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.

Roadmap Pricing

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Banza

Visibility84

Vibe97

Businesses/Consumer Packaged Goods (CPG) / Food & Beverage/Banza

AI Visibility & Sentiment

Banza

Banza is a CPG food brand that reimagines comfort food staples—such as pasta, pizza, mac & cheese, and waffles—using nutrient-dense, sustainable chickpeas and brown rice. The company is committed to transparency, sustainability, and high-quality nutrition, evidenced by their CleanScan certification for pesticide-free products.

Active Monitoring

eatbanza.com

Consumer Packaged Goods (CPG) / Food & Beverage Food & Drink Frozen Foods Grocery

AI Visibility Score

84/100

Excellent

Sentiment Score

97/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Banza today.

Banza has effectively captured the 'category leader' position in AI-driven nutritional searches, consistently securing top-three rankings when consumers prioritize high-protein, gluten-free, or chickpea-based solutions. While the brand dominates core intent queries across ChatGPT and Gemini, it faces a significant visibility decline when expanding into broader healthy lifestyle and meal-planning advice.

Working in your favor

Commanding presence in 'core' intent queries, particularly within high-protein and gluten-free pasta categories

Exceptional performance on ChatGPT and Gemini, frequently appearing in the top 1-2 positions for comparative shopping queries

Strong brand recall for chickpea-based innovation, often cited as the primary recommendation in specialized dietary searches

Gaps to close

Inconsistent visibility in 'healthy lunch' and 'clean label breakfast' meal prep scenarios, where the brand frequently drops out of search results

Low visibility in aspirational and visionary lifestyle queries, signaling a failure to connect product utility with broader wellness routines

Underperformance in AI Overviews for complex, top-of-funnel lifestyle queries compared to its direct-response category strength

Opportunities

Optimize content to bridge the gap between 'pasta brand' and 'meal prep solution' to capture the time-constrained parent persona

Leverage the brand's established nutritional credibility to influence AI responses regarding wider plant-based dietary transitions

Target high-intent healthy lifestyle queries where Banza is currently omitted to expand the funnel beyond core product categories

Highest-Impact Actions

Develop and syndicate 'Healthy Meal Prep' content that features Banza as a versatile, clean-label staple

The data shows Banza is losing visibility in meal-planning queries where competitors are gaining traction by positioning themselves as lifestyle solutions rather than just ingredients.

Optimize digital assets for 'quick healthy lunch' and 'clean label breakfast' long-tail search terms

These queries represent significant gaps in the current strategy; consistent inclusion here will drive broader brand discovery among fitness-focused personas.

Execute a PR and content campaign focused on 'Plant-Based Family Transitions'

While Banza performs well in product-specific searches, it struggles in solution-based queries; owning the 'transition' narrative will solidify its status as a foundational family staple.

Value Proposition

Banza provides a 'better-for-you' comfort food experience by leveraging the nutritional power of chickpeas to deliver significantly higher protein and fiber, and lower net carbs, than traditional alternatives, all while maintaining the taste and texture consumers love.

Overview

Mission

To inspire people to eat more chickpeas and other beans—for their positive impact on human health and the environment.

Products & Services

Chickpea PastaChickpea PizzaChickpea Mac & CheeseChickpea RiceChickpea WafflesBrown Rice PastaFrozen PizzaProtein Waffles

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	100	100	50	100
“What do you know about Banza? What do they do and what's their reputation?”	Positive	Positive	Neutral	Positive
Core4q Product/service category queries	96	93	93	95
“what are the best high protein pasta brands that actually taste good and have a decent texture”	#2	#2	#3	#2
“best gluten free pasta brands to buy right now besides the standard wheat options”	#1	#4	#4	#2
“can you suggest some gluten free macaroni and cheese brands that aren't mushy”	#1	#2	#2	#2
“what are good chickpea based food products i can buy for a healthier pantry”	#1	#1	#1	#1
Growth Areas5q Adjacent, aspirational & visionary	76	52	95	32
“what are some quick healthy lunch options for fitness enthusiasts on a time crunch”	No	No	#1	No
“give me a list of healthy pantry staple brands that focus on high protein and low net carbs”	#1	#1	#1	#4
“what should i look for when buying healthy alternatives to comfort foods like pizza and pasta”	#1	#3	#1	No
“recommend some clean label brands for meal prepping breakfast and lunch”	#11	No	#4	No
“how do i transition my family to a more plant-based diet without giving up our favorite meals”	#1	No	#2	No

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

Positive

Neutral

Positive

“what are the best high protein pasta brands that actually taste good and have a decent texture”

“best gluten free pasta brands to buy right now besides the standard wheat options”

“can you suggest some gluten free macaroni and cheese brands that aren't mushy”

“what are good chickpea based food products i can buy for a healthier pantry”

“what are some quick healthy lunch options for fitness enthusiasts on a time crunch”

“give me a list of healthy pantry staple brands that focus on high protein and low net carbs”

“what should i look for when buying healthy alternatives to comfort foods like pizza and pasta”

“recommend some clean label brands for meal prepping breakfast and lunch”

#11

“how do i transition my family to a more plant-based diet without giving up our favorite meals”

Competitive Landscape

Banza

61 mentions

Jovial

19 mentions

Explore Cuisine

17 mentions

Goodles

17 mentions

ZENB

12 mentions

Barilla

11 mentions

Primal Kitchen

11 mentions

Chickapea

9 mentions

RightRice

8 mentions

Brami

7 mentions

Palmini

7 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Commanding presence in 'core' intent queries, particularly within high-protein and gluten-free pasta categories

Strength

Exceptional performance on ChatGPT and Gemini, frequently appearing in the top 1-2 positions for comparative shopping queries

Strength

Strong brand recall for chickpea-based innovation, often cited as the primary recommendation in specialized dietary searches

Recommended Actions

Develop and syndicate 'Healthy Meal Prep' content that features Banza as a versatile, clean-label staple

The data shows Banza is losing visibility in meal-planning queries where competitors are gaining traction by positioning themselves as lifestyle solutions rather than just ingredients.

Optimize digital assets for 'quick healthy lunch' and 'clean label breakfast' long-tail search terms

These queries represent significant gaps in the current strategy; consistent inclusion here will drive broader brand discovery among fitness-focused personas.

Execute a PR and content campaign focused on 'Plant-Based Family Transitions'

While Banza performs well in product-specific searches, it struggles in solution-based queries; owning the 'transition' narrative will solidify its status as a foundational family staple.

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.

ChatGPT

Claude

Gemini

AI Overviews

Gluten Free & Nutrient Dense Meal Solutions(3 queries)

“what are the best high protein pasta brands that actually taste good and have a decent texture”

3/4 platforms mentioned

Core

ChatGPT

1.Barilla (Barilla Protein+)

2.Banza

3.The Only Bean

4.Explore Cuisine

5.Goodles

Claude

1.Barilla Protein+

2.Goodles

3.Banza

4.GoodWheat

Gemini

1.Barilla Protein+

2.Goodles

3.Banza

4.ZENB

5.Kaizen

+3 more

AI Overviews

1.Barilla (Barilla Protein+)

2.BRAMI

“can you suggest some gluten free macaroni and cheese brands that aren't mushy”

3/4 platforms mentioned

Core

The Wellness-Focused Nutrition Researcher · Nutrition Consultant and Lifestyle Blogger

ChatGPT

1.Banza (Banza Chickpea Mac & Cheese)

2.Goodles

3.Beecher’s

4.Chickapea

5.Kraft

Claude

1.Kraft

2.Annie's

3.Banza

4.Jovial

5.Barilla

+1 more

Gemini

1.Jovial

2.Goodles

3.ZENB

4.Rummo

5.Kaizen

AI Overviews

1.Jovial

2.Banza

“what are good chickpea based food products i can buy for a healthier pantry”

3/4 platforms mentioned

Core

The Wellness-Focused Nutrition Researcher · Nutrition Consultant and Lifestyle Blogger

ChatGPT

1.Banza (Banza Rice)

2.Tolerant Organic Chickpea Pasta

3.Explore Cuisine Organic Chickpea Pasta

4.Palouse Brand

5.Edison Grainery

+11 more

Claude

1.Banza

2.Chickapea

3.Explore Cuisine

4.Tolerant

5.Bob's Red Mill

+18 more

Gemini

1.Banza (Banza Chickpea Rice, Banza Chickpea Pasta)

2.Chickapea

3.RightRice

4.Three Wishes Cereal

5.Hippeas

AI Overviews

No brands listed

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.

Barilla Protein Named Best Tasting Protein Pasta Among Major Us Brands In Blind Taste Study 302703269

prnewswire.com

Banza

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Banza

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.