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

Mazelab

Visibility0

Vibe50

Businesses/Information Technology/Mazelab

AI Visibility & Sentiment

Mazelab

Mazelab is a event tech provider focused on innovation, tech and creativity. we offer state of the art branded activations for events.

Active Monitoring

mazelab.cl

Information Technology

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Mazelab today.

While AI agents correctly identify Mazelab as a specialized firm in event and interactive technology, the brand currently occupies a silent space in high-intent discovery queries for software development and digital transformation. This represents a significant untapped opportunity to bridge the gap between Mazelab's recognized expertise in experiential tech and the broader demand for high-end agile development in the Latin American market.

Working in your favor

Established brand identity within ChatGPT and Claude as a recognized authority for interactive installations and event-based experiential technology.

Clear, consistent positioning in internal knowledge bases regarding the brand's niche focus.

Gaps to close

Complete lack of visibility in competitive discovery queries for custom software development agencies in Chile and broader Latin America.

Absence in search results for agile team augmentation and mobile application development, areas where competitors like Globant and Acid Labs currently dominate.

Underserved digital transformation advisory space, despite the brand's potential to offer a unique design-led perspective on business technology.

Opportunities

Leverage existing experiential tech authority to pivot into 'tech-forward' digital transformation, framing Mazelab as the agency that builds software with a better user experience.

Create authoritative content that bridges the divide between 'event tech' and 'agile software development' to capture stakeholders seeking innovation-heavy development partners.

Target specific persona needs in Santiago and Mexico City by addressing the unique challenges of building custom digital products in the region.

Highest-Impact Actions

Publish an authoritative 'State of Custom Software Development in Latin America' annual report.

Directly addresses the lack of visibility in regional software agency discovery queries and positions Mazelab as an analytical leader alongside major industry competitors.

Launch a 'Tech-Driven Experiences' case study series detailing the software architecture behind interactive installations.

Leverages Mazelab's existing reputation in experiential tech to prove their technical prowess in backend development and mobile engineering, bridging the gap to broader IT services.

Develop a thought-leadership guide: 'Why Agile Development Requires a UX-First Approach'.

Targets the digital transformation consulting niche by emphasizing Mazelab's design-centric methodology, differentiating them from pure-play IT outsourcing firms.

Value Proposition

event tech agency focused on tech activations for brands.

Overview

Mazelab is a event tech provider focused on innovation, tech and creativity. we offer state of the art branded activations for events.

Mission

To design and develop digital products that make a real impact on businesses and their users.

Products & Services

UX/UI Design & PrototypingCustom Web & Mobile DevelopmentProduct Strategy & DiscoveryDigital Transformation ConsultingDedicated Agile Development Squads

Current State

Visibility Landscape

A high-level view of how Mazelab 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	70	70
“What do you know about Mazelab? What do they do and what's their reputation?”	#1	#1	Yes	Yes
Core6q Product/service category queries	0	0	0	0
“who are the best custom software development agencies in chile for a complex fintech project”	No	No	No	No
“best event tech providers in south america for interactive branded activations”	No	No	No	No
“compare the top digital transformation consulting firms in chile for large enterprise projects”	No	No	No	No
“i need to hire an agile development squad in santiago, which companies have the best reputation”	No	No	No	No
“who can i hire to build a cool digital installation or tech activation for a trade show in chile”	No	No	No	No
“most reliable it outsourcing companies in latin america for high growth startups”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“what are the top dev shops in latin america for mobile app prototyping and product strategy”	No	No	No	No
“how can i make my brand booth more interactive using tech and who are the experts in latam for this”	No	No	No	No
“who has the best ux ui design portfolio in santiago for digital product development”	No	No	No	No

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

Yes

“who are the best custom software development agencies in chile for a complex fintech project”

“best event tech providers in south america for interactive branded activations”

“compare the top digital transformation consulting firms in chile for large enterprise projects”

“i need to hire an agile development squad in santiago, which companies have the best reputation”

“who can i hire to build a cool digital installation or tech activation for a trade show in chile”

“most reliable it outsourcing companies in latin america for high growth startups”

“what are the top dev shops in latin america for mobile app prototyping and product strategy”

“how can i make my brand booth more interactive using tech and who are the experts in latam for this”

“who has the best ux ui design portfolio in santiago for digital product development”

Competitive Landscape

Acid Labs

21 mentions

BairesDev

21 mentions

Rootstack

20 mentions

Globant

15 mentions

Clutch

11 mentions

Arkano

10 mentions

CodeNinja

10 mentions

Accenture

10 mentions

CodigoDelSur

10 mentions

Ancient

9 mentions

Mazelab

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Established brand identity within ChatGPT and Claude as a recognized authority for interactive installations and event-based experiential technology.

Strength

Clear, consistent positioning in internal knowledge bases regarding the brand's niche focus.

Gap

Complete lack of visibility in competitive discovery queries for custom software development agencies in Chile and broader Latin America.

Recommended Actions

Publish an authoritative 'State of Custom Software Development in Latin America' annual report.

Directly addresses the lack of visibility in regional software agency discovery queries and positions Mazelab as an analytical leader alongside major industry competitors.

Launch a 'Tech-Driven Experiences' case study series detailing the software architecture behind interactive installations.

Leverages Mazelab's existing reputation in experiential tech to prove their technical prowess in backend development and mobile engineering, bridging the gap to broader IT services.

Develop a thought-leadership guide: 'Why Agile Development Requires a UX-First Approach'.

Targets the digital transformation consulting niche by emphasizing Mazelab's design-centric methodology, differentiating them from pure-play IT outsourcing firms.

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

Software Development And Agile Outsourcing(3 queries)

“who are the best custom software development agencies in chile for a complex fintech project”

0/4 platforms mentioned

Core

ChatGPT

1.Thoughtworks

2.Adereso AI

3.Bertoni Solutions

4.N-iX

5.Flatirons Development

+1 more

Claude

1.Rootstack

2.Acid Labs

3.Arkano

4.Nnodes

5.Ki Teknology

+1 more

Gemini

1.Acid Labs

2.Arkano

3.Ancient

4.CodeNinja

5.Rootstack

+3 more

AI Overviews

1.Ancient

2.Rootstack

3.CodeNinja

4.Acid Labs

5.Arkano

+3 more

“i need to hire an agile development squad in santiago, which companies have the best reputation”

0/4 platforms mentioned

Core

SaaS Founder in Santiago · CEO & Founder

ChatGPT

1.Lömo

2.Clutch

3.Tubesoft

4.Rootstack

5.SoftServe

Claude

1.Rootstack

2.ACID Labs

3.Notch

4.Arkano

5.Genesys

Gemini

1.Ancient

2.CodeNinja

3.Vates

4.Acid Labs

5.GENESYS

+5 more

AI Overviews

1.Clutch.co

2.GoodFirms

3.CodeNinja

4.Acid Labs

5.Vates

+6 more

“what are the top dev shops in latin america for mobile app prototyping and product strategy”

0/4 platforms mentioned

Adjacent

SaaS Founder in Santiago · CEO & Founder

ChatGPT

1.Cheesecake Labs

2.BairesDev

3.UZER

4.Blue Pixel

5.Revolt

Claude

1.Koombea

2.Xmartlabs

3.The App Master

4.Cheesecake Labs

5.Nareia

+1 more

Gemini

1.Globant

2.BairesDev

3.Rootstrap

4.CodigoDelSur

5.Koombea

+3 more

AI Overviews

1.Koombea

2.Somnio Software

3.Designli

4.BairesDev

5.Octobot

+5 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.

Financial Services Insurance

thoughtworks.com

Mazelab

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Information Technology

Start gettingrecommended by AI.

Frequently asked questions

Mazelab

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Information Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.