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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Kassa AI Ltd.

Visibility0

Vibe69

Businesses/Consumer-Oriented Software / E-commerce/Kassa AI Ltd.

AI Visibility & Sentiment

Kassa AI Ltd.

Kassa is an AI-powered platform that automates interior design and home furnishing by converting architectural floor plans into shoppable, dimensionally accurate living spaces. Within 72 hours, the platform provides users with a comprehensive furniture blueprint that connects them directly to real, purchasable decor items.

Active Monitoring

joinkassa.com

Consumer-Oriented Software / E-commerce Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

69/100

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 Kassa AI Ltd. today.

Kassa AI Ltd. currently occupies a void in the AI interior design landscape, possessing name recognition only when directly queried while remaining entirely absent from the high-intent discovery conversations where customers define their purchase journey. While competitors like Planner 5D and Havenly capture the market by appearing in critical solution-oriented searches, Kassa AI remains disconnected from the users seeking automated interior design and floor planning tools.

Working in your favor

Brand recognition exists in direct navigational queries where users specifically ask about the company.

Identified brand awareness within both ChatGPT and Gemini ecosystems.

Gaps to close

Total failure to rank for high-intent 'automated interior design' and 'floor plan' solution queries.

Absence in category comparisons, leaving users to discover competitors like Havenly and Modsy instead.

Lack of visibility for critical personas, including first-time homeowners and efficiency-focused professionals.

Opportunities

Targeting 'first-time homeowner' and 'interior design concierge' intent clusters to capture users at the start of their journey.

Positioning Kassa AI as a primary alternative in 'best of' AI tool lists where market leaders currently dominate.

Aligning content with real estate professional workflows to capture a high-value B2B2C audience.

Highest-Impact Actions

Implement a semantic SEO and AI-optimization strategy targeting 'automated interior design' and 'AI floor planning' keywords.

The brand currently captures zero traffic from users explicitly looking for the tools they provide, representing the largest immediate growth opportunity.

Develop and syndicate technical, comparative content that pits Kassa AI against industry leaders like Planner 5D and Havenly.

Competitors are currently defining the category standards; Kassa AI must insert itself into these comparison nodes to influence prospective buyers.

Create persona-specific case studies tailored to 'The Detail-Oriented First-Time Homeowner' and 'Efficiency-Focused Real Estate Professional'.

By addressing the specific pain points of these segments, the brand can build authority and increase its presence in conversational AI results.

Value Proposition

Kassa offers 'Dimension-True' accuracy by using actual floor plans to ensure furniture fits perfectly, while exclusively linking to real, in-stock products for a seamless 'inspiration-to-checkout' experience.

Overview

Mission

Kassa’s mission is to fix the chaos of the furniture market by providing AI-powered design and shopping for every home, turning any floor plan into a beautiful, living space.

Products & Services

The Furnishing BlueprintInteractive Item ListPersonalized Design StrategyAI Design Concierge

Current State

Visibility Landscape

A high-level view of how Kassa AI Ltd. 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	—
“What do you know about Kassa AI Ltd.? What do they do and what's their reputation?”	#1	—	#1	—
Core4q Product/service category queries	0	—	0	—
“what are the best sites to use to get a full furnishing blueprint for my new apartment based on my floor plan”	No	—	No	—
“i need an ai tool that can take my room dimensions and give me a shopping list of furniture that actually fits”	No	—	No	—
“what's the best ai design concierge to help me style my living room from scratch”	No	—	No	—
“what are the top-rated ai interior design platforms available right now for someone who wants to buy real furniture”	No	—	No	—
Growth Areas5q Adjacent, aspirational & visionary	0	—	0	—
“can you compare services like havenly and modsy with other newer ai-first home furnishing tools”	No	—	No	—
“how do i find a reliable online interior design service that isn't just about rendering but helps me with actual purchases”	No	—	No	—
“what are the best apps or services to use when setting up a new home to make sure everything looks good together”	No	—	No	—
“where should i start when i have an empty floor plan and want to furnish it efficiently without breaking the bank”	No	—	No	—
“what are the essential digital tools for real estate agents to show clients how a property could look furnished”	No	—	No	—

“What do you know about Kassa AI Ltd.? What do they do and what's their reputation?”

—

“what are the best sites to use to get a full furnishing blueprint for my new apartment based on my floor plan”

—

“i need an ai tool that can take my room dimensions and give me a shopping list of furniture that actually fits”

—

“what's the best ai design concierge to help me style my living room from scratch”

—

“what are the top-rated ai interior design platforms available right now for someone who wants to buy real furniture”

—

“can you compare services like havenly and modsy with other newer ai-first home furnishing tools”

—

“how do i find a reliable online interior design service that isn't just about rendering but helps me with actual purchases”

—

“what are the best apps or services to use when setting up a new home to make sure everything looks good together”

—

“where should i start when i have an empty floor plan and want to furnish it efficiently without breaking the bank”

—

“what are the essential digital tools for real estate agents to show clients how a property could look furnished”

—

Competitive Landscape

Planner 5D

43 mentions

Havenly

32 mentions

Homestyler

23 mentions

Magicplan

21 mentions

Wayfair

21 mentions

Decorilla

19 mentions

West Elm

18 mentions

Modsy

18 mentions

RoomSketcher

16 mentions

Floorplanner

13 mentions

Kassa AI Ltd.

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition exists in direct navigational queries where users specifically ask about the company.

Strength

Identified brand awareness within both ChatGPT and Gemini ecosystems.

Gap

Total failure to rank for high-intent 'automated interior design' and 'floor plan' solution queries.

Recommended Actions

Implement a semantic SEO and AI-optimization strategy targeting 'automated interior design' and 'AI floor planning' keywords.

The brand currently captures zero traffic from users explicitly looking for the tools they provide, representing the largest immediate growth opportunity.

Develop and syndicate technical, comparative content that pits Kassa AI against industry leaders like Planner 5D and Havenly.

Competitors are currently defining the category standards; Kassa AI must insert itself into these comparison nodes to influence prospective buyers.

Create persona-specific case studies tailored to 'The Detail-Oriented First-Time Homeowner' and 'Efficiency-Focused Real Estate Professional'.

By addressing the specific pain points of these segments, the brand can build authority and increase its presence in conversational AI results.

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

Automated Interior Design And Furnishing(3 queries)

“what are the best sites to use to get a full furnishing blueprint for my new apartment based on my floor plan”

0/2 platforms mentioned

Core

ChatGPT

1.Houzz Pro (AutoMate AI)

2.RoomSketcher

3.Roomle

4.Havenly

5.Livingetc Design Lab

+3 more

Gemini

1.Havenly

2.Spacejoy

3.Decorilla

4.Planner 5D

5.Spacely AI

+6 more

“i need an ai tool that can take my room dimensions and give me a shopping list of furniture that actually fits”

0/2 platforms mentioned

Core

ChatGPT

1.Planner 5D

2.IKEA (IKEA Kreativ)

3.Home Planner

4.Houzz

Gemini

1.Planner 5D (Smart Wizard)

2.RoomGenius

3.Home Planner (iCanDesign)

4.IKEA

5.Room Planner

+3 more

“what's the best ai design concierge to help me style my living room from scratch”

0/2 platforms mentioned

Core

ChatGPT

1.Havenly

2.Livingetc Design Lab

3.Remodel AI

4.Modsy

5.Houzz

Gemini

1.Decorilla

2.Havenly

3.REimagine Home

4.Spacely AI

5.Planner 5D

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.

Feature 3d Floor Plan

pro.houzz.com

Kassa AI Ltd.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Kassa AI Ltd.

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Investors

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.