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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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 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

aspirational

visionary

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Kassa AI Ltd.?

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Conversation Analysis

Key Topics

What conversations is Kassa AI Ltd. included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Kassa AI Ltd. to, and when?

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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

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Kassa AI Ltd. to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

1Positive

0Neutral

1Negative

across 2 responses

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

ChatGPT

Negative

“…There does not appear to be a widely established company formally registered and operating under the exact name “Kassa AI Ltd.”…”

Gemini

Positive

“…The name Kassa AI Ltd. most prominently refers to an Israeli-based technology startup…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Technical Health

Site Health for AI Visibility

How well Kassa AI Ltd.'s website is optimized for AI agent discovery and comprehension.

77/100

11 passed 4 warnings 4 issues

Audited 3/22/2026

Crawlability86

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO58

Titles, descriptions, headings

Content Quality47

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG77

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Page has no title tag

Add a <title> tag describing the page content (50-60 characters).

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Kassa AI Ltd.

Planner 5D43 mentions

Havenly32 mentions

Homestyler23 mentions

Magicplan21 mentions

Wayfair21 mentions

Decorilla19 mentions

West Elm18 mentions

Modsy18 mentions

RoomSketcher16 mentions

Floorplanner13 mentions

Kassa AI Ltd.0 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

pro.houzz.com

https://pro.houzz.com/for-pros/feature-3d-floor-plan

Referenced in 1 query

Review

en.wikipedia.org

https://en.wikipedia.org/wiki/Houzz

Referenced in 4 queries

Review

en.wikipedia.org

https://en.wikipedia.org/wiki/Draft%3ARoomSketcher

Referenced in 2 queries

Review

wpmedia.roomsketcher.com

https://wpmedia.roomsketcher.com/content/uploads/2024/01/03091930/RoomSketcherOnline.pdf

Referenced in 1 query

Review

apps.apple.com

https://apps.apple.com/in/app/roomle-3d-free-floorplanner/id732050356

Referenced in 1 query

Review

roomle.com

https://www.roomle.com/floorplanner

Referenced in 1 query

Review

forbes.com

https://www.forbes.com/sites/forbes-personal-shopper/article/best-online-interior-design-services/

Referenced in 1 query

Pitch Story

reddit.com

https://www.reddit.com/r/InteriorDesign/comments/robodp

Referenced in 1 query

Join Discussion

livingetc.com

https://www.livingetc.com/design-lab-by-livingetc

Referenced in 2 queries

Review

floorplanner.com

https://floorplanner.com/

Referenced in 2 queries

Review

cdn.floorplanner.com

https://cdn.floorplanner.com/static/brochures/FP-pro-brochure-en.pdf

Referenced in 1 query

Review

planoplan.com

https://planoplan.com/en/

Referenced in 1 query

Review

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session

Backing

Investors

Weekend Fund

Data generated by Pendium.ai AI visibility scanning. Last scanned March 22, 2026.

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