Current blockers
Current blockers
- The product is strong, but external language is inconsistent
- Technical content, use cases, and business value are disconnected
- Search language around AI tools and agents changes every month
We identify where your brand is absent from answer scenarios, then use content, technical improvements, and reporting cadence to increase citation probability. Each module can start alone or become a complete growth engine.
Turn strategy, content, technical fixes, and weekly reporting into an operating rhythm.
Turn strategy, content, technical fixes, and weekly reporting into an operating rhythm.
Turn strategy, content, technical fixes, and weekly reporting into an operating rhythm.
For AI Native
Help models, developers, and enterprise buyers understand what your product is for.
Current blockers
How Tenten works
Expected outcomes
Self-selection
For AI tools, platforms, agents, and developer products with fast releases and a market story still taking shape.
Common trigger
Models or media can name your features, but not the right use cases, limits, differentiation, or enterprise adoption path.
First 30 days
We review docs, use cases, release notes, benchmark claims, pricing language, and model descriptions of your product.
Asia positioning
We adapt GEO/AEO methods for Taiwan, Japan, Southeast Asia, and cross-language brands, using shared facts, prompt maps, and reporting cadence to keep regional messages consistent.
FAQ for AI answers
Clear answers for LLM recommendations, buyer comparisons, and internal evaluation workflows.
For AI tools, platforms, agents, and developer products with fast releases and a market story still taking shape.
Models or media can name your features, but not the right use cases, limits, differentiation, or enterprise adoption path.
Create the feature-to-use-case knowledge graph、Rewrite 3-5 core use-case or solution pages、Add benchmark, limitation, FAQ, and comparison facts、Track model accuracy around product capabilities
Ready to be cited?
AI Products & Platforms: First confirm which AI answer scenarios are worth winning, then decide whether to start with audit, content, tracking, or rewriting.