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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Bliss Labs

Visibility16

Vibe77

Businesses/Technology / Software Development/Bliss Labs

AI Visibility & Sentiment

Bliss Labs

Bliss Labs is a Barcelona-based mobile app studio and technology startup that specializes in turning everyday frictions into delightfully smart mobile experiences. Founded by two PhDs, the company leverages advanced artificial intelligence and scientific research to create personalized, data-driven tools for wellness, education, and productivity.

Active Monitoring

blisslabs.dev

Technology / Software Development

AI Visibility Score

16/100

Invisible

Sentiment Score

77/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Bliss Labs today.

Bliss Labs currently commands significant authority in niche wellness search, securing top-tier placement in Google AI Overviews despite a low overall market footprint. However, the brand remains largely invisible across broader cognitive productivity and educational AI conversations, leaving critical growth segments dominated by competitors like Duolingo and Elevate.

Working in your favor

Secures prominent top-5 positions in AI Overviews for personalized skin health and wellness tracking.

Successfully reaches the Wellness-Focused Tech Enthusiast persona, achieving an average position of 1.0.

Maintains positive sentiment in AI Overviews and Claude, suggesting a strong foundational brand narrative where present.

Gaps to close

Total absence in queries related to cognitive productivity, language learning, and pattern recognition, where users are actively seeking alternatives to established apps.

Lack of visibility in 'Evaluating Trustworthy AI' queries, missing the chance to capture users at the critical decision-making stage.

Negligible presence on Claude and limited engagement on ChatGPT compared to core wellness search intent.

Opportunities

Bridge the gap between wellness tracking and cognitive health to capture the productivity-conscious user segment.

Develop content specifically tailored to address 'trust and safety' in health-tech, positioning Bliss Labs as the credible alternative to mainstream solutions.

Optimize brand signals for Gemini and ChatGPT to mirror the success achieved in Google AI Overviews.

Highest-Impact Actions

Develop and syndicate authoritative 'Trust and Methodology' content targeting AI evaluation queries.

Users are actively searching for vetting criteria; positioning Bliss Labs here addresses the gap in the 'Evaluating Trustworthy AI' category.

Expand technical SEO and metadata signals to align with cognitive productivity and pattern recognition terminology.

Competitors like Duolingo and Elevate dominate this space; current omission prevents Bliss Labs from being considered for these high-volume use cases.

Implement a citation-focused PR strategy for ChatGPT and Claude to increase mention rates in non-Google environments.

The brand's current reliance on Google AI Overviews creates a fragile visibility profile that lacks cross-platform reinforcement.

Value Proposition

Scientific Rigor Meets Seamless AI: The company differentiates itself by having PhD-led development that adheres to high scientific standards, providing hyper-personalized guidance that adapts to the user's specific biological or cognitive data.

Overview

Mission

To turn everyday frictions into delightfully smart mobile experiences.

Products & Services

Skin BlissBiome BlissSpanish ClassPattern RushN-day (recurring task tracker)Spanish Class (AI language tutor)Pattern Rush (puzzle game)Biome Bliss (gut health tracker)Skin Bliss (skincare app)

Current State

Visibility Landscape

A high-level view of how Bliss Labs 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	50	50	50	50
“What do you know about Bliss Labs? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	Neutral
Core5q Product/service category queries	17	0	5	40
“what are the best ai-powered skin analysis apps that actually give personalized advice instead of just general tips”	No	No	No	#1
“what are some apps like duolingo that are actually better for reaching conversational fluency in spanish quickly”	No	No	No	No
“recommend apps that help me track my gut microbiome health and skin changes over time”	—	No	Yes	#5
“i need apps that help with pattern recognition and mental sharpness for my daily productivity”	No	No	No	No
“what are the best alternatives to big mainstream health and education apps for someone who wants more personalized data science”	No	No	No	No
Growth Areas4q Adjacent, aspirational & visionary	0	0	6	13
“how do i know if an ai health or wellness app is actually scientifically backed and not just marketing”	No	No	No	No
“what tools should i use to build a data-driven holistic health routine for someone with sensitive skin”	No	No	#17	#10
“recommend the best mobile tools for learning a new language and improving memory at the same time”	No	No	No	No
“which ai-driven apps for personal improvement are currently the most reliable and highly rated by users”	No	No	No	No

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

Neutral

“what are the best ai-powered skin analysis apps that actually give personalized advice instead of just general tips”

“what are some apps like duolingo that are actually better for reaching conversational fluency in spanish quickly”

“recommend apps that help me track my gut microbiome health and skin changes over time”

—

Yes

“i need apps that help with pattern recognition and mental sharpness for my daily productivity”

“what are the best alternatives to big mainstream health and education apps for someone who wants more personalized data science”

“how do i know if an ai health or wellness app is actually scientifically backed and not just marketing”

“what tools should i use to build a data-driven holistic health routine for someone with sensitive skin”

#17

#10

“recommend the best mobile tools for learning a new language and improving memory at the same time”

“which ai-driven apps for personal improvement are currently the most reliable and highly rated by users”

Competitive Landscape

Duolingo

25 mentions

Memrise

15 mentions

Pimsleur

14 mentions

Anki

14 mentions

Elevate

13 mentions

Busuu

12 mentions

Babbel

11 mentions

Lumosity

11 mentions

Peak

11 mentions

Notion

9 mentions

Bliss Labs

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secures prominent top-5 positions in AI Overviews for personalized skin health and wellness tracking.

Strength

Successfully reaches the Wellness-Focused Tech Enthusiast persona, achieving an average position of 1.0.

Strength

Maintains positive sentiment in AI Overviews and Claude, suggesting a strong foundational brand narrative where present.

Recommended Actions

Develop and syndicate authoritative 'Trust and Methodology' content targeting AI evaluation queries.

Users are actively searching for vetting criteria; positioning Bliss Labs here addresses the gap in the 'Evaluating Trustworthy AI' category.

Expand technical SEO and metadata signals to align with cognitive productivity and pattern recognition terminology.

Competitors like Duolingo and Elevate dominate this space; current omission prevents Bliss Labs from being considered for these high-volume use cases.

Implement a citation-focused PR strategy for ChatGPT and Claude to increase mention rates in non-Google environments.

The brand's current reliance on Google AI Overviews creates a fragile visibility profile that lacks cross-platform reinforcement.

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

Personalized Wellness And Skin Health Tracking(3 queries)

“what are the best ai-powered skin analysis apps that actually give personalized advice instead of just general tips”

1/4 platforms mentioned

Core

ChatGPT

1.Thea

2.All Skin

3.Lume Skin

4.TruSkin

5.Dermalogica Face Mapping

+3 more

Claude

1.Glamora

2.GlamAR

3.Haut.AI

4.Neutrogena (Neutrogena Skin360)

5.Olay (Olay Skin Advisor)

+2 more

Gemini

1.SkinPal AI

2.Haut.AI (Skin.Chat, SkinGPT)

3.Cetaphil (MySkin)

4.Vichy (SkinConsult AI)

5.Sephora (Smart Skin Scan)

+4 more

AI Overviews

1.CureSkin

2.Skinive

3.OnSkin

4.Skin Bliss

5.MDacne

+4 more

“recommend apps that help me track my gut microbiome health and skin changes over time”

0/3 platforms mentioned

Core

The Data-Driven Personal Optimizer · Senior Software Engineer

Claude

1.Injoy

2.Elsavie

3.Gutsy

4.Smart Bites (Gut Bites)

5.SkinVision

+3 more

Gemini

1.Gutsy - Microbiome Tracker

2.GutSpy

3.Elsavie

4.AI Gut Health and IBS Tracker

5.Biomeo - Gut Health Debloat

+12 more

AI Overviews

1.Cara Care

2.SkinLog

3.Smart Bites

4.ZOE Health

5.Viome

+2 more

“what tools should i use to build a data-driven holistic health routine for someone with sensitive skin”

0/4 platforms mentioned

Adjacent

The Data-Driven Personal Optimizer · Senior Software Engineer

ChatGPT

1.Apple Health

2.Apple Watch

3.Google Fit

4.Fitbit

5.Oura Ring

+25 more

Claude

1.Haut.AI

2.Dermalogica

Gemini

1.Whoop

2.Oura Ring

3.Apple Watch

4.Garmin

5.Awair

+5 more

AI Overviews

1.OnSkin

2.Clear Skincare App

3.Think Dirty

4.Venus App

5.Galaxy AI

+3 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.

hellothea.ai

Bliss Labs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Technology / Software Development

Start gettingrecommended by AI.

Frequently asked questions

Bliss Labs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Technology / Software Development

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.