What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

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Daily Harvest

Visibility46

Vibe90

Businesses/Food & Beverage/Daily Harvest

AI Visibility & Sentiment

Daily Harvest

Daily Harvest delivers organic, frozen smoothies, bowls, and plant-based meals directly to customers' doors. Their products are pre-prepped and ready in minutes, making healthy eating convenient for busy lifestyles while locking in peak nutrients through freezing.

Active Monitoring

dailyharvest.com

Food & Beverage Food Meal Kits

AI Visibility Score

46/100

Moderate

Sentiment Score

90/100

Score by Priority

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Daily Harvest today.

Daily Harvest has secured a commanding lead in specialized clinical nutrition and detox planning, yet it faces a startling visibility crisis in the 'zero prep' breakfast category it helped define. While platforms like Claude and Gemini rank the brand #1 for GLP-1 support and plant-based detoxes, it remains entirely invisible in broader high-protein, zero-effort breakfast searches.

Working in your favor

Dominant authority in specialized nutrition queries, particularly for GLP-1 medication support where it holds top-tier rankings on Claude (#1) and AI Overviews (#3).

High performance in functional product searches, specifically 'high protein oat bowls' and 'smoothies' where it consistently ranks in the top 3 on Gemini and Claude.

Strong brand recognition in 'vibe check' queries, securing the #1 spot across all tested platforms.

Gaps to close

Complete absence from 'zero prep time' high-protein breakfast queries, a critical failure for a brand centered on convenience.

Underperformance with the 'High-Efficiency Suburban Parent' persona, achieving only a 35% mention rate compared to 65% for Tech Executives.

Poor ranking depth on ChatGPT, where an average position of 11.0 indicates the brand is mentioned but relegated to the bottom of the list.

Opportunities

Capture the burgeoning GLP-1 market by expanding content that bridges plant-based convenience with clinical weight management needs.

Aggressively target the 'zero prep' semantic space through technical SEO and structured data to fix the visibility gap in convenience-led queries.

Leverage the high mention rate in Gemini (65%) to pivot from 'mixed' to 'positive' sentiment by addressing common tech-executive critiques in public-facing reviews and data.

Highest-Impact Actions

Optimize for 'Zero Prep' and 'No Effort' semantic clusters.

The data shows zero visibility for these keywords despite them being core to the Daily Harvest value proposition; AI models are failing to associate the brand with the convenience category.

Solidify the GLP-1 and 'Clinical Nutrition' authority.

Daily Harvest is already winning this niche (Claude #1). Deepening this content will build a defensive moat against competitors like Sakara Life.

Address sentiment issues within the 'Performance-Optimizing Tech Executive' persona.

This is the brand's most-reached persona (65% mention rate), but 'mixed' sentiment suggests that critical reviews or product controversies are influencing AI summaries.

Value Proposition

Organic, frozen fruits and vegetables delivered to your door, pre-prepped and ready in minutes—making daily healthy eating effortless with no subscription required.

Overview

Mission

Make fruits and veggies a daily habit by removing the effort from healthy eating so you can focus on everything else.

Products & Services

High Protein SmoothiesClassic SmoothiesHigh Protein Oat BowlsFunctional ElixirsNutrition Support Boxes

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about Daily Harvest? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	82	45	92	53
“i need high protein breakfast ideas that take zero prep time, what specific brands or products should i buy”	—	No	#5	No
“what are the most trusted plant based meal delivery services right now, looking for organic options”	#6	No	#2	No
“what are some good high protein oat bowls i can just heat and eat at my desk, help me find some brands”	—	#1	#2	#2
“help me find some high protein smoothies that aren't just chalky powder, looking for real food options”	—	No	#2	#6
Growth Areas3q Adjacent, aspirational & visionary	70	74	91	69
“i'm on a glp-1 medication and need easy meal ideas that are nutrient dense but not too heavy, any brand recommendations”	#10	#1	#4	#3
“how can i get my kids to eat more greens in the morning without a struggle, what specific frozen products should i buy”	#11	No	#2	No
“plan a 5 day plant based detox for me and tell me exactly what products or nutrition support boxes to buy to make it easy”	—	#1	#3	#2

“What do you know about Daily Harvest? What do they do and what's their reputation?”

“i need high protein breakfast ideas that take zero prep time, what specific brands or products should i buy”

—

“what are the most trusted plant based meal delivery services right now, looking for organic options”

“what are some good high protein oat bowls i can just heat and eat at my desk, help me find some brands”

—

“help me find some high protein smoothies that aren't just chalky powder, looking for real food options”

—

“i'm on a glp-1 medication and need easy meal ideas that are nutrient dense but not too heavy, any brand recommendations”

#10

“how can i get my kids to eat more greens in the morning without a struggle, what specific frozen products should i buy”

#11

“plan a 5 day plant based detox for me and tell me exactly what products or nutrition support boxes to buy to make it easy”

—

Competitive Landscape

Daily Harvest

36 mentions

Whole Foods

19 mentions

Factor

11 mentions

Sakara Life

11 mentions

Thrive Market

11 mentions

Splendid Spoon

10 mentions

Ozempic

10 mentions

Vitamix

10 mentions

Good Culture

9 mentions

RXBAR

9 mentions

Orgain

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant authority in specialized nutrition queries, particularly for GLP-1 medication support where it holds top-tier rankings on Claude (#1) and AI Overviews (#3).

Strength

High performance in functional product searches, specifically 'high protein oat bowls' and 'smoothies' where it consistently ranks in the top 3 on Gemini and Claude.

Strength

Strong brand recognition in 'vibe check' queries, securing the #1 spot across all tested platforms.

Recommended Actions

Optimize for 'Zero Prep' and 'No Effort' semantic clusters.

The data shows zero visibility for these keywords despite them being core to the Daily Harvest value proposition; AI models are failing to associate the brand with the convenience category.

Solidify the GLP-1 and 'Clinical Nutrition' authority.

Daily Harvest is already winning this niche (Claude #1). Deepening this content will build a defensive moat against competitors like Sakara Life.

Address sentiment issues within the 'Performance-Optimizing Tech Executive' persona.

This is the brand's most-reached persona (65% mention rate), but 'mixed' sentiment suggests that critical reviews or product controversies are influencing AI summaries.

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.

ChatGPT

Claude

Gemini

AI Overviews

High Protein Fuel For Busy Professionals(3 queries)

“i need high protein breakfast ideas that take zero prep time, what specific brands or products should i buy”

0/3 platforms mentioned

Core

Claude

1.Fairlife Core Power

2.Premier Protein

3.Muscle Milk

4.Fage Total

5.Siggi's

+8 more

Gemini

1.Fairlife Core Power Elite

2.Premier Protein Shakes

3.Slate Milk

4.Oikos Pro

5.Chobani Complete

+13 more

AI Overviews

1.BarBend

“what are some good high protein oat bowls i can just heat and eat at my desk, help me find some brands”

3/3 platforms mentioned

Core

The Performance-Optimizing Tech Executive · VP of Engineering

Claude

1.Sakara Life

2.Daily Harvest

3.Simple Mills Oatmeal Cups

4.Whole Foods

5.Oatly

+1 more

Gemini

1.Oats Overnight

2.Daily Harvest

3.Proper Good

4.Whole Foods

5.Mush

+2 more

AI Overviews

1.Kodiak Cakes

2.Daily Harvest

3.Thrive Market

4.Cooklist

5.BariatricPal

“help me find some high protein smoothies that aren't just chalky powder, looking for real food options”

2/3 platforms mentioned

Core

The Performance-Optimizing Tech Executive · VP of Engineering

Claude

1.Iconic Protein

2.Orgain Organic Protein Shakes

3.Pressed Juicery

4.Justin's

5.RX

Gemini

1.Vitamix

2.Daily Harvest

3.Sakara Life

4.SmoothieBox

5.NutriBullet Go

+1 more

AI Overviews

1.EatingWell

2.The Kitchn

3.Lifeway

4.Designer Wellness Protein Smoothie

5.Target.com

6.Daily Harvest Dark Chocolate Protein Smoothie

+1 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

lundsandbyerlys.com

Daily Harvest

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Food & Beverage

Start gettingrecommended by AI.

Frequently asked questions

Daily Harvest

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Food & Beverage

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.