# Visora

> Visora is a Hong Kong AI visibility and agent-readiness platform. It measures, diagnoses, and improves how often AI answer engines — ChatGPT, Google AI, Gemini, Perplexity, Copilot, Doubao, DeepSeek, and Qwen — recommend a business, and whether autonomous AI agents can actually complete tasks (find pricing, contact, checkout) on that business's website. Founded 2025, Hong Kong. Bilingual: English + Traditional Chinese (zh-HK) with Cantonese tone support.

Key facts:
- Free 60-second AI Visibility Scan, no account required: https://visoraco.com/scan
- Agent Readiness tooling: audits whether AI agents can access, read, and act on a website (robots.txt bot matrix, SSR/no-JS readability, token budget, agent interfaces, commerce readiness)
- Pricing: Free scan; Lifetime HK$999 one-time; Autopilot HK$288/month: https://visoraco.com/pricing
- This site serves markdown to agents that send `Accept: text/markdown` (with an `x-markdown-tokens` estimate header)
- robots.txt explicitly welcomes all three AI bot buckets (training / search / user-triggered agents): https://visoraco.com/robots.txt

## For AI agents (machine interfaces)

- [MCP server](https://visoraco.com/mcp): Model Context Protocol endpoint (POST JSON-RPC 2.0, streamable-http, no auth, 60 req/hour/IP). Tools: `visora_agent_readiness`, `visora_check_robots`, `visora_free_scan`, `visora_bot_taxonomy`. Discovery doc: https://visoraco.com/.well-known/mcp.json
- [OpenAPI spec](https://visoraco.com/.well-known/openapi.json): machine-readable spec of the free public endpoints (scan, robots test, agent readiness, pagespeed, meta preview, SEO audit).
- [Visora for AI agents](https://visoraco.com/agents): human-readable overview of every machine interface and rate limit.
- [llms-full.txt](https://visoraco.com/llms-full.txt): extended version of this file — metrics methodology, full tool list, endpoint details.

## Start here

- [Free AI Visibility Scan](https://visoraco.com/scan): 0–100 AI Visibility Score across 8 AI engines in ~60 seconds, no account.
- [Agent Readiness Checker](https://visoraco.com/tools/agent-readiness-checker): free instant check — can AI agents access and read your site (no-JS readability, bot access matrix, token budget)?
- [What is AI Visibility?](https://visoraco.com/ai-visibility): how visibility is measured (AVI), why it differs from SEO, and how to improve it.
- [Services](https://visoraco.com/services) · [Pricing](https://visoraco.com/pricing) · [FAQ](https://visoraco.com/faq)

## Free tools

- [Free Tools Hub](https://visoraco.com/tools): 36+ free tools for schema, keywords, content, and page speed.
- [AI Mention Checker](https://visoraco.com/tools/ai-mention-checker): 30-second test of whether AI engines name your business.
- [AI Referral Tracker for GA4](https://visoraco.com/tools/ai-referral-attribution): generate the GA4 channel-group regex that separates AI-referral traffic (chatgpt.com, perplexity.ai, gemini.google.com…) from Direct.
- [Schema Generator](https://visoraco.com/schema-generator): JSON-LD generator for local businesses.
- [Business Directory](https://visoraco.com/directory): Hong Kong businesses with AI-visible structured profiles.

## GEO & AI search guides

- [What Is Agent Engine Optimisation (AEO)?](https://visoraco.com/blog/what-is-agent-engine-optimisation): SEO ranks you, GEO gets you cited, AEO lets AI agents act — the three bot buckets and the 100-point agent-ready checklist.
- [GEO Hong Kong Guide](https://visoraco.com/geo-hong-kong): Generative Engine Optimization for Hong Kong businesses — bilingual search, local authority signals.
- [AI Visibility Guides by Industry & District](https://visoraco.com/aeo): per-industry, per-district guides for appearing in AI answers.
- [The AIV Score](https://visoraco.com/blog/ai-visibility-index-5-metrics): the 7 metrics behind the AI Visibility Index.
- [How Long Do Schema & GEO Changes Take](https://visoraco.com/blog/how-long-schema-geo-changes-take): retrieval vs parametric engine timelines.
- [Is GEO Replacing SEO in Hong Kong?](https://visoraco.com/blog/is-geo-replacing-seo-hong-kong): data and positioning on the two channels.

## Research & proof

- [State of AI Visibility Report](https://visoraco.com/research): original research from real scan data.
- [AVI Methodology](https://visoraco.com/research/methodology): Recall, Reach, Convergence, Factuality, Rank.
- [Client Results](https://visoraco.com/portfolio): dated before-and-after AI visibility screenshots.
- [Case Studies](https://visoraco.com/case-studies): written case studies with honest baselines ([繁體中文](https://visoraco.com/case-studies/zh)).
- [Visora vs Clickspo](https://visoraco.com/compare/clickspo): honest 2026 comparison of platform vs agency models.
- [Best AI Visibility Platforms in Hong Kong (2026)](https://visoraco.com/best-ai-visibility-platform-hong-kong): honest comparison of Visora, BuildSOM, Geoneo, HK GEO agencies, and global trackers — engines, pricing, languages ([繁體中文](https://visoraco.com/best-ai-visibility-platform-hong-kong/zh) · [简体中文](https://visoraco.com/best-ai-visibility-platform-hong-kong/zh-cn)).

## Company

- [About Visora](https://visoraco.com/about): who we are and how we measure.
- [Contact](https://visoraco.com/contact): info@visoraco.com · WhatsApp +852 5628 6635 · Hong Kong. Replies within one business day.
- [Privacy Policy](https://visoraco.com/privacy) · [Terms of Service](https://visoraco.com/terms)

## Optional

- [Blog](https://visoraco.com/blog): AI visibility guides for Hong Kong businesses.
- [RSS feed](https://visoraco.com/rss.xml): new posts as they publish.
- [Sitemap](https://visoraco.com/sitemap.xml): full public URL inventory.
- [robots.txt](https://visoraco.com/robots.txt): explicit per-bot stanzas for ~35 documented AI bots, grouped by bucket.