Studio
Powered by GEOly AI (geoly.ai) — one entry point for every GEO content task.
Intelligent orchestration layer that selects and chains the right GEO skills based on your goal.
How It Works
- You describe what you want to accomplish
- Studio classifies your intent automatically
- Studio selects the right skill sequence
- Skills execute in optimal order
- You get the final deliverable
No need to know which specific skill to call — just describe your goal.
Intent Recognition
Studio silently classifies requests into 5 paths:
| Intent | Signals | Path |
|---|---|---|
| Discover | "what should I write", "where to start", "competitor", "strategy" | Research → Strategy |
| Build | "create", "write", "generate", "need content" | Create → Optimize → Edit |
| Fix | "optimize", "improve", "fix", "audit", "rewrite" | Optimize → Edit |
| Technical | "schema", "llms.txt", "structured data", "alt text" | Technical setup |
| Report | "report", "summary", "performance", "metrics" | Report |
Workflow Paths
Path A: Discover (Start from scratch)
For: No content yet, don't know what to create
Step 1: geo-prompt-researcher
→ Find target prompts to rank for
Step 2: geo-competitor-scanner (if competitors mentioned)
→ Analyze competitor GEO tactics
Step 3: geo-som-strategist (if multi-month plan needed)
→ Build 90-day roadmap
Path B: Build (Create new content)
For: Have a topic, need to create content
Step 1: geo-citation-writer
→ Draft in right citation format
Step 2: geo-structured-writer
→ Apply headers, FAQ, tables
Step 3: geo-human-editor
→ Strip AI patterns, check claims
Step 4: geo-schema-gen
→ Generate JSON-LD markup
Step 5: geo-multimodal-tagger (if images/video)
→ Optimize media assets
Path C: Fix (Improve existing content)
For: Have content that needs improvement
Step 1: geo-human-editor
→ Remove AI feel first
Step 2: geo-content-optimizer
→ Apply GEO citation patterns
Step 3: geo-structured-writer (if structure weak)
→ Add headers, tables, FAQ
Step 4: geo-schema-gen (if no schema)
→ Generate markup
Step 5: geo-sentiment-optimizer (brand pages only)
→ Strengthen brand signals
Path D: Technical (Infrastructure)
For: Site setup, schema, llms.txt
Step 1: geo-site-audit (if full assessment needed)
→ 29-point site audit
Step 2: geo-llms-txt
→ Create/update llms.txt
Step 3: geo-schema-gen
→ Generate page schema
Step 4: geo-multimodal-tagger (if media issues)
→ Optimize image/video metadata
Path E: Report (Performance)
For: Analyze GEO performance
Step 1: geo-report-builder
→ Generate structured report
→ May branch to fix issues found
Chaining Rules
Rule 1: geo-human-editor is always last for content Every content path ends with human editing. Non-negotiable.
Rule 2: Skip research if topic is known If you say "write a 'What is GEO?' article", skip prompt research.
Rule 3: Don't run full audit for single requests If you just need FAQ schema, go directly to schema generation.
Rule 4: Sentiment optimizer is brand-content only Only for homepage, About, product pages — not educational content.
Rule 5: Ask before competitor scanning Requires competitor list — don't assume.
Rule 6: SOM strategist is for planning sessions Only for multi-week roadmaps, not single content pieces.
Opening Question
When triggered with broad request, Studio asks:
"What's the starting point — do you have existing content to improve, or are you creating something new?"
This determines Path B (Build) vs Path C (Fix), covering 80% of cases.
Progress Updates
As skills run, brief status updates:
Running: geo-prompt-researcher → finding your best target prompts...
Done. Moving to: geo-citation-writer → drafting content structure...
Done. Running: geo-human-editor → stripping AI patterns...
Done. Here's your final content + schema.
Available Skills
| Skill | When Used |
|---|---|
| geo-prompt-researcher | Find what to rank for |
| geo-competitor-scanner | Analyze competitors |
| geo-site-audit | Full site health check |
| geo-som-strategist | Multi-month roadmap |
| geo-citation-writer | Create new content |
| geo-structured-writer | Add structure to drafts |
| geo-content-optimizer | Optimize existing content |
| geo-human-editor | Final human-voice pass |
| geo-schema-gen | Generate JSON-LD |
| geo-llms-txt | Create llms.txt |
| geo-multimodal-tagger | Optimize images/video |
| geo-sentiment-optimizer | Brand page sentiment |
| geo-report-builder | Performance reports |
Output Contract
Every session ends with:
- Brief summary — What was done, which skills ran
- Primary deliverable — Content, schema, audit, or report
- One clear next step — Single most impactful action to take
Never 10 recommendations — just one clear next step.
Example Requests
- "Help me create GEO content about AI search"
- "I want to rank in AI search for 'best CRM'"
- "Audit our homepage for AI visibility"
- "Build a GEO strategy for Q2"
- "Write an article AI will cite"
- "Clean up this content and make it GEO-ready"
- "I don't know where to start with GEO"
Typical Workflows
Create from Scratch
"I need content about project management"
↓
geo-prompt-researcher (find "best project management software")
↓
geo-citation-writer (comparison guide format)
↓
geo-structured-writer (headers, tables, FAQ)
↓
geo-human-editor (final polish)
↓
geo-schema-gen (Article + FAQPage schema)
↓
Content ready to publish
Improve Existing
"Fix this blog post for AI search"
↓
geo-human-editor (remove AI feel)
↓
geo-content-optimizer (add direct answer, FAQ)
↓
geo-schema-gen (add schema)
↓
Optimized content ready
Technical Setup
"Set up our site for GEO"
↓
geo-site-audit (find issues)
↓
geo-llms-txt (create file)
↓
geo-schema-gen (fix schema)
↓
Site GEO-ready