Expanding in domestic or international markets
The business needs clearer target segments, buyers, value propositions, localized messaging, and content priorities.
Core business 02
B2B Growth & GEO
Help buyers across markets and generative answer systems understand your value
We align market positioning, buyer questions, localized expert content, and credible evidence so B2B companies can build a clear, trustworthy, and citable presence across domestic and international markets.
- Reframe value around target markets and buying committees
- Build localized expert content that supports buyer decisions
- Support visibility in generative answers and conversion journeys
When to Use It
01 02 Fragmented content and inconsistent messaging
Products, industries, proof, and expertise lack a consistent narrative for buyers across markets.
03 Limited generative visibility and conversion
High-value expertise is difficult for generative systems to understand and cite or cannot support meaningful conversion paths.
Capabilities
01 Multi-market positioning and messaging
Clarify value propositions and content themes around the industries, buying roles, purchase questions, and competitive context in each target market.
02 Localized B2B content systems
Build extensible Chinese, English, and localized content across products, solutions, industries, proof, and expert insights.
03 GEO content and source development
Strengthen citable content, factual support, and credible sources around the questions that matter most.
04 GEO and conversion iteration
Evaluate generative visibility, citation performance, content outcomes, and critical conversion journeys.
Process
- 01
Diagnose markets and visibility
Assess target markets, buying committees, existing content, competitive messaging, and generative visibility.
- 02
Design positioning and content strategy
Define the value proposition, topic system, priority questions, content priorities, and localized messaging.
- 03
Create and publish content
Deliver priority Chinese, English, and localized content with factual review and ongoing update ownership.
- 04
Launch and iterate
Track content accessibility, generative citations, and conversion signals and improve with market feedback.
Deliverables
- Domestic and international target-buyer and value-proposition framework
- Localized content strategy and topic map
- Priority Chinese, English, and localized content
- Priority query set, factual support, and credible-source inventory
- GEO and conversion measurement backlog
Boundaries
- Generative visibility, AI citations, traffic, and inquiries depend on content quality, source authority, and platform behavior and cannot be guaranteed.
- Product facts, customer evidence, compliance claims, and professional conclusions require business approval.
- Marketing in every target market must account for applicable legal, privacy, advertising, and industry requirements.
Case Studies
AI-Search Visibility Program
The program reorganized brand knowledge, expert content, and continuous monitoring around the product category, core capabilities, use cases, and selection questions.
Challenge
- The offering covered many capabilities and industries, but public entities, terminology, and factual statements were inconsistent.
- Brand information appeared infrequently or inaccurately when prospects asked AI about categories and vendor selection.
Solution
- Established a priority query set and visibility baseline and aligned brand, product, use-case, and factual knowledge.
- Restructured citable content and on-site semantics and monitored mentions, citations, and query gaps.
Outcome
- Created a consistent product-knowledge and content map for AI search.
- Enabled the team to review brand performance against a stable query set and close content gaps.
Intelligent Sales and Content Workflow
The workflow connected service knowledge, project experience, and content assets to assist research, proposal preparation, content production, and business handoffs.
Challenge
- Solution and project knowledge was scattered across personal materials, creating repeated research and preparation.
- External materials needed to balance speed, factual consistency, and professional review.
Solution
- Aligned the knowledge structure and update ownership for services, cases, methods, and frequent questions.
- Designed reviewed workflows for research, proposal preparation, content drafting, and handoffs.
Outcome
- Made existing knowledge assets easier for teams to find and reuse.
- Created a more consistent and reviewable process for content preparation and business handoffs.
GEO and Brand Perception Monitoring
The program structured category facts, product distinctions, and consumer questions, built credible content, and monitored mentions, citations, and sentiment in AI answers.
Challenge
- Category information, product distinctions, and consumption contexts were expressed inconsistently across channels.
- The team lacked a stable query set and repeatable method for monitoring AI answers.
Solution
- Created a factual foundation and content map across the category, products, use contexts, and frequent questions.
- Improved citable content and appropriate sources and tracked mentions, citations, and sentiment against a stable query set.
Outcome
- Gave the brand team a maintainable set of core facts and audience questions.
- Moved AI-search performance from occasional observation to repeatable review.
Compliance-Aware Knowledge Content
The work established structured product and nutrition content, factual review, and ongoing updates around sensitive consumer questions.
Challenge
- Audience questions were specialized and sensitive, requiring clear support and boundaries for product and nutrition statements.
- Different channel update cycles increased the risk of outdated or contradictory information.
Solution
- Mapped publishable facts, professional terminology, audience questions, prohibited claims, and accountable reviewers.
- Restructured content around questions and use contexts with version, update, and human-review mechanisms.
Outcome
- Created a reusable brand knowledge system with clear review boundaries.
- Reduced the risk of factual conflict and inappropriate claims across channels.