"In the AI era, if AI cannot read you, you do not exist."
We help websites become machine-readable so AI agents can understand, retrieve, and recommend them.
Positioning: GEO (Generative Engine Optimization) — optimizing for Gemini/ChatGPT/Perplexity results, not just Google.
- <1% of websites are AI-ready
- Most SMEs are invisible to AI assistants
- This is a data structure problem, not a marketing problem
- Diagnose AI visibility issues
- Upgrade into structured, machine-readable format
- Distribute structured data layer
- Monitor AI visibility over time
Live: https://ai-readiness-checker.lovable.app
Checks: robots.txt, llms.txt, Schema.org, meta tags, content structure, HTTPS
Tourism SMEs in Japan — small businesses (hotels, restaurants, cultural spots, cafes) in non-major cities seeking international visibility.
Rationale:
- Clear pain point: traditional Japanese businesses lack outreach to foreign visitors
- Addresses over-tourism by redirecting to lesser-known locations
- Dual value: B2B (help businesses) + B2C (help tourists discover places)
- Free: AI visibility check (lead generation)
- Paid: Optimization service + ongoing monitoring (~$30-40/month subscription)
- Japan-first focus
- Agent-ready data specialization
- Accumulation of structured SME data over time
- Early mover in AI readability category
| Member |
Role |
| Apar |
CTO / Engineering |
| Cherprang |
Case Study / Outreach |
| Ely |
Product / UX / Tech Lead |
| Ian |
Market Research / Pitch Deck |
- G-CHALLENGE: Up to ¥10 million investment for winners
- Track: G-Incubate (startup track)
- Final submission: End of February 2026
New capability: On-the-fly e-commerce/Order Management site generation
- Input: Japanese website + SNS links
- Output: Foreigner-friendly e-commerce site with social integration
- Reduces "20% drop per extra click" problem
- Ely: Customer personas, product scenario, financials, "Why Us", infrastructure proposal
- Ian: Collect 10-20 tourism SME websites, update pitch deck
- Team: Entry form, MVP/persona sections
Source: Ely's Obsidian vault — G-Incubate.md (Feb 21, 2026)