Introduction
In recent times, the ways in which consumers interact with brands and products have drastically changed with the emergence of AI technologies. On August 5, 2026, Helpfeel, a company based in Kyoto, Japan, hosted a workshop titled
"The Dynamics of Corporate Competition Transformed by A2A (Agent to Agent) Adoption". The event aimed to shed light on how AI has started reshaping the way businesses understand their customers.
The Transformation of Customer Understanding
Traditionally, companies focused on demographic attributes to understand their customers, identifying them by factors such as age, gender, or location. With the advent of the internet and social media, the understanding of customers evolved further towards personal preferences and behaviors. However, the rise of generative AI represents yet another significant shift. Companies are now expected to understand customers not as specific individuals but by their inquiries—essentially, what information they need at any given moment.
This transition stems from the growing complexity of consumer choices. As the amount of available information increases, consumers find it challenging to sift through options to make informed decisions. Generative AI addresses this issue by allowing consumers to delegate the task of information gathering to an AI assistant, thereby redefining the customer-company interaction.
Shifting Focus in Corporate Competition
Helpfeel's workshop highlighted a crucial change in corporate competition dynamics—while previously firms prioritized attracting consumer attention via traditional marketing strategies, the current landscape demands they provide clear and precise answers to customer inquiries. Companies can no longer rely solely on advertising; instead, they must ensure that they offer comprehensive, accessible information that AI can readily interpret.
Evidence of this shift is already emerging. A study by Helpfeel, which analyzed over 137 consumer help sites, found that organic search traffic through traditional channels has decreased by 15% year-over-year, while traffic from generative AI inquiries surged by 320%. This indicates that AI is quickly becoming the primary source of information for consumers, further emphasizing the need for businesses to adapt.
From Humans to AI: The New Decision-Makers
The concept of A2A signifies a future where both consumer AI agents and corporate AI agents autonomously engage in transactions. In this arrangement, consumers will relay their needs to an AI agent, which will handle everything from information gathering to purchasing. This evolution will likely transform the purchase experience from an active search to an interaction where intent is communicated, and the AI takes action on behalf of the consumer.
The rise of
"agentic commerce"—a sector focusing on AI-driven interactions—has sparked interest in Silicon Valley. This growing field is expected to initiate new service offerings, such as AI search optimization and frameworks that facilitate AI-driven transactions, adding layers of complexity to the consumer experience.
Adapting to the A2A Era
As companies transition into this new A2A environment, they must take specific actions to ensure they remain competitive:
1.
Comprehensive Information: Corporations need to cover all necessary aspects of their products and services, from detailed descriptions to answers for common consumer uncertainties. This comprehensive information must cater to both human and AI inquiries.
2.
Structuring for AI Understanding: Companies should organize and structure their information so that AI algorithms can accurately extract and utilize it. This involves not only the initial setup but also continuous monitoring of how AI interprets this data, ensuring it remains relevant and complete over time.
Ultimately, building an adaptable knowledge infrastructure will be critical, as it forms the backbone on which brands can be chosen through AI interfaces.
The Role of Helpfeel in the AI Landscape
To help organizations in their AI integration journey, Helpfeel offers an
AI Knowledge Data Platform, which optimally organizes internal knowledge assets to make them accessible for AI applications. This platform not only aids in immediate customer service scenarios but also enhances long-term strategic decision-making across various sectors, including finance and retail.
By focusing on refining the knowledge data quality—comprising help sites, manuals, and interaction logs—Helpfeel is at the forefront of ensuring businesses can harness AI effectively, thereby enhancing competitiveness in an increasingly AI-driven marketplace. Currently, Helpfeel's technologies are implemented in over 900 enterprise-level companies across Japan, showcasing their importance in the drive toward AI readiness.
For further insights into AI-driven transformational strategies within businesses, please refer to the detailed event report
here.
Conclusion
As the landscape of corporate competition continues to evolve with the AI revolution, the insights gained from Helpfeel's workshop underlined the necessity for businesses to adapt. The shift towards focusing on precise answers in response to customer inquiries, both human and AI-driven, will dictate the future of market success. Companies looking to remain relevant must leverage AI to optimize their knowledge bases and facilitate smoother interactions between consumers and their products or services.