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

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.

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 reach level — from core brand queries to growth opportunities.

	Claude	AI Overviews
Reputation Brand recognition & direct queries	—	—
Core Topics Product/service category queries	—	—
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

Planner 5D

43 mentions

Havenly

32 mentions

Homestyler

23 mentions

Magicplan

21 mentions

Wayfair

21 mentions

Decorilla

19 mentions

Loading visibility matrix...

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

Web1 ref

Houzz

en.wikipedia.org

Wiki1 ref

Draft%3ARoomSketcher

en.wikipedia.org

Wiki1 ref

RoomSketcherOnline.Pdf

wpmedia.roomsketcher.com

Web1 ref

Id732050356

apps.apple.com

Web1 ref

Floorplanner

roomle.com

Web1 ref

Best Online Interior Design Services

forbes.com

Web1 ref

Robodp

reddit.com

Forum1 ref

Design Lab By Livingetc

livingetc.com

Web1 ref

floorplanner.com

Web1 ref

FP Pro Brochure En.Pdf

cdn.floorplanner.com

Web1 ref

planoplan.com

Web1 ref

Sweet Home 3D

en.wikipedia.org

Wiki1 ref

Room Design Apps Review 37496994

apartmenttherapy.com

Web1 ref

floorplancreator.net

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention 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

Backing

Investors

Weekend Fund

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 March 22, 2026.

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