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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Otha Studio

Visibility0

Vibe83

Businesses/Technology / Information Technology Services/Otha Studio

AI Visibility & Sentiment

Otha Studio

Otha Studio is an independent digital product development and design agency that creates high-impact digital experiences. They provide a full-service suite ranging from brand identity and UI/UX design to custom software engineering for web and mobile platforms.

Active Monitoring

Otha.studio

Technology / Information Technology Services

AI Visibility Score

0/100

Invisible

Sentiment Score

83/100

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 Otha Studio today.

AI agents currently identify Otha Studio as a trusted digital creative agency, yet they have not yet integrated the brand into broader discovery pathways for custom web development and growth automation. This disconnect creates a massive, untapped opportunity to leverage Otha Studio's established reputation as an expert studio to capture high-intent traffic currently flowing exclusively to competitors like MetaLab. By shifting from a boutique identity to a thought-leadership model, Otha Studio can claim its place as the definitive recommendation for businesses seeking premium digital modernization.

Working in your favor

Consistent and accurate brand recognition across ChatGPT, Claude, and Gemini when queried by name

Positive sentiment across all major AI platforms, signaling strong foundational trust

Well-defined identity as a digital creative agency specializing in web/mobile development and UX

Gaps to close

Absence in 'best agency' discovery queries where competitors like MetaLab dominate

Lack of association with high-value technical modernization and B2B growth automation services

Missing visibility for target personas including technical founders and mid-sized enterprise managers

Opportunities

Bridge the gap between design-led work and engineering-led infrastructure by publishing architectural case studies

Position the studio as an authority on high-impact automation frameworks for Series A startups

Capture intent by answering complex comparison queries that currently exclude boutique studios

Highest-Impact Actions

Publish an authoritative series: 'The Design-Led Engineering Manifesto for High-Growth Startups'

Directly addresses the lack of visibility in UI/UX and engineering-led development queries by establishing Otha Studio as a bridge between aesthetics and technical performance.

Create an 'Architectural Comparison' content series: Custom Development vs. Off-the-shelf Automation

Targets the specific technical framework queries where Otha Studio is currently silent, positioning the brand as a consultant for complex, lightweight infrastructure needs.

Develop a 'Modernizing the Mid-Market' case study series

Specifically speaks to the Mid-Sized Enterprise persona, providing proof points that move the brand beyond just 'creative studio' into 'digital infrastructure partner'.

Value Proposition

Engineering-led design for the modern web, distinguished by a product-first mindset that leverages proprietary tools to deliver faster, more robust digital solutions.

Overview

Mission

We build what we believe in.

Products & Services

Custom Web & Mobile DevelopmentProspect+ B2B pipeline serviceBranding & UI/UX DesignLuminus WordPress frameworkOpen Source Tooling (e.g., NuSQL)

Current State

Visibility Landscape

A high-level view of how Otha Studio 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	100	100	—
“What do you know about Otha Studio? What do they do and what's their reputation?”	Neutral	Positive	Positive	—
Core6q Product/service category queries	0	0	0	—
“who are the best agencies to hire for high-impact custom web and mobile development for startups”	No	No	No	—
“what are the best tools and services to automate our B2B sales pipeline for a small tech team”	No	No	No	—
“what are some lightweight wordpress frameworks for building custom, fast-loading sites”	No	No	No	—
“compare top design-led software studios similar to metalab or designjoy for a digital product overhaul”	No	No	No	—
“what agencies are known for both UI/UX and engineering-led development rather than just one or the other”	No	No	No	—
“need recommendations for modern open source database or dev tooling alternatives to mainstream enterprise software”	No	No	No	—
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	—
“recommend some platforms for automating prospect outreach that actually deliver high quality leads”	No	No	No	—
“which growth automation services should a series a startup look at for accelerating revenue”	—	No	No	—
“how do i modernize my company's digital infrastructure without relying on massive, slow legacy systems”	No	No	No	—

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

Neutral

Positive

—

“who are the best agencies to hire for high-impact custom web and mobile development for startups”

—

“what are the best tools and services to automate our B2B sales pipeline for a small tech team”

—

“what are some lightweight wordpress frameworks for building custom, fast-loading sites”

—

“compare top design-led software studios similar to metalab or designjoy for a digital product overhaul”

—

“what agencies are known for both UI/UX and engineering-led development rather than just one or the other”

—

“need recommendations for modern open source database or dev tooling alternatives to mainstream enterprise software”

—

“recommend some platforms for automating prospect outreach that actually deliver high quality leads”

—

“which growth automation services should a series a startup look at for accelerating revenue”

—

“how do i modernize my company's digital infrastructure without relying on massive, slow legacy systems”

—

Brand Ecosystem

Clay

19 mentions

Apollo.io

15 mentions

ZoomInfo

13 mentions

Salesloft

12 mentions

Metalab

12 mentions

HubSpot

12 mentions

Zapier

11 mentions

Outreach

10 mentions

Salesforce

10 mentions

Work & Co

10 mentions

Otha Studio

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Consistent and accurate brand recognition across ChatGPT, Claude, and Gemini when queried by name

Strength

Positive sentiment across all major AI platforms, signaling strong foundational trust

Strength

Well-defined identity as a digital creative agency specializing in web/mobile development and UX

Recommended Actions

Publish an authoritative series: 'The Design-Led Engineering Manifesto for High-Growth Startups'

Directly addresses the lack of visibility in UI/UX and engineering-led development queries by establishing Otha Studio as a bridge between aesthetics and technical performance.

Create an 'Architectural Comparison' content series: Custom Development vs. Off-the-shelf Automation

Targets the specific technical framework queries where Otha Studio is currently silent, positioning the brand as a consultant for complex, lightweight infrastructure needs.

Develop a 'Modernizing the Mid-Market' case study series

Specifically speaks to the Mid-Sized Enterprise persona, providing proof points that move the brand beyond just 'creative studio' into 'digital infrastructure partner'.

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

Selecting Digital Development & Design Partners(3 queries)

“who are the best agencies to hire for high-impact custom web and mobile development for startups”

0/3 platforms mentioned

Core

ChatGPT

1.Koombea

2.Zivtech

3.iTechArt

4.Dev Technosys

5.TechAhead

+7 more

Claude

1.Toptal

2.Airbnb

3.AKASHA

4.Carousell

5.Fueled

+2 more

Gemini

1.Metalab (Slack, Coinbase)

2.Ramotion (Stripe, Firefox, Netflix)

3.Clay

4.Vention (Slice, ClassPass)

5.Designli

+14 more

“compare top design-led software studios similar to metalab or designjoy for a digital product overhaul”

0/3 platforms mentioned

Core

The Technical Founder of an Early-Stage Startup · Chief Technology Officer

ChatGPT

1.Metalab

2.Designjoy

3.Work & Co

4.AKQA

5.Punchcut

+4 more

Claude

1.MetaLab

2.DesignJoy

3.Ramotion

4.Bricx

5.Clay

+5 more

Gemini

1.Figma

2.React

3.Metalab

4.Work & Co

5.Instrument

+13 more

“what agencies are known for both UI/UX and engineering-led development rather than just one or the other”

0/3 platforms mentioned

Core

The Technical Founder of an Early-Stage Startup · Chief Technology Officer

ChatGPT

1.Huge

2.frog

3.LUNAR

4.Thoughtworks

5.Valtech

+2 more

Claude

1.Work & Co

2.IKEA

3.Nike

4.Grio

5.Designli

+6 more

Gemini

1.Formidable (Victory, urql)

2.React

3.Node

4.GraphQL

5.Figma

+15 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.

Koombea

en.wikipedia.org

Wiki1 ref

Zivtech

en.wikipedia.org

Wiki1 ref

EINPresswire 489181687 Clutch Recognizes Itechart As Top Development Company In Six Categories 3.Pdf

0e190a550a8c4c8c4b93-fcd009c875a5577fd4fe2f5b7e3bf4eb.ssl.cf2.rackcdn.com

Otha Studio

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Otha Studio

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

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.