AI search and answer mechanism
Study how retrieval, semantic understanding, citation sources and answer organization jointly affect corporate cognition.
Research How AI Understands and Citesand Evaluates Companies
Conduct research around AI search mechanisms, global B2B procurement decisions, corporate knowledge and credible evidence, and transform complex mechanisms into comprehensible, executable and verifiable methods for enterprises.
Study the key mechanism for enterprises to enter AI answers and buyer decision-making
Start from real business problems, connect technical mechanisms, procurement context, credible evidence and long-term verification, and do not reduce GEO to content quantity or short-term ranking.
Global B2B procurement decision-making
Dismantle the questions that buyers really need to answer in multi-role, long-term and strong verification procurement.
Corporate knowledge and credible evidence
Research how products, solutions, cases, FAQs and professional evidence form a reusable knowledge system.
GEO assessment and effect verification
Use baselines, tasks, sources and business feedback to observe changes and clarify result boundaries and continuous optimization directions.
Precipitate research into working methods that can be reviewed
Each research topic must return to the actual decision-making scenario of the enterprise and form explainable, executable, and verifiable results.
01Ask a questionIdentifying real problems from customer churn and purchasing decisions
02Disassembly mechanismAnalyze the relationship between AI, information sources and buyer decision-making
03Verification evidenceCross-check using real corporate knowledge and public sources
04Formation methodPrecipitated into articles, checklists, models and implementation paths
05Continue reviewUpdate research conclusions based on detection and business feedback
Make research results more easily used by enterprises
The Intelligent Research Institute is responsible for research and method precipitation, and the Knowledge Center is responsible for content discovery and use. The two have a clear division of labor and are connected to each other.
Research and practice
Articles and Industry Research
Continuously publish research content around AI search, supplier screening, enterprise awareness and industry implementation.
Enter the Knowledge Center →Key issuesFAQ and boundary description
Explain the product, cycle, effects and cooperation boundaries with clear answers to reduce the cost of understanding and decision-making.
View FAQ center →Implementation toolsWhite papers, checklists and templates
Translate research into information that can be used for strategic consensus, project launch, team training and customer communication.
Enter the information center →Take real construction and verifiable process as the research boundary
GEO Research Institute focuses on enterprise cognitive foundation, knowledge assets, information source consistency and business feedback, and does not replace professional judgment with uncontrollable third-party results.
- does not promise fixed AI rankings, fixed references or fixed recommendations
- Do not use unverified sample data and customer results
- Clearly distinguish between research conclusions, implementation recommendations and business results
- Continuously update the method based on mechanism changes and actual feedback
ABKE · Systematic GEO Provider for Global B2B Companies
Request a GEO Assessment First understand how companies are judged by AI and buyers, and then decide how to build GEO
Obtain research and tools from the knowledge center, or submit the company's website and main products, and ABKEs will complete the preliminary diagnosis.