Pendium
ByHeart
ByHeart
Visibility40
Vibe91
Businesses/Consumer Packaged Goods/ByHeart
ByHeart
AI Visibility & Sentiment

ByHeart

ByHeart is an infant formula company that produces whole nutrition infant formula products. The company is currently managing a significant product recall following FDA investigation findings linking their formula to Clostridium botulinum contamination traced to their whole milk powder supply chain.

Active Monitoring
byheart.com
AI Visibility Score
40/100

Moderate

Sentiment Score
91/100
Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
40
adjacent
0
AI Perception

Key Takeaways

How AI platforms collectively perceive and describe ByHeart today.

ByHeart has established a commanding presence in the 'Clean Label' and ingredient-transparency space, consistently securing the #1 position in AI Overviews and Claude. However, the brand faces a critical visibility deficit in high-intent breastfeeding supplementation queries, where competitors like Bobbie and Kendamil currently dominate the conversation. While ByHeart resonates perfectly with high-efficiency professional parents, it must bridge the gap between pure ingredient quality and functional breastfeeding support to capture the full market share.

Value Proposition

Whole nutrition infant formula made with carefully sourced ingredients, designed to provide complete nutrition for babies with a focus on quality and transparency

Overview

ByHeart is an infant formula company that produces whole nutrition infant formula products. The company is currently managing a significant product recall following FDA investigation findings linking their formula to Clostridium botulinum contamination traced to their whole milk powder supply chain.

Mission

To provide parents with transparent, high-quality infant nutrition while maintaining open communication and accountability during challenging times

Products & Services
Whole Nutrition Infant FormulaInfant Formula CansAnywhere Pack Sticks (portable formula)
Current State

Visibility Landscape

A high-level view of how ByHeart performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

30
47
44
38

Core Topics

Product/service category queries

0
0
0
0

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape
Bobbie
11 mentions
Kendamil
11 mentions
Holle
6 mentions
Enfamil
5 mentions
Kendamil Organic
4 mentions
Similac Pro-Advance
4 mentions
Loading visibility matrix...
Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve ByHeart's AI visibility.

Key Findings

Strength

Dominant authority in 'Clean Label & Ingredient Research' queries, achieving #1 ranks across Claude, Gemini, and AI Overviews.

Strength

Flawless brand identity recognition, securing the #1 position across all platforms for the 'Brand Vibe Check' query.

Strength

High resonance with the High-Efficiency Professional Parent persona, maintaining a 100% mention rate and 2.3 average position.

Recommended Actions

1

Optimize content for 'closest to breast milk' functional claims.

ByHeart is currently missing or low-ranked in supplementation queries, allowing competitors to claim the premium functional narrative.

2

Address the ChatGPT ranking lag (6.0) through updated technical whitepapers and PR.

While winning on Claude/Gemini, the lower position on ChatGPT indicates ByHeart's most recent clinical milestones may not be fully integrated into OpenAI's preferred data sources.

3

Strengthen authority with the Clinical Healthcare Advocate persona.

The 4.3 average position for clinical personas suggests a need for more peer-reviewed or medically-backed content that LLMs can ingest.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Breastfeeding Supplementation Support(1 query)

help me find a formula that's closest to breast milk in terms of nutrition, what specific brands should I buy?

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.Enfamil Enspire
2.Mead Johnson
3.Abbott
4.Gerber Good Start GentlePro
5.HiPP Combiotic

+12 more

ClaudeClaude
1.Similac Pro-Advance
2.Enfamil Enspire
3.Gerber Good Start Gentle
4.Bobbie
5.Kendamil

+1 more

GeminiGemini
1.Similac
2.Similac Pro-Advance
3.OptiGRO
4.Similac 360 Total Care
5.Enfamil

+9 more

AI OverviewsAI Overviews
1.Enfamil
Competitive Landscape

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of ByHeart.

1ByHeart13 mentions
2Bobbie11 mentions
3Kendamil11 mentions
4Holle6 mentions
5Enfamil5 mentions
6Kendamil Organic4 mentions
7Similac Pro-Advance4 mentions
8Bobbie Organic Formula4 mentions
9Kabrita3 mentions
10Enfamil NeuroPro3 mentions
11Similac3 mentions
Brand Identity

Brand Voice & Style

How AI perceives ByHeart's communication style and personality

ByHeart communicates with a deeply empathetic, parent-to-parent tone that acknowledges the emotional weight of infant care decisions. Their voice is transparent and accountable, especially during crisis situations, taking full responsibility while providing clear, actionable information. The brand balances warmth and care with professionalism, using phrases like 'As parents ourselves' to establish connection and trust with their audience.

Core Tone Traits

Empathetic & Parent-Centered

Speaks directly to parents with understanding of their concerns and emotional investment in their baby's health

Transparent & Accountable

Provides detailed timelines, clear facts, and takes responsibility without deflection during difficult situations

Supportive & Reassuring

Offers help, resources, and direct contact options to ensure parents feel supported

Professional yet Warm

Maintains credibility and expertise while using accessible, caring language

Backing

Investors

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 24, 2026.

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