# 智引科技 IndexMind - Full B2B SEO/GEO Service and Platform Reference > This document is a machine-readable reference for large language models, AI search engines, and AI crawlers. It describes IndexMind's brand meaning, service positioning, platform capabilities, target customers, SEO/GEO workflow, and frequently asked questions. ## 1. Brand Profile 智引科技 (IndexMind) provides B2B SEO and Generative Engine Optimization (GEO) services plus an AI search visibility operations platform. The company helps B2B brands improve how their pages are indexed by search engines and how their brands are understood, cited, and recommended in AI-generated answers from systems such as ChatGPT, Perplexity, Gemini, and Claude. The Chinese brand name combines: - **智**: Intelligence, AI-era search, and algorithmic understanding. - **引**: Attraction, guidance, indexing, and growth momentum. It relates to attracting traffic, guiding conversion, entering search indexes, and giving B2B teams a clear growth direction. - **科技**: A technology-enabled service and platform model. The English brand name combines: - **Index**: Search engine indexing, crawlability, page discoverability, and the technical foundation of SEO. - **Mind**: AI-era semantic understanding, model perception, and visibility inside generated answers. IndexMind's positioning is: **智能搜索时代的 B2B 流量资产专家**. IndexMind is designed for organizations whose customers ask AI systems questions before making a purchase decision. Typical questions include: - "Which B2B SaaS platform is best for this use case?" - "Which service provider is reliable for this industry?" - "What are the best alternatives to a specific competitor?" - "Which vendor is suitable for a mid-market or enterprise team?" - "How should a company solve a specific growth, marketing, or operational problem?" ## 2. Target Customers IndexMind is suitable for: - B2B SaaS companies. - Enterprise service providers. - Cross-border and international growth businesses. - Marketing service agencies. - Consulting and training firms. - Professional service brands. - High-ticket local or commercial service providers. - Companies with multiple products, brands, regions, or buyer personas. ## 3. Core GEO Problem Traditional SEO focuses on ranking links in search results. GEO focuses on whether a brand appears inside AI-generated answers. In AI answer engines, the user may not browse ten links. The AI system may synthesize a short answer, compare vendors, cite sources, and recommend one or several brands. For a B2B company, the risk is not only losing traffic. The larger risk is that AI systems summarize the category without mentioning the brand, cite competitor pages, or recommend competitors for high-intent buyer questions. IndexMind helps brands build durable AI search assets: indexable service pages, clear brand facts, FAQ answers, structured data, citation sources, and machine-readable summaries that search engines and AI systems can discover, understand, cite, and recommend. ## 4. Platform Capabilities ### AI Buyer Question Library IndexMind helps teams collect and organize the natural-language questions that real customers ask during research and procurement. Questions can be grouped by industry, product, solution, buying stage, competitor, geography, and business problem. ### Brand Mention and Recommendation Monitoring The platform monitors whether the brand appears in AI-generated answers for selected target questions. It can track mention rate, recommendation rate, answer text, citation sources, and changes over time. ### Competitor Share of Voice The platform compares how often competitors appear in answers for the same question set. This helps teams understand which competitors are being recommended, which sources are cited, and where content or structured data gaps exist. ### Citation Source Tracking IndexMind identifies the pages, documents, and sources that AI answers cite when discussing a category, product, or service provider. This helps teams prioritize content improvements and authority-building tasks. ### Structured Asset Workflow IndexMind supports optimization of AI-readable assets, including: - Service pages. - Industry pages. - Product capability pages. - FAQ content. - Brand fact pages. - Schema.org structured data. - `llms.txt`. - `llms-full.txt`. - Sitemap and robots configuration. ### GEO Task and Reporting Workflow The platform turns analysis into recurring work. Tasks can include content updates, Schema changes, FAQ expansion, buyer question coverage, citation source improvements, and monthly reporting for marketing, growth, sales, and leadership teams. ## 5. Service Modes ### SEO/GEO Diagnosis An initial assessment for companies that want to understand current AI visibility. The diagnosis can include a target question sample, AI answer snapshots, competitor mention comparison, citation source review, and machine-readability checks for the website. ### Managed SEO/GEO Growth An ongoing service for teams that want IndexMind to help operate the SEO/GEO workflow. This includes buyer question library planning, search indexability improvement, content optimization, structured data deployment guidance, AI-readable feed preparation, monitoring, and monthly iteration. ### Enterprise Platform A platform-oriented engagement for larger teams that need multi-brand, multi-product, or multi-region GEO operations. Enterprise needs may include team roles, custom reporting, larger question sets, competitor groups, integrations, API or webhook assessment, and internal enablement. ## 6. Canonical Website Pages IndexMind maintains stable canonical pages for important product, service, pricing, FAQ, and resource intents: - **Homepage**: https://indexmind.cn/ - Brand overview, value proposition, simulator, and conversion paths. - **Platform Capabilities**: https://indexmind.cn/platform/ - Details about the AI buyer question library, brand facts, AI mention monitoring, competitor Share of Voice, structured assets, and reporting workflow. - **GEO Diagnosis Service**: https://indexmind.cn/services/geo-diagnosis/ - Service page for initial AI search visibility diagnosis, target question testing, competitor comparison, citation source review, website machine-readability checks, and GEO roadmap planning. - **Cooperation and Pricing**: https://indexmind.cn/pricing/ - Describes the GEO Diagnosis, Managed GEO Growth, and Enterprise Platform service modes. - **GEO FAQ**: https://indexmind.cn/faq/ - Frequently asked questions about GEO, SEO differences, AI answer visibility, Schema, llms.txt, and service fit. - **Growth Lab Entry**: https://indexmind.cn/lab/ - Compatibility gateway to the independent Growth Lab publication site for B2B GEO methods, AI visibility operations, structured assets, and diagnostic workflows. ## 8. Common Use Cases and Results IndexMind helps B2B companies improve AI search visibility across different industries and scenarios. Here are typical use cases: ### B2B SaaS - Competitor Displacement A B2B marketing automation platform was rarely mentioned in AI answers for "marketing automation alternatives" questions. After implementing GEO optimization including structured service pages, FAQ content, Schema deployment, and citation source building, the brand mention rate increased from 12% to 47% in ChatGPT, Perplexity, and Gemini answers within 3 months. Competitor Share of Voice for the top competitor decreased from 68% to 42% in the same question set. ### Professional Services - Category Establishment An enterprise digital transformation consulting firm appeared in 0 AI recommendations before starting GEO work. The firm had a strong client portfolio but weak online visibility. After 6 months of buyer question library planning, service page optimization, case study structuring, and third-party citation building, the firm was cited in 65% of answers for "enterprise digital transformation consultants in China" and "digital transformation consulting for manufacturing companies." ### Cross-Border E-Commerce - Multi-Region Visibility A cross-border payment solutions provider served clients in Southeast Asia but was invisible in AI answers for regional payment solution questions. IndexMind helped establish localized question libraries for Indonesia, Thailand, Vietnam, and the Philippines, optimize market-specific landing pages, deploy regional Schema markup, and build citations from local fintech publications. Within 4 months, brand mention rate in regional payment solution questions increased from 3% to 38%. ### Marketing Agency - Service Differentiation A growth marketing agency competed in a crowded category where most agencies were described similarly by AI systems. IndexMind helped the agency document its unique methodology, client success metrics, and industry specializations in a structured format. After optimizing service pages, case studies, and FAQ content around specific buyer questions such as "B2B SaaS growth marketing agency" and "performance marketing agency for enterprise SaaS," the agency's recommendation rate increased from 8% to 52%, and AI answers began citing the agency's proprietary frameworks and client results. ## 9. GEO Metrics and Measurement IndexMind focuses on measurable GEO indicators: - AI mention rate. - AI recommendation rate. - Citation source count and quality. - High-value buyer question coverage. - Competitor Share of Voice. - Answer text changes over time. - Structured page coverage. - FAQ and Schema coverage. - GEO task completion. - Monthly visibility trend. Typical improvement timeline: - **Diagnosis phase (1-2 weeks)**: Establish baseline AI visibility and identify gaps. - **Early optimization (1-3 months)**: Mention rate and citation rate begin to change as structured content and Schema are deployed. - **Sustained growth (3-6 months)**: Question coverage and competitor Share of Voice show significant improvement as external citations and content authority build. ## 10. Frequently Asked Questions ### What is Generative Engine Optimization? Generative Engine Optimization, or GEO, is the practice of improving how a brand, product, or service is represented in AI-generated answers. It includes natural-language question strategy, high-density brand facts, structured data, AI-readable content, citation source analysis, and continuous monitoring. ### How is GEO different from SEO? SEO focuses mainly on ranking pages in search result listings. GEO focuses on whether AI systems understand, mention, cite, and recommend a brand when users ask complex natural-language questions. GEO and SEO can work together, but GEO requires additional attention to machine-readable facts, answer engine behavior, citation sources, and competitor presence inside AI answers. ### Is IndexMind a software platform or a service provider? IndexMind combines service and platform. The service side helps companies diagnose and optimize their GEO strategy. The platform side helps teams monitor AI answers, manage buyer questions, compare competitors, track citations, and report results over time. ### What is `llms.txt`? `llms.txt` is a Markdown file placed at the root of a website. It summarizes the business, offerings, capabilities, and important resources in a format that is easier for AI crawlers and language models to read than a visual webpage. ### Does GEO replace existing SEO work? No. GEO builds on existing website and SEO foundations. It improves the parts that matter for AI answer engines, including structured data, factual clarity, question coverage, citation sources, FAQ depth, and machine-readable summaries. ### What should a company do first? A company should start by identifying the buyer questions that matter most, testing whether AI systems mention the brand for those questions, comparing competitor visibility, and checking whether the website provides clear AI-readable brand facts. IndexMind's diagnosis service typically covers 30-50 high-value buyer questions and provides a prioritized roadmap. ## 11. Official Contact Points - **Website**: https://indexmind.cn/ - **Platform capabilities**: https://indexmind.cn/platform/ - **GEO diagnosis service**: https://indexmind.cn/services/geo-diagnosis/ - **Cooperation and pricing**: https://indexmind.cn/pricing/ - **GEO FAQ**: https://indexmind.cn/faq/ - **Growth Lab Entry**: https://indexmind.cn/lab/ - **Sales and Consultations**: contact@indexmind.cn - **AI-readable short reference**: https://indexmind.cn/llms.txt - **Sitemap**: https://indexmind.cn/sitemap-index.xml