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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Liton Nandi

Visibility0

Vibe50

Businesses/Design & Creative Services/Liton Nandi

AI Visibility & Sentiment

Liton Nandi

Liton Nandi is a UX/UI Designer based in Khulna, Bangladesh, specializing in creating intuitive web and mobile app experiences. He follows a rigorous design process including research, planning, prototyping, and developer handoff to deliver high-quality digital solutions.

Active Monitoring

litonnandi.me

Design & Creative Services

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 Liton Nandi today.

Liton Nandi currently possesses brand name recognition in direct searches, yet remains functionally invisible across the broader AI ecosystem where high-intent design and product development decisions are made. While the brand is known to AI models when explicitly queried, it fails to influence the decision-making process for startup founders and business owners seeking professional UI/UX and product design expertise.

Value Proposition

Delivering end-to-end UX/UI design services that bridge the gap between business goals and user needs through a transparent, research-backed design workflow.

Overview

Mission

To ensure client satisfaction by transforming their ideas into reality and bringing their visions to life through creative, thoughtful, and user-centric design.

Products & Services

Mobile App UI/UX DesignWeb & Landing Page DesignProduct Design ConsultationFigma PrototypingWeb DesignMobile App DesignWireframingPrototypingUser Research

Current State

Visibility Landscape

A high-level view of how Liton Nandi 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	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	0	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Toptal

54 mentions

Figma

49 mentions

Upwork

43 mentions

Dribbble

32 mentions

Ramotion

30 mentions

Eleken

30 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Brand recognition exists in direct entity-specific queries across ChatGPT, Claude, and AI Overviews, confirming the brand's presence in current LLM training datasets.

Gap

Total absence in high-intent 'Core' category queries such as professional UI/UX design, SaaS landing page consultancy, and startup MVP development.

Gap

Failure to capture interest from key personas including Technical Product Founders and Non-Technical Small Business Owners, who currently rely on platforms like Toptal, Eleken, and Clay for recommendations.

Recommended Actions

Publish high-authority case studies and thought leadership on 'startup MVP design' and 'SaaS interface optimization'.

Directly addresses the queries where competitors are currently capturing the market share and establishes the brand as a top-tier alternative to generic freelance platforms.

Develop 'How-to' content focused on evaluating and selecting high-end design partners.

Bypasses competitive bidding wars by capturing the attention of decision-makers while they are in the research phase of their buying journey.

Implement a citation and backlink strategy across design-focused digital hubs and industry directories.

Strengthens the semantic link between the brand and high-intent industry keywords, allowing AI models to associate Liton Nandi with professional UI/UX services.

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

Professional UI/UX Design & Prototyping Services(3 queries)

“who are the best freelance designers or agencies for building a mobile app prototype in figma”

0/4 platforms mentioned

Core

ChatGPT

1.Figma

2.IDEO

3.frog

4.Capgemini Invent

5.Work & Co

+8 more

Claude

1.Figma

2.Toptal

3.Upwork

4.Fiverr

5.Arc.dev

+2 more

Gemini

1.Figma

2.Toptal

3.Upwork

4.Arc.dev

5.Guru

+10 more

AI Overviews

1.Figma

2.Toptal

3.Arc

4.Booking.com

5.Fox Sports

+13 more

“what are some reputable design consultancies for a saas landing page redesign”

0/4 platforms mentioned

Core

The Technical Product Founder · Chief Technology Officer / Founder

ChatGPT

1.Eleken

2.Figma

3.Ramotion

4.Clay

5.MetaLab

+10 more

Claude

1.SaaSHero

2.Bop Design

3.MetaLab

4.Clay

5.Ramotion

+4 more

Gemini

1.StanVision

2.Eleken

3.CodeTheorem

4.Arounda

5.Ramotion

+9 more

AI Overviews

1.Clay

2.Slack

3.Stripe

4.Coinbase

5.Ramotion

+10 more

“recommend professional ui ux designers for startup mvps”

0/4 platforms mentioned

Core

The Technical Product Founder · Chief Technology Officer / Founder

ChatGPT

1.Toptal

2.Figma (FigJam)

3.Dribbble

4.Behance

5.Upwork

+14 more

Claude

1.Impekable

2.Eleken

3.Wavespace

4.Webflow

5.F22 Labs

+3 more

Gemini

1.Toptal

2.Upwork

3.Fiverr (Fiverr Pro)

4.Dribbble

5.Bonsai

+1 more

AI Overviews

1.Wavespace

2.Eleken

3.Gapsy Studio

4.Lazarev.agency

5.Design Monks

+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.

IDEO case examples

edges.ideo.com

Web1 ref

frog writing about using Figma in prototypes and design systems

frog.co

Web1 ref

Work & Co announcement on integrating Figma/tooling

work.co

Web1 ref

Ramotion agency pages

ramotion.com

Web1 ref

ustwo.com

Web1 ref

Uptech agency directories

uptech.team

Web1 ref

Toptal hiring pages

toptal.com

Web1 ref

Upwork hiring pages

upwork.com

Web1 ref

12 Best freelance figma designers for hire in March 2026

fiverr.com

Web1 ref

Top 11 Sites to Hire Freelance Figma Designers in 2025

designerhire.com

Web1 ref

24 Best Figma App Design Services To Buy Online | Fiverr

fiverr.com

Web1 ref

11 Best Freelance Prototype Designers for Hire in December 2025 | Toptal®

toptal.com

Web1 ref

24 Best Figma Prototyping Services To Buy Online | Fiverr

fiverr.com

Web1 ref

Figma freelancers

contra.com

Web1 ref

The Best Freelance Figma Designers for Hire in Mar 2026

arc.dev

Web1 ref

Competitive Landscape

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

Toptal54 mentions

Figma49 mentions

Upwork43 mentions

Dribbble32 mentions

Ramotion30 mentions

Eleken30 mentions

Clay29 mentions

Behance28 mentions

Slack22 mentions

IDEO16 mentions

Liton Nandi0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Liton Nandi's communication style and personality

Liton Nandi communicates with a direct, professional, and results-oriented tone. As a UX/UI designer, his voice is clear and accessible, focusing on the value he brings to clients through a structured, transparent design process. He maintains a helpful and approachable demeanor, positioning himself as a reliable partner for digital transformation.

Core Tone Traits

Professional and Direct

Communicates clearly and concisely about services and processes.

Process-Oriented

Emphasizes a structured, logical approach to design solutions.

Approachable and Helpful

Invites collaboration and makes himself easily accessible for inquiries.

Growth-Minded

Highlights continuous learning and professional certification.

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 25, 2026.

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Yash Acharya

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