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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Talentd

Visibility0

Vibe50

Businesses/Human Resources & Career Development/Talentd

AI Visibility & Sentiment

Talentd

Talentd is India's leading career platform specifically designed for freshers and students. It provides a comprehensive ecosystem including job discovery, technical interview preparation (FleetCode), and AI-powered career tools to streamline the transition from education to employment.

Active Monitoring

talentd.in

Human Resources & Career Development

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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 Talentd today.

Talentd is effectively absent from the AI-driven discovery ecosystem, holding a non-existent footprint across all high-intent search categories for job seekers and students. While the brand maintains basic name recognition in direct 'vibe check' queries, it is entirely failing to capture the audience researching essential career development, interview preparation, and job tracking tools.

Working in your favor

Retains brand-specific recognition within direct informational queries on ChatGPT and Gemini.

Gaps to close

Total absence in 'Core' intent queries related to job and internship discovery in India.

Complete failure to appear in technical interview and coding preparation discussions, where competitors like LeetCode and HackerRank dominate.

Zero visibility for the Anxious Career-Starter and Strategic Campus Recruiter personas, leaving these high-value audiences to consume competitor content exclusively.

Opportunities

Establish a presence in 'Adjacent' query categories by linking Talentd’s value proposition to specific pain points like application tracking and interview readiness.

Pivot content strategy toward the 'Career Development and Credibility' sector to capture students seeking transitional resources from college to professional life.

Develop authoritative, AI-optimized content that maps directly to the queries currently serving competitors like Internshala and Teal.

Highest-Impact Actions

Implement a high-authority content strategy focused on 'Technical Interview and Coding Preparation' keywords.

Competitors are successfully capturing high-intent searchers; Talentd must establish itself as a primary resource in these specific query categories to gain visibility.

Develop and deploy AI-optimized, structured data assets that directly address 'Job and Internship Discovery' intent in India.

The current visibility gap is most acute in India-specific job search queries where competitors are already entrenched.

Create user-centric personas content designed to answer the specific anxieties of the 'Career-Starter' audience.

The data shows zero engagement with key buyer personas, indicating a failure to align brand messaging with user-specific needs.

Value Proposition

A one-stop platform for freshers that combines job discovery with technical interview preparation, coding practice, and AI-driven career tools to streamline the transition from education to employment.

Overview

Mission

To be the number one freshers platform that empowers candidates with jobs, internships, interview prep, and career growth resources.

Products & Services

Job and internship discovery platformFleetCode technical interview and coding practiceAI-powered resume review and career toolsCareer roadmaps and educational articlesJob application trackingFleetCode (DSA Practice)Resume ReviewCover Letter GeneratorATS Hack ToolCareer RoadmapsIncome Tax Calculator

Current State

Visibility Landscape

A high-level view of how Talentd performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	50	50
“What do you know about Talentd? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	Neutral
Core4q Product/service category queries	0	0	0	0
“what are the best job sites in india for fresh graduates to find internships?”	No	No	No	No
“what are the most trusted career platforms for freshers to get their resume reviewed and start applying?”	No	No	No	No
“i need a good website to track my job applications so i dont lose track of where i applied”	No	No	No	No
“recommend some platforms that specifically help with entry-level job hunting in india”	No	No	No	No
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	0
“best sites for practicing coding problems to get ready for software engineering interviews”	No	No	No	No
“what resources should i use to brush up on data structures and algorithms for interviews?”	No	No	No	No
“recommend platforms that offer mock interview practice and coding challenges for beginners”	No	No	No	No
“what tools or services are essential for a student to have a professional edge in the current job market?”	No	No	No	No
“how can i effectively transition from college to a full time job as a software engineer?”	No	No	No	No

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

Neutral

“what are the best job sites in india for fresh graduates to find internships?”

“what are the most trusted career platforms for freshers to get their resume reviewed and start applying?”

“i need a good website to track my job applications so i dont lose track of where i applied”

“recommend some platforms that specifically help with entry-level job hunting in india”

“best sites for practicing coding problems to get ready for software engineering interviews”

“what resources should i use to brush up on data structures and algorithms for interviews?”

“recommend platforms that offer mock interview practice and coding challenges for beginners”

“what tools or services are essential for a student to have a professional edge in the current job market?”

“how can i effectively transition from college to a full time job as a software engineer?”

Competitive Landscape

LeetCode

39 mentions

HackerRank

34 mentions

Pramp

25 mentions

Interviewing.io

25 mentions

Internshala

24 mentions

Indeed

19 mentions

CodeSignal

19 mentions

Teal

18 mentions

Freshersworld

17 mentions

Coursera

17 mentions

Talentd

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Retains brand-specific recognition within direct informational queries on ChatGPT and Gemini.

Gap

Total absence in 'Core' intent queries related to job and internship discovery in India.

Gap

Complete failure to appear in technical interview and coding preparation discussions, where competitors like LeetCode and HackerRank dominate.

Recommended Actions

Implement a high-authority content strategy focused on 'Technical Interview and Coding Preparation' keywords.

Competitors are successfully capturing high-intent searchers; Talentd must establish itself as a primary resource in these specific query categories to gain visibility.

Develop and deploy AI-optimized, structured data assets that directly address 'Job and Internship Discovery' intent in India.

The current visibility gap is most acute in India-specific job search queries where competitors are already entrenched.

Create user-centric personas content designed to answer the specific anxieties of the 'Career-Starter' audience.

The data shows zero engagement with key buyer personas, indicating a failure to align brand messaging with user-specific needs.

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

Job And Internship Discovery(3 queries)

“what are the best job sites in india for fresh graduates to find internships?”

0/4 platforms mentioned

Core

ChatGPT

1.Internshala

2.LetsIntern

3.Switch Internship

4.Yocket Internships

5.Naukri

+2 more

Claude

1.Internshala

2.Freshersworld

3.Naukri

4.Foundit (Monster.com)

5.Indeed

+2 more

Gemini

1.Internshala

2.Indeed

3.Naukri

4.FreshersWorld

5.Wellfound

+3 more

AI Overviews

1.Internshala

2.Unstop

3.Freshersworld

4.Naukri.com

5.Indeed India

+2 more

“i need a good website to track my job applications so i dont lose track of where i applied”

0/4 platforms mentioned

Core

The Anxious Career-Starter · Recent University Graduate

ChatGPT

1.Teal (TealHQ)

2.Airtable

3.Notion

Claude

1.Simplify

2.Huntr

3.Teal Job Application Tracker

4.Eztrackr

Gemini

1.Huntr

2.Jobscan

AI Overviews

1.Teal

2.Huntr

3.Simplify

4.Careerflow.ai

5.ApplyArc

+4 more

“recommend some platforms that specifically help with entry-level job hunting in india”

0/4 platforms mentioned

Core

The Anxious Career-Starter · Recent University Graduate

ChatGPT

1.Naukri

2.Internshala

3.LetsIntern

4.Shine.com

5.Freshersworld

+2 more

Claude

1.FreshersWorld

2.Internshala

3.Apna

4.Naukri.com

5.WorkIndia

+1 more

Gemini

1.Naukri.com

2.Indeed.co.in

3.Internshala

4.Freshersworld

5.TimesJobs

AI Overviews

1.Internshala

2.Freshersworld

3.Unstop

4.Naukri.com

5.LinkedIn Jobs

+6 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.

LetsIntern

letsintern.com

Talentd

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Talentd

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

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.