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

Get a demo

Duty Ventures

Visibility0

Vibe100

Businesses/Information Technology & Services/Duty Ventures

AI Visibility & Sentiment

Duty Ventures

Duty Ventures is a customer-oriented software design and engineering firm specializing in MVP development, custom software, and cloud consulting. They act as a strategic partner for startups and enterprises, offering a 'doer' mentality that focuses on speed, scalable architecture, and seamless team integration.

Active Monitoring

dutyventures.com

Information Technology & Services

AI Visibility Score

0/100

Invisible

Sentiment Score

100/100

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 Duty Ventures today.

Duty Ventures is currently effectively absent from the AI-driven consideration phase for custom software development services, allowing competitors like Netguru and ELEKS to capture critical decision-maker intent. While the brand maintains a clear factual identity when explicitly queried by name, it fails to translate that brand recognition into recommendations when prospective clients seek expert technical partners.

Working in your favor

Successful established factual identity with high-confidence recognition across ChatGPT, Claude, Gemini, and AI Overviews when directly queried.

Gaps to close

Total absence in high-intent purchase cycles regarding MVP development, custom web/mobile build partners, and software engineering consultations.

Failure to capture traffic from competitive 'alternative to' search queries where prospects actively research market leaders.

Lack of thought leadership presence in technical scalability and monolithic-to-microservices transition discourse.

Opportunities

Positioning Duty Ventures as a primary alternative to established firms like Netguru or STX Next through targeted content that highlights unique value propositions.

Building a technical 'knowledge graph' within LLMs by publishing case studies that link the brand to specific frameworks and scalability solutions.

Engaging enterprise decision-makers by creating authoritative long-form content around modern architectural transitions and MVP vetting frameworks.

Highest-Impact Actions

Develop a 'Partner Selection Guide' pillar page focused on vetting software agencies.

Directly addresses the frequent queries from leads looking for criteria on how to select development partners, establishing Duty Ventures as a trusted advisor rather than just a vendor.

Implement a 'Competitive Comparison' content strategy.

Targets the specific search intent of users comparing market alternatives, positioning Duty Ventures as a viable, high-quality replacement for industry-saturated names.

Publish technical whitepapers on 'Monolithic to Scalable Architecture' transformations.

Connects the brand to high-value technical queries where enterprise leads are currently defaulting to competitors or generic industry frameworks.

Value Proposition

We turn your vision into a stunning digital experience by providing in-house specialists, a free 2-week trial, and a proven, agile development process that treats us as an extension of your team.

Overview

Mission

To make your dream product a reality by providing world-class software design and engineering.

Products & Services

MVP DevelopmentCustom Web & Mobile DevelopmentSaaS & Enterprise SoftwareData Visualization & AnalyticsApp Maintenance & SupportWeb App DevelopmentMobile App Development (iOS/Android)UX/UI DesignQA & Software TestingCloud Consulting (AWS, GCP, Azure)Data Visualization

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
Core4q Product/service category queries	0	0	0	0
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	0

Competitive Landscape

Netguru26 mentions

ELEKS21 mentions

Kubernetes19 mentions

ScienceSoft17 mentions

Jira17 mentions

Prometheus17 mentions

Grafana17 mentions

Docker15 mentions

Intellectsoft14 mentions

N-iX14 mentions

Duty Ventures0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successful established factual identity with high-confidence recognition across ChatGPT, Claude, Gemini, and AI Overviews when directly queried.

Gap

Total absence in high-intent purchase cycles regarding MVP development, custom web/mobile build partners, and software engineering consultations.

Gap

Failure to capture traffic from competitive 'alternative to' search queries where prospects actively research market leaders.

Recommended Actions

Develop a 'Partner Selection Guide' pillar page focused on vetting software agencies.

Directly addresses the frequent queries from leads looking for criteria on how to select development partners, establishing Duty Ventures as a trusted advisor rather than just a vendor.

Implement a 'Competitive Comparison' content strategy.

Targets the specific search intent of users comparing market alternatives, positioning Duty Ventures as a viable, high-quality replacement for industry-saturated names.

Publish technical whitepapers on 'Monolithic to Scalable Architecture' transformations.

Connects the brand to high-value technical queries where enterprise leads are currently defaulting to competitors or generic industry frameworks.

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

MVP And Custom Software Development Partner Selection(3 queries)

“who are the best software development agencies for building a saas mvp from scratch”

0/4 platforms mentioned

Core

ChatGPT

1.thoughtbot

2.Calendly

3.Railsware

4.DockYard

5.Hashrocket

+12 more

Claude

1.Brights

2.Intellectsoft

3.WebClues Infotech

4.Modall

5.React

+4 more

Gemini

1.DBB Software

2.F22 Labs

3.Relevant Software

4.Digital Scientists

5.Glorium Technologies

+22 more

AI Overviews

1.Modall

2.Netguru

3.Simform

4.Altar.io

5.Relevant Software

+8 more

“best custom web and mobile development firms for startups that offer a trial period to check code quality”

0/3 platforms mentioned

Core

The Technical Scale-Up Founder · Founder/CTO

Claude

1.Zazz

2.Manek Tech

3.Wawandco

4.Designli

5.SumatoSoft

+2 more

Gemini

1.Dev Team Inc.

2.Toptal

3.Simform

4.Netguru

5.AgileEngine

+3 more

AI Overviews

1.Solwey Consulting

2.Dev Team Inc

3.Web Development Labs

4.Airtable

5.Webflow

+6 more

“give me a list of reliable software design and engineering agencies in europe that work with us-based clients”

0/3 platforms mentioned

Core

The Technical Scale-Up Founder · Founder/CTO

Claude

1.N-iX

2.Weinmann Emergency

3.Lebara

4.Currencycloud

5.EPAM

+14 more

Gemini

1.N-iX

2.ELEKS

3.SoftServe

4.Netguru

5.STX Next

+14 more

AI Overviews

1.N-iX

2.Netguru

3.STRV

4.SoftServe

5.Ciklum

+8 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.

thoughtbot

thoughtbot.com

Duty Ventures

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Information Technology & Services

Start gettingrecommended by AI.

Frequently asked questions

Duty Ventures

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Information Technology & Services

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.