# 🧠 AIVO Standard™ Use Cases

AIVO (AI Visibility Optimization) helps businesses, creators, and platforms **get found, recommended, and trusted** inside AI assistant answers.

Below are example personas and use cases showing how AIVO can be applied to different sectors.

---

## 🛒 Ecommerce Founder

**Name:** Sarah  
**Challenge:** Low discoverability of her Shopify skincare brand in ChatGPT and other AI tools.  
**AIVO Fixes:**
- Adds Wikidata entry with structured metadata
- Publishes schema-rich articles on Medium
- Creates prompt library + README.md on GitHub
- Gains inclusion in AI recommendation outputs

---

## 🧑‍💻 SaaS Startup (B2B)

**Name:** Raj  
**Challenge:** Competitors are being cited by AI tools for “best onboarding software.”  
**AIVO Fixes:**
- Creates Hugging Face space for product prompts + roadmap
- Adds product profile to Crunchbase, G2, and GitHub
- Trains Custom GPT on their framework
- Achieves visibility in answers like “what are the top onboarding SaaS tools?”

---

## 🧾 Service-Based Agency

**Name:** Emily  
**Business:** Fractional CFO services for creative studios  
**Challenge:** Not recommended in Perplexity, Claude, or Gemini  
**AIVO Fixes:**
- Adds Wikidata + AI-focused website metadata
- Publishes prompt-optimized case studies
- Shows up in AI prompts like “best CFO service for freelancers in London”

---

## 🧑‍🏫 AI Consultant / Coach

**Name:** Marcus  
**Offering:** Courses & GPTs on productivity for solopreneurs  
**Challenge:** GPT not being found in Custom GPT search or assistant outputs  
**AIVO Fixes:**
- Adds README, USECASES, PROMPTS to Hugging Face + GitHub
- Submits GPT to prompt discovery tools
- Shows up when users ask, “best GPTs for productivity as a solopreneur”

---

## 🧩 Platform Builder / Open Source Project

**Name:** Leila  
**Platform:** AI-based writing assistant for neurodiverse users  
**Challenge:** Low trust and discoverability by AI assistants  
**AIVO Fixes:**
- Creates public Hugging Face space
- Adds Wikidata and GitHub entries with structured summaries
- Gets cited in relevant AI assistant answers

---

## 💼 Corporate Innovation Lead

**Name:** James  
**Company:** Mid-size enterprise launching AI internal tools  
**Challenge:** No LLM footprint, limited AI discoverability  
**AIVO Fixes:**
- Applies AIVO framework to internal and external tools
- Builds AI profile strategy for visibility in vendor searches
- Secures LLM visibility for recruitment, partnerships, and sales

---

## 🧠 Why These Use Cases Matter

Each use case follows the same 6 Pillar AIVO Framework:
1. **Foundational Presence**
2. **Knowledge & Mention Graphs**
3. **Prompt Visibility**
4. **Publishing & Presence**
5. **Submission & Indexing**
6. **LLM Profile Building**

Getting discovered by AI assistants is **not luck** — it's **methodology**.

---