What AI Thinks About ByHeart | Pendium.ai
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ByHeart
ByHeart
Visibility34
Vibe91
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
34/100

Low

Sentiment Score
91/100
AI Perception

Summary

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)
Agent Breakdown

AI Platforms

How often do different AI platforms reference ByHeart?

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Conversation Analysis

Topics

What conversations is ByHeart included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend ByHeart to, and when?

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Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

Inconsistent visibility in 'Breastfeeding Supplementation Support' queries, failing to appear in one major query and ranking as low as #4 in others.

Gap

Lower relative performance on ChatGPT (6.0 average position) compared to the near-perfect rankings on Claude and Gemini.

Gap

Trailing top competitors Bobbie and Kendamil in total share of voice, with 4-5 fewer mentions across the total query set.

Opportunity

Capture the 'Breast milk closeness' market by optimizing technical content around functional supplementation benefits.

Opportunity

Elevate sentiment and ranking for Clinical Healthcare Advocates by increasing visibility in clinical-adjacent parent research platforms.

Opportunity

Leverage the 1.0 rank in AI Overviews to dominate the top of the funnel for new parents researching formula safety.

Technical Health

Site Health for AI Visibility

How well ByHeart's website is optimized for AI agent discovery and comprehension.

87/100
15 passed 4 warnings 1 issues
Audited 2/24/2026
Crawlability100

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG77

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

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Page has no H1 heading

Add a single H1 tag as the main page heading.

Warnings

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4 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

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Meta description may be truncated (256 characters)

Shorten to under 160 characters.

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Few internal links on this page

Add more internal links to related pages on your site.

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Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

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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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of ByHeart

1ByHeart23 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
Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

2026 Formula Guide: Best European Organic Baby Formula

https://organicformulashop.com/blogs/news/2024-buyers-guide-best-european-organic-baby-formula

Referenced in 1 query

Review
Best Organic Baby Formulas 2026: Expert Reviews

https://mommyhood101.com/best-organic-baby-formula#:~:text=Top%205%20Organic%20Baby%20Formulas,Discontinued:%20Plum%20Organics%20Grow%20Well

Referenced in 2 queries

Review
Enfamil® Optimum™ (Enspire) Infant Formula - Powder - 20.5 oz Tub

https://www.enfamil.com/products/enfamil-optimum-infant-formula/powder-tub-20-5-oz-tub/#:~:text=Enfamil%20Optimum%20is%20designed%20to,and%20a%20dual%20HMO%20blend.

Referenced in 1 query

Review
Bobbie vs. Similac comparison - Bumblebaby

https://bumblebabychicago.com/bobbie-vs-similac-comparison/#:~:text=Similac%20Organic%20and%20Similac%20Pure%20Bliss&text=What%20is%20this?-,The%20Takeaways:,with%20constipation%20or%20spit%20up.

Referenced in 1 query

Review
Breastfeeding vs. Formula Feeding | Nemours KidsHealth

https://kidshealth.org/en/parents/breast-bottle-feeding.html#:~:text=Nutrition%20and%20ease%20of%20digestion,be%20duplicated%20in%20a%20factory.

Referenced in 1 query

Review
Formula vs. Breast Milk: Which is Best for Your Baby and Why

https://www.americordblood.com/articles/formula-vs-breast-milk-which-is-best-for-your-baby-and-why#:~:text=Regulated%20by%20the%20FDA%2C%20formulas,absorbed%20by%20a%20baby's%20body.

Referenced in 1 query

Review
The effects of breastfeeding and formula feeding on the metabolic ...

https://pmc.ncbi.nlm.nih.gov/articles/PMC9535349/#:~:text=Human%20milk%20oligosaccharides%20(HMOs)%20are,et%20al.%2C%201994).

Referenced in 1 query

Review
Healthiest Baby Formula Guide (2025) - Gimme the Good Stuff

https://gimmethegoodstuff.org/blogs/guides-and-product-reviews/healthiest-baby-formula-guide-2025#:~:text=1.,Nara%20Organics%20Infant%20Formula

Referenced in 2 queries

Review
Closest to breast milk formula : r/moderatelygranolamoms

https://www.reddit.com/r/moderatelygranolamoms/comments/1hxud1t/closest_to_breast_milk_formula/#:~:text=Wonderful_Currency28,it's%20working%20for%20your%20LO!

Referenced in 1 query

Join Discussion
5 Best Formulas for Babies Transitioning From Breast Milk

https://elsenutrition.com/a/resources/nutrition/best-formulas-for-babies-transitioning-from-breast-milk#:~:text=bariatric%20surgery%20nutrition.-,Our%20Pick:%20Best%20Formulas%20for%20Babies%20Transitioning%20From%20Breast%20Milk,Show%20more

Referenced in 1 query

Review
Best Organic Formulas According To A Pediatric Dietitian (2025)

https://www.thequalityedit.com/articles/organic-formula-pediatric-dietitian#:~:text=We%20like-,We%20don't%20like,Organic%20Infant%20Formula

Referenced in 1 query

Review
Best Organic Baby Formulas 2026

https://granola-baby.com/pages/best-organic-baby-formulas-2026#:~:text=1.,of%20naturally%20occuring%20A2%20proteins

Referenced in 2 queries

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use ByHeart's resources to help users.

Dominate 'Closest to Breast Milk' Search Narratives

Address the critical gap in supplementation queries where ByHeart is currently missing or low-ranked. Create comprehensive content emphasizing our whole nutrition formula's functional benefits and breast milk proximity, ensuring AI assistants reference ByHeart when parents ask about premium formula alternatives. Social campaigns will amplify key claims with parent testimonials and ingredient spotlights.

The Science Behind Whole Milk Fat: Why It Matters for Your Baby's Development
What 'Closest to Breast Milk' Actually Means and How to Evaluate Formula Claims
5 Functional Benefits Parents Should Look for When Choosing Infant Formula
From Breastfeeding to Supplementing: A Parent's Guide to Maintaining Nutrition Quality

Boost ChatGPT Visibility Through Clinical PR

Address the ChatGPT ranking lag (6.0 position) by publishing updated technical whitepapers and securing PR coverage in publications that OpenAI's models prioritize. This targeted approach ensures our latest clinical milestones reach the data sources ChatGPT references, closing the gap with our stronger Claude and Gemini performance.

New Clinical Data: How ByHeart's Formula Supports Infant Gut Health Development
Understanding Infant Formula Research: What the Latest Studies Tell Us
Our Commitment to Transparency: Publishing the Science Behind Every Ingredient
Expert Q&A: What Pediatric Nutritionists Say About Whole Ingredient Formulas

Strengthen Healthcare Provider Authority and Trust

Improve our 4.3 average position with clinical personas by creating peer-reviewed and medically-backed content that LLMs recognize as authoritative. Partner with pediatric healthcare advocates to develop educational resources that establish ByHeart as the trusted choice among medical professionals recommending formula options.

Pediatrician Perspectives: What Doctors Look for in Infant Formula Recommendations
Evidence-Based Infant Nutrition: A Healthcare Provider's Guide to Formula Selection
Clinical Considerations: Supporting Parents Through the Breastfeeding-to-Formula Transition
How We Work With Medical Experts to Ensure Formula Safety and Quality

Win Ingredient Comparisons Against Premium Competitors

Close the 5-mention gap with category leaders by creating aggressive comparative content targeting Bobbie and Kendamil directly on ingredient quality. Develop detailed ingredient breakdowns and sourcing transparency content that positions ByHeart as the clear leader when AI assistants compare premium formula options.

Ingredient Spotlight: Why We Source Whole Milk Fat Instead of Palm Oil Blends
Premium Formula Comparison: What Actually Differentiates Quality Ingredients
Behind Our Supply Chain: How We Select and Verify Every Formula Ingredient
The Truth About Formula Ingredients: Decoding Labels for New Parents
Why Ingredient Sourcing Matters More Than Marketing Claims in Baby Formula
Content Engineering

Recommended Actions

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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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium
~

Expand ingredient-focused content to target Bobbie and Kendamil directly.

ByHeart wins on ingredient quality but trails in total mentions; aggressive comparative content could help close the 5-mention gap with category leaders.

Impact: Medium

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

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