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

Get a demo

Factor

Visibility92

Vibe94

Businesses/Food & Beverage/Factor

AI Visibility & Sentiment

Factor

Factor is a premium prepared meal delivery service that delivers fresh, chef-crafted, dietitian-approved meals directly to customers' doors. The company focuses on making healthy eating convenient by eliminating meal prep while offering customizable options for various dietary goals including keto, high protein, and calorie-smart plans.

Active Monitoring

factor75.com

Food & Beverage Food Meal Kits

AI Visibility Score

92/100

Excellent

Sentiment Score

94/100

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Factor today.

Factor has established itself as the definitive leader in the AI-driven meal delivery space, achieving a near-ubiquitous 100% mention rate across Claude, ChatGPT, and AI Overviews. While the brand dominates keto and high-protein queries with frequent #1 rankings, a critical sentiment gap persists within Google Gemini that threatens its otherwise flawless visibility profile.

Value Proposition

Fresh, never frozen, chef-prepared meals approved by registered dietitians that support your health goals while eliminating cooking and meal prep time entirely.

Overview

Mission

To help people fuel right and eat like a pro by providing fresh, nutrient-dense, ready-to-eat meals that power wellness goals.

Products & Services

Weekly prepared meal delivery subscriptionsKeto and low-carb meal optionsHigh protein meals for fitness goalsBreakfast items, snacks, and shakes add-onsNutrition coaching services

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	95	97	82	94
Core Topics Product/service category queries	70	94	96	94
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

CookUnity

36 mentions

Trifecta Nutrition

35 mentions

Territory Foods

23 mentions

Sunbasket

23 mentions

Trifecta

23 mentions

Freshly

22 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Absolute dominance on Claude and AI Overviews with average positions of 1.3 and 2.1 respectively across all query types.

Strength

Perfect resonance with the Diet-Curious Wellness Beginner persona, achieving 100% visibility and consistently positive sentiment.

Strength

Clear authority in specialized nutrition categories, specifically for keto-friendly and high-protein prepared meal searches.

Recommended Actions

Address the ChatGPT breakfast and snack ranking anomaly.

Ranking #59 for wellness add-ons while ranking #1 for dinners suggests the AI lacks structured data regarding Factor's full menu expansion, representing a major missed cross-sell opportunity.

Execute a Gemini-specific sentiment recovery plan.

Gemini is the only platform where Factor faces mixed sentiment; improving the quality of data sources Gemini crawls will solidify Factor’s reputation across the entire AI landscape.

Refine messaging for the 'Macro-Counting Fitness' persona.

While visibility is high (91%), the mixed sentiment suggests that high-performance users may have concerns about specific macro ratios or ingredient quality that AI is currently highlighting.

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 Performance Nutrition Planning(3 queries)

“I need a high protein meal plan for the week that doesn't require any cooking, what are some good services to use?”

4/4 platforms mentioned

Core

ChatGPT

1.Premier Protein

2.Quest

3.RXBAR

4.No Cow

5.Flatout

10.Factor

+18 more

Claude

1.Factor

2.Freshly

3.Gobble

4.Muscle Meals

5.Whole Foods

+1 more

Gemini

1.Factor

2.Trifecta Nutrition

3.CookUnity

4.Fresh N Lean

5.Clean Eatz Kitchen

+6 more

AI Overviews

1.Factor

2.Clean Eatz Kitchen

3.MealPro

4.CookUnity

5.Icon Meals

+1 more

“recommend some keto-friendly prepared meal deliveries that actually taste good and are fresh”

4/4 platforms mentioned

Core

The Macro-Counting Fitness Competitor · Software Engineer / Amateur Bodybuilder

ChatGPT

1.Factor

2.Factor75

3.Fresh n’ Lean

4.Trifecta

5.RealEats

+4 more

Claude

1.Factor

2.Trifecta

3.Magic Kitchen

4.Freshly

5.Sunbasket

+2 more

Gemini

1.Snap Kitchen

2.MyFitnessPal

3.Factor

4.CookUnity

5.Trifecta Nutrition

+1 more

AI Overviews

1.Factor

2.CookUnity

3.Eat Clean

4.Trifecta Nutrition

5.Territory Foods

+1 more

“what are the best options for high protein pre-made dinners for someone trying to build muscle, give me specific brands”

3/4 platforms mentioned

Core

The Macro-Counting Fitness Competitor · Software Engineer / Amateur Bodybuilder

ChatGPT

1.Trifecta Nutrition

2.Factor

3.HelloFresh

4.Fresh n’ Lean

5.MealPro

+9 more

Claude

1.Trifecta

2.Factor

3.Freshly

4.EveryPlate

5.Gobble

Gemini

1.MegaFit Meals

2.Icon Meals

3.MyFitnessPal

4.Snap Kitchen

5.Trifecta Nutrition

+3 more

AI Overviews

1.ICON Meals

2.Garage Gym Reviews

3.Fuel Meals

4.Factor

5.Bon Appétit

+7 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 Best High-Protein Meal Delivery Services - Bon Appetit

bonappetit.com

Web1 ref

Extreme Protein Meal Plan

Web1 ref

Extreme Protein Meal Plan: User Reviews

Web1 ref

Athlete Meal Plans Delivered - MealPro

mealpro.net

Web1 ref

High Protein Meal Delivery with 50g+ of Protein - Factor 75

factor75.com

Web1 ref

MealPro | Chef-Crafted and Dietitian-Approved Meals | Heat ...

mealpro.net

Web1 ref

Clean Eatz Kitchen High Protein Meal Plan

Web1 ref

Top 5 High-Protein Meal Delivery Services (2026 Compared)

cleaneatzkitchen.com

Web1 ref

7 Best High-Protein Meal Delivery Services, Tested & Approved

thespruceeats.com

Web1 ref

The Best Prepared Meal Delivery Services of 2026 - Reviewed

reviewed.com

Web1 ref

Best Healthy Meal Delivery Services for Feel-Good Food (2026)

bonappetit.com

Web1 ref

Best Healthy Meal Delivery Services for Feel-Good Food (2026)

bonappetit.com

Web1 ref

The Best Organic Meal Delivery Services, Tested & Reviewed

foodandwine.com

Web1 ref

Top 7 Best Weight Loss Meal Delivery Services for 2026

oneleafhealth.com

Web1 ref

Best Meal Delivery Services for Weight Loss (2026) - Fortune

fortune.com

Web1 ref

Competitive Landscape

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

Factor75 mentions

CookUnity36 mentions

Trifecta Nutrition35 mentions

Territory Foods23 mentions

Sunbasket23 mentions

Trifecta23 mentions

Freshly22 mentions

Clean Eatz Kitchen18 mentions

HelloFresh18 mentions

Fresh n’ Lean14 mentions

Gobble14 mentions

Brand Identity

Brand Voice & Style

How AI perceives Factor's communication style and personality

Factor communicates with an energetic, health-forward tone that balances aspirational wellness messaging with practical convenience benefits. The brand voice is confident and motivational, using action-oriented language like 'Start Fresh. Fuel Right. Eat Like a Pro.' while remaining approachable and supportive. They emphasize expertise through dietitian approval and chef credentials without being overly clinical, making healthy eating feel achievable rather than restrictive.

Core Tone Traits

Motivational & Empowering

Uses action-oriented language that inspires customers to achieve their health goals

Health-Focused & Expert

Emphasizes dietitian approval and clinical results to build credibility

Convenient & Practical

Highlights ease and time-saving benefits without sacrificing quality

Fresh & Energetic

Vibrant, positive messaging that makes healthy eating feel exciting

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 26, 2026.