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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Blue Apron

Visibility38

Vibe91

Businesses/Food & Beverage/Blue Apron

AI Visibility & Sentiment

Blue Apron

Blue Apron is a meal kit delivery service that provides pre-portioned ingredients and chef-designed recipes directly to customers' homes. With over 530 million meal kits shipped, they've recently evolved to offer more convenient options including no-subscription meal ordering with 100+ meal choices.

Active Monitoring

blueapron.com

Food & Beverage Food Meal Kits

AI Visibility Score

38/100

Low

Sentiment Score

91/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Blue Apron today.

Blue Apron is suffering from a legacy-brand paradox where it is recognized for trust but increasingly ignored for convenience, ceding the high-growth ready-to-heat and rapid-prep categories to competitors like Factor and Sunbasket. While Google’s AI Overviews offer a foothold with a 65% mention rate, the brand’s total invisibility on Claude suggests a critical failure to reach the high-value Health-Conscious Career Climber segment.

Working in your favor

Strong performance in trust-based evaluation queries, ranking as high as #3 on Gemini and ChatGPT for 'most trusted meal kit companies'.

Resilience in Google AI Overviews, where the brand maintains a 65% mention rate and secures top-3 placements for one-pan and easy prep meal queries.

High brand recognition during 'vibe checks', indicating that the AI models possess a foundational understanding of the brand's core identity even if they don't recommend it for specific needs.

Gaps to close

Complete invisibility on Claude across all 20 non-brand queries, representing a total loss of visibility on a major LLM platform.

Failure to capture the 'Fast Prep and Low-Cleanup' market, frequently appearing as 'NOT MENTIONED' in searches for healthy ready-to-heat services.

Weak performance with the 'Health-Conscious Career Climber' persona, largely due to poor ranking for speed-centric and high-efficiency meal solutions.

Opportunities

Dominate the 'Skill-Seeking Culinary Novice' persona by emphasizing the educational and streamlined nature of their fresh meal kits, where they already show a 40% mention rate.

Pivot content strategy to capture 'ready-to-heat' intent to reclaim market share from Factor, which currently leads the category with 58 mentions.

Leverage existing trust rankings to cross-sell 'low-commitment gifting' for personas like new parents, a segment where the brand is currently underperforming.

Highest-Impact Actions

Deploy a targeted technical SEO and content campaign focused on 'ready-to-heat' and 'prepared meal' semantics.

Blue Apron is currently losing 100% of the visibility for the fastest-growing convenience segment to competitors like Factor and CookUnity.

Investigate and resolve the Claude invisibility through expanded PR and high-authority third-party mentions.

A 0% mention rate on a major platform indicates a lack of diverse, high-authority data sources connecting the brand to relevant consumer intent.

Optimize product descriptions to specifically highlight 'one-pan' and 'minimal cleanup' benefits to improve ChatGPT ranking.

While mentioned on ChatGPT, an average position of 8.4 is effectively invisible for users looking for quick recommendations; movement into the top 3 is required for conversion.

Value Proposition

Convenient, chef-designed meal kits with pre-portioned ingredients that make home cooking fast, easy, and delicious—now with no subscription required and over 100 meals to choose from.

Overview

Mission

Making home cooking convenient and accessible while maintaining dedication to quality ingredients and chef-designed recipes.

Products & Services

Meal Kits - classic recipes with pre-portioned ingredientsDish by Blue Apron - ready-to-heat meals that are fast and nutritiousAssemble & Bake - one-pan meals with minimal prepBlue Apron+ membership - subscription with free shipping and perksGift Cards

Current State

Visibility Landscape

A high-level view of how Blue Apron 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 Blue Apron? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	67	0	60	87
“i'm a busy parent and need help with dinner during the week so i don't have to go to the grocery store, what are the best meal kits for families?”	#3	No	No	#4
“what are some healthy ready-to-heat meal delivery services that actually taste like real food?”	No	No	No	#7
“what are the most trusted meal kit companies for people who care about high quality ingredients?”	#3	No	#4	#3
“how can i cook fresh meals at home without having to do all the prep and planning, give me some specific service recommendations”	#11	No	#5	#6
“give me ideas for one-pan or easy prep meals i can order online so i don't have to clean a bunch of dishes, what specific brands should i look at?”	#9	No	#3	#2
Growth Areas1q Adjacent, aspirational & visionary	70	0	0	0
“what's a good gift for a new mom who doesn't have time to cook, recommend some food delivery gift cards that are easy to use”	#13	No	No	No

“What do you know about Blue Apron? What do they do and what's their reputation?”

“i'm a busy parent and need help with dinner during the week so i don't have to go to the grocery store, what are the best meal kits for families?”

“what are some healthy ready-to-heat meal delivery services that actually taste like real food?”

“what are the most trusted meal kit companies for people who care about high quality ingredients?”

“how can i cook fresh meals at home without having to do all the prep and planning, give me some specific service recommendations”

#11

“give me ideas for one-pan or easy prep meals i can order online so i don't have to clean a bunch of dishes, what specific brands should i look at?”

“what's a good gift for a new mom who doesn't have time to cook, recommend some food delivery gift cards that are easy to use”

#13

Competitive Landscape

Factor

58 mentions

Sunbasket

50 mentions

Home Chef

43 mentions

HelloFresh

33 mentions

EveryPlate

31 mentions

Green Chef

31 mentions

Blue Apron

30 mentions

CookUnity

27 mentions

Gobble

26 mentions

Freshly

20 mentions

Whole Foods

19 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Strong performance in trust-based evaluation queries, ranking as high as #3 on Gemini and ChatGPT for 'most trusted meal kit companies'.

Strength

Resilience in Google AI Overviews, where the brand maintains a 65% mention rate and secures top-3 placements for one-pan and easy prep meal queries.

Strength

High brand recognition during 'vibe checks', indicating that the AI models possess a foundational understanding of the brand's core identity even if they don't recommend it for specific needs.

Recommended Actions

Deploy a targeted technical SEO and content campaign focused on 'ready-to-heat' and 'prepared meal' semantics.

Blue Apron is currently losing 100% of the visibility for the fastest-growing convenience segment to competitors like Factor and CookUnity.

Investigate and resolve the Claude invisibility through expanded PR and high-authority third-party mentions.

A 0% mention rate on a major platform indicates a lack of diverse, high-authority data sources connecting the brand to relevant consumer intent.

Optimize product descriptions to specifically highlight 'one-pan' and 'minimal cleanup' benefits to improve ChatGPT ranking.

While mentioned on ChatGPT, an average position of 8.4 is effectively invisible for users looking for quick recommendations; movement into the top 3 is required for conversion.

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

Streamlining Weeknight Dinners(2 queries)

“i'm a busy parent and need help with dinner during the week so i don't have to go to the grocery store, what are the best meal kits for families?”

2/4 platforms mentioned

Core

ChatGPT

1.HelloFresh

2.Home Chef

3.Blue Apron

4.EveryPlate

5.Sunbasket

+14 more

Claude

1.HelloFresh

2.EveryPlate

3.Factor

4.Dinnerly

5.Gobble

Gemini

1.HelloFresh

2.Home Chef

3.EveryPlate

4.Sunbasket

5.Dinnerly

+1 more

AI Overviews

1.HelloFresh

2.Home Chef

3.Gobble

4.HelloFresh Meal Kit

5.Home Chef Meal Kit

10.Blue Apron Meal Kits

+8 more

“how can i cook fresh meals at home without having to do all the prep and planning, give me some specific service recommendations”

2/4 platforms mentioned

Core

The Health-Conscious Career Climber · Senior Project Manager

ChatGPT

1.Factor

2.MyFitnessPal

3.Trifecta Nutrition

4.Peloton

5.Fresh n’ Lean

+9 more

Claude

1.Factor

2.MyFitnessPal

3.Freshly

4.EveryPlate

5.Whole Foods

Gemini

1.MyFitnessPal

2.Hungryroot

3.Tovala

4.Gobble

5.Blue Apron

+4 more

AI Overviews

1.Home Chef

2.Hungryroot

3.Tovala

4.CookUnity

5.Factor

6.Blue Apron

+2 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.

The 6 Best Meal Delivery Services for Families - Bon Appétit

bonappetit.com

Blue Apron

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

Blue Apron

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.