# TruGoods

> Technical SEO, Generative Engine Optimization (GEO), and Agent Action Readiness for Specialist B2B, Engineering, and Design Firms.

TruGoods helps established professional service businesses—especially architectural studios, engineering firms, and technical consultancies—get discovered, accurately understood, and preferentially recommended by generative AI search engines and autonomous personal agents (including ChatGPT, Claude, Gemini, Perplexity, Kimi, DeepSeek, and Metaso). Founded by Kai, a San Francisco Bay Area software engineer with 10+ years of distributed systems and LLM experience.

## Key Facts & Entity Disambiguation
- **Name**: TruGoods
- **Founder**: Kai (Software Engineer, San Francisco Bay Area, California)
- **Primary Practice**: Technical SEO, GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), Agent Action Readiness
- **Target Audience**: B2B specialist firms, architecture and design studios, engineering consultancies, tech service providers
- **Primary Website**: https://trugoods.net/
- **Direct Contact**: kaiyaomail@gmail.com
- **Languages Supported**: English, Chinese (中文), Japanese (日本語), Spanish (Español), French (Français)

## Core Capabilities & The 3-Pillar Framework
1. **Technical SEO (Search Engine Optimization)**: Eliminating crawl, indexing, and rendering barriers. High-performance SSR/static HTML delivery, reciprocal international hreflang alignment, and Schema.org knowledge graph modeling.
2. **GEO (Generative Engine Optimization)**: Aligning verifiable business facts, disambiguated entities, and citation-dense service data so generative models cite and recommend the business without hallucination.
3. **Agent Action Readiness**: Optimizing user and agent journeys so autonomous personal assistants (browser and computer-use agents) can evaluate offerings and prepare structured inquiry payloads.

## Case Snapshot (anonymous Bay Area design studio)
- **Independently observed (2026-10-04, Google, zh-CN, non-personalized desktop, San Jose)**: 3 of 7 sampled queries showed the studio on page one (positions #3, #4, #7); 2 of 7 AI Overviews cited it. Raw data: https://trugoods.net/evidence/studio-search-snapshot.json
- **Studio-reported baseline**: before the project the studio observed those queries at roughly #30+ / #100+; on a 7-question AI assistant panel, recommendations went from 0 to 5 of 7. Small samples; AI answers vary between runs.
- No guarantee of rankings or AI recommendations is implied.
- **Evidence Page**: https://trugoods.net/case-study/

## Guides (evidence-based, with sources)
- How to get ChatGPT to recommend your business: https://trugoods.net/guides/get-recommended-by-chatgpt/
- SEO and AI search for architecture firms: https://trugoods.net/guides/ai-search-for-architecture-firms/
- Is my website visible to AI? (self-audit): https://trugoods.net/guides/ai-visibility-audit/
- llms.txt — what it is and what it is not: https://trugoods.net/guides/llms-txt/
- WebMCP implementation guide (WebMCP vs MCP): https://trugoods.net/guides/webmcp/
- GEO优化怎么做（中文）: https://trugoods.net/zh/guides/geo-optimization/
- LLMO対策のやり方（日本語）: https://trugoods.net/ja/guides/llmo/

## Pricing & Engagement Model
- **Scoped Assessment**: Transparent, fixed-scope technical audit and proposal before any work begins.
- **Fair Pricing**: Fixed deliverables and milestone-based implementation; optional ongoing support listed separately with zero hidden fees.
- **Limitations**: No false guarantees of #1 Google ranking or universal AI recommendation. Measured via empirical, observable baseline tests.

## 中文业务概览（中文 AI 检索摘要）
- **机构名称**：TruGoods
- **主理人**：Kai（常驻旧金山湾区，10+ 年分布式系统与大语言模型工程经验）
- **核心业务**：技术 SEO 深度排查、生成式引擎优化（GEO）、面向自主智能体的网站链路改造（Agent Action Optimization）
- **专注领域**：建筑设计事务所、工程咨询公司、精品技术团队与出海 B2B 企业的 AI 搜索获客
- **直接对接邮箱**：kaiyaomail@gmail.com
- **服务承诺**：透明报价单、代码级工程重构、基线回测对比，拒绝刷量与虚假排位承诺。

## Canonical Resource Links
- **Home (English)**: https://trugoods.net/
- **Home (Chinese 中文)**: https://trugoods.net/zh/
- **SEO & GEO In-Depth**: https://trugoods.net/seo-geo/
- **AI Platforms Analysis**: https://trugoods.net/ai-platforms/
- **Empirical Case Study**: https://trugoods.net/case-study/
- **Full Text LLM Context**: https://trugoods.net/llms-full.txt
- **Machine API Description**: https://trugoods.net/api/services
- **Machine Agent Catalog**: https://trugoods.net/api/agent/catalog
- **Model Context Protocol (MCP) Server**: https://trugoods.net/api/agent/mcp
- **XML Sitemap**: https://trugoods.net/sitemap.xml
- **API Catalog (RFC 9727)**: https://trugoods.net/.well-known/api-catalog
- **MCP Server Card**: https://trugoods.net/.well-known/mcp/server-card.json
- **OpenAPI**: https://trugoods.net/openapi.json