How Health & Happiness is Mastering GEO and LLM Visibility with Meikai

Multinational health and nutrition group Health & Happiness (H&H) is restructuring its brand content strategy across Europe to target large language models, mintd.fr reported this week. Facing rising consumer reliance on AI-driven search, the company is deploying analytics tools to protect its market share in infant nutrition and pet food.

Digital Marketing Must Align with Internal Research Data

  • Evidence-Based Outreach: Aligning digital marketing directly with internal research and development data to maintain clinical credibility.

Tracking AI Search Discovers Unanticipated Channels

Historically reliant on traditional search engines for customer acquisition, H&H manages European brands including infant nutrition labels Biostime and Good Goût, pet food provider Zesty Paws, and Italian supplement brand Swisse. Céline Debydeal, director of brand strategies and media for H&H in Europe, noted that while traditional search traffic remains steady—even following the summer rollout of AI Overviews—the company initiated a comprehensive GEO analysis alongside Omnicom to prepare for changing acquisition models.

To move away from manual prompt validation in spreadsheets—which risks introducing internal biases—H&H partnered with the French analytics platform Meikai. The platform utilizes a panel of over two million users, including 70,000 in France, to monitor real-time prompts and map user personas. This direct data access revealed unexpected touchpoints. An online pharmacy producing educational content emerged as a primary contributor in model responses, prompting internal collaborations with H&H’s pharmaceutical sales division.

Strategic Channel Target Market / Brand Primary AI Search Objective
Infant Nutrition Biostime, Good Goût (France) Capture search visibility during the third trimester of pregnancy
Dietary Supplements Swisse (Italy) Monitor brand mention rates and consumer intent attributes
Pet Nutrition Zesty Paws (United Kingdom) Analyze e-commerce ecosystems and pure-play retail visibility

Refining R&D Messaging for Nutritional Transparency

The analysis extends across H&H’s e-commerce footprint, examining direct-to-consumer platforms, Amazon listings, and pure players like Zooplus in the United Kingdom. By evaluating mention rates, share of voice, and product attributes across various large language models, the company is standardizing how its product pages are crawled and represented during consumer advisory searches.

Data gathered through Meikai highlighted specific knowledge gaps among consumers. For Biostime, a leading brand for organic cow’s milk in pharmacies, platform conversations revealed high user curiosity regarding goat’s milk—a category where the brand also maintains a strong presence. Debydeal explained that this trend reflects an online information deficit rather than a broader market shift. In response, H&H is expanding its educational content on the topic, using internal scientific expertise to address consumer queries directly.

Evaluating Future Activation Channels

Although Meikai integrates ad tracking and planning tools for ChatGPT Ads—which target prompt conversations rather than traditional keywords or demographic audiences—H&H has not yet deployed generative advertising. The immediate corporate priority remains optimizing organic content to ensure brand messaging aligns with verified consumer inquiries. Cross-functional teams spanning marketing, legal, e-commerce, and public relations now share daily insights to refine influencer briefings and brand content strategies.

References

  • Mintd.fr: Industry coverage on H&H brand content adaptation for AI search engines.
  • Omnicom Group: Digital acquisition and GEO market analysis frameworks.
  • Meikai Platform Data: User panel metrics and real-time prompt monitoring architecture.
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Priya Deshmukh - Senior Editor, Health

Priya Deshmukh Senior Editor, Health Deshmukh is a practicing physician and renowned medical journalist, honored for her investigative reporting on public health. She is dedicated to delivering accurate, evidence-based coverage on health, wellness, and medical innovations.

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