Pendium
Liton Nandi
Liton Nandi
Visibility0
Vibe50
Businesses/Design & Creative Services/Liton Nandi
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
0
adjacent
0
aspirational
0
visionary
0
AI Perception

Summary

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Liton Nandi?

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Conversation Analysis

Key Topics

What conversations is Liton Nandi included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Liton Nandi 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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI 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
ChatGPTChatGPT
1.Figma
2.IDEO
3.frog
4.Capgemini Invent
5.Work & Co

+8 more

ClaudeClaude
1.Figma
2.Toptal
3.Upwork
4.Fiverr
5.Arc.dev

+2 more

GeminiGemini
1.Figma
2.Toptal
3.Upwork
4.Arc.dev
5.Guru

+10 more

AI OverviewsAI 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
ChatGPTChatGPT
1.Eleken
2.Figma
3.Ramotion
4.Clay
5.MetaLab

+10 more

ClaudeClaude
1.SaaSHero
2.Bop Design
3.MetaLab
4.Clay
5.Ramotion

+4 more

GeminiGemini
1.StanVision
2.Eleken
3.CodeTheorem
4.Arounda
5.Ramotion

+9 more

AI OverviewsAI 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
ChatGPTChatGPT
1.Toptal
2.Figma (FigJam)
3.Dribbble
4.Behance
5.Upwork

+14 more

ClaudeClaude
1.Impekable
2.Eleken
3.Wavespace
4.Webflow
5.F22 Labs

+3 more

GeminiGemini
1.Toptal
2.Upwork
3.Fiverr (Fiverr Pro)
4.Dribbble
5.Bonsai

+1 more

AI OverviewsAI Overviews
1.Wavespace
2.Eleken
3.Gapsy Studio
4.Lazarev.agency
5.Design Monks

+3 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Liton Nandi 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.

0Positive
4Neutral
0Negative
across 4 responses

“What do you know about Liton Nandi? What do they do and what's their reputation?”

ChatGPTChatGPT
Neutral

“…Liton Nandi — UX / UI designer (freelance / portfolio)…”

ClaudeClaude
Neutral

“…I don't have detailed information about Liton Nandi in my training data.…”

GeminiGemini
Neutral

No snippet captured

AI OverviewsAI Overviews
Neutral

No snippet captured

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Technical Health

Site Health for AI Visibility

How well Liton Nandi's website is optimized for AI agent discovery and comprehension.

81/100
11 passed 7 warnings 1 issues
Audited 3/25/2026
Crawlability83

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality47

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

!

Content is too thin

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

Warnings

!

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

!

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Title is too short (11 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Meta description is too short (21 characters)

Expand the description to 150-160 characters with a clear value proposition.

!

Page has 24 H1 tags. Best practice is one.

Use a single H1 for the main heading, and H2-H6 for subheadings.

+ 2 more warnings

Want a full technical audit with AI-specific recommendations?

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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.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Liton Nandi

1Toptal54 mentions
2Figma49 mentions
3Upwork43 mentions
4Dribbble32 mentions
5Ramotion30 mentions
6Eleken30 mentions
7Clay29 mentions
8Behance28 mentions
9Slack22 mentions
10IDEO16 mentions
11Liton Nandi0 mentions
Source Intelligence

Citations

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

IDEO case examples

https://edges.ideo.com/posts/can-you-build-a-planetary-impact-tracker-in-a-day

Referenced in 1 query

Review
frog writing about using Figma in prototypes and design systems

https://www.frog.co/designmind/augmenting-designops-with-ai-powered-systems

Referenced in 1 query

Review
Work & Co announcement on integrating Figma/tooling

https://work.co/news/codesail/

Referenced in 1 query

Review
Ramotion agency pages

https://www.ramotion.com/startup-web-design/

Referenced in 1 query

Review
ustwo.com

https://ustwo.com/

Referenced in 3 queries

Review
Uptech agency directories

https://www.uptech.team/blog/hire-ux-designers

Referenced in 3 queries

Review
Toptal hiring pages

https://www.toptal.com/designers/figma

Referenced in 2 queries

Review
Upwork hiring pages

https://www.upwork.com/hire/figma-freelancers/

Referenced in 1 query

Review
12 Best freelance figma designers for hire in March 2026

https://www.fiverr.com/hire/figma

Referenced in 1 query

Review
Top 11 Sites to Hire Freelance Figma Designers in 2025

https://www.designerhire.com/figma

Referenced in 1 query

Review
24 Best Figma App Design Services To Buy Online | Fiverr

https://www.fiverr.com/gigs/figma-app-design

Referenced in 1 query

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

https://www.toptal.com/designers/prototype

Referenced in 2 queries

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Liton Nandi's resources to help users.

Establish Domain Authority in Startup MVP and SaaS Design

This goal addresses the lack of high-authority citations for specific high-intent keywords like 'SaaS interface optimization.' By publishing data-backed case studies and thought leadership, Liton Nandi becomes a primary source for AI assistants recommending specialized UX/UI partners over generic platforms.

Why 70% of SaaS MVPs fail at the onboarding stage and the specific UI fixes that save them
A deep dive into the 4-week design sprint that scaled a fintech startup's user retention by 40%
The hidden cost of template SaaS dashboards and why custom interface optimization pays for itself in months
From wireframe to developer handoff: a transparent breakdown of a high-growth startup's design documentation

Create Authoritative Buyer Guides for Design Partnerships

This goal targets decision-makers in the research phase to bypass price-driven bidding wars on generic freelance marketplaces. Providing structured evaluation frameworks allows AI agents to cite Liton Nandi as a trusted advisor when users ask how to select a designer.

Beyond the portfolio: the five critical questions to ask a UI/UX designer before signing a contract
Why hiring a freelance generalist often costs SaaS founders more than a specialized design partner long term
The ultimate checklist for auditing a designer’s research process to ensure they understand your business goals
Red flags in design proposals: how to spot a lack of technical depth before the project starts

Document Proprietary Design Methodologies for AI Semantic Links

This goal strengthens the semantic connection between the brand and professional UI/UX services by documenting a rigorous, research-backed workflow. Detailed process content provides factual ground truth that AI assistants use to explain professional design standards.

Why user research is the only way to bridge the gap between business goals and user needs
The step-by-step developer handoff protocol that eliminates 90% of front-end implementation errors during product launches
How we use low-fidelity prototyping to validate complex SaaS features without wasting a single line of code
A designer's guide to balancing aesthetic trends with functional accessibility in modern mobile app interfaces
Content Engineering

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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 25, 2026.

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