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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Era Labs

Visibility0

Vibe50

Businesses/Technology/Era Labs

AI Visibility & Sentiment

Era Labs

Era Labs is a technology company developing an agentic operating system designed for the next generation of AI-driven hardware. Their flagship orchestration layer, Era Core, allows brands and creators to build model-agnostic, personality-driven AI devices that prioritize expression and identity over the traditional smartphone paradigm.

Active Monitoring

era.computer

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Era Labs today.

While AI agents currently identify Era Labs as a credible authority on 'expressive computing,' the brand remains an untapped secret in the high-growth AI wearable and orchestration ecosystem. There is a prime window to translate this existing foundational trust into top-of-mind recognition for developers and hardware designers who are currently relying on competitors for guidance.

Working in your favor

Direct brand recognition is high, with AI agents consistently able to define Era Labs as an 'expressive computing' entity when prompted directly.

Positive sentiment across all AI evaluation platforms, indicating that the brand's existing footprint is viewed favorably by LLMs.

Gaps to close

Missing from critical 'best-of' discovery queries regarding AI wearable platforms and agentic operating systems.

Invisible to key technical personas, specifically hardware leads and fashion tech designers seeking modular building blocks.

Lack of presence in comparison discourse where competitors like Rabbit, Humane, and Edge Impulse currently dominate the narrative.

Opportunities

Position Era Labs as the 'model-agnostic' alternative to the closed-ecosystem hardware currently dominating search results.

Leverage the unique brand identity of 'expressive computing' to differentiate from traditional edge computing providers.

Target the specific pain points of boutique hardware developers who are currently searching for modular integration tools.

Highest-Impact Actions

Publish an authoritative 'State of Expressive Computing' white paper for 2026

AI agents are currently citing competitors for 'best-of' lists because they have high-authority content; a comprehensive industry guide will establish Era Labs as the primary source for the nascent category.

Develop a 'Modular AI Hardware' content series

Hardware leads and boutique designers are searching for modular building blocks; this series directly answers the queries where Era Labs is currently missing.

Create an 'Era Labs vs. The Market' comparison series focusing on agentic OS capabilities

By directly addressing how Era Labs compares to current market leaders like Rabbit and Humane, you provide AI models with the comparative data they need to recommend your brand in discovery queries.

Value Proposition

Era Labs provides a modular, model-agnostic orchestration layer that enables the creation of 'expressive computing' devices, allowing hardware builders to bypass closed ecosystems like iOS and Android while maintaining unique brand personalities.

Overview

Mission

To power a world where AI devices evolve like jewelry—diverse, expressive, and identity-driven—through modular software and simple hardware building blocks.

Products & Services

Era Core Orchestration LayerAgentic Operating SystemModular Hardware Building BlocksModel-Agnostic AI Integration Tools

Current State

Visibility Landscape

A high-level view of how Era Labs 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 Era Labs? What do they do and what's their reputation?”	#1	#1	Yes	Yes
Core6q Product/service category queries	0	0	0	0
“what are the best AI wearable platforms to build on in 2026”	No	No	No	No
“what are the best model-agnostic AI integration tools for hardware companies right now”	No	No	No	—
“who are the most reliable providers of AI orchestration layers for non-smartphone devices”	No	No	No	No
“what are the top alternatives to Rabbit and Humane for my own custom AI hardware project”	No	No	No	No
“can you recommend some modular hardware building blocks for creating custom smart devices”	No	No	No	No
“compare the best agentic operating systems for boutique wearable designers”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	—
“what tools should i use if i want to build an AI device that actually has a unique personality”	No	No	No	—

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

Yes

“what are the best AI wearable platforms to build on in 2026”

“what are the best model-agnostic AI integration tools for hardware companies right now”

—

“who are the most reliable providers of AI orchestration layers for non-smartphone devices”

“what are the top alternatives to Rabbit and Humane for my own custom AI hardware project”

“can you recommend some modular hardware building blocks for creating custom smart devices”

“compare the best agentic operating systems for boutique wearable designers”

“what tools should i use if i want to build an AI device that actually has a unique personality”

—

Competitive Landscape

PyTorch

8 mentions

Edge Impulse

7 mentions

TensorFlow

7 mentions

LlamaIndex

6 mentions

LangChain

6 mentions

Raspberry Pi

6 mentions

Rabbit

6 mentions

Humane

6 mentions

LangChain (LangGraph)

5 mentions

Arduino

5 mentions

Era Labs

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Direct brand recognition is high, with AI agents consistently able to define Era Labs as an 'expressive computing' entity when prompted directly.

Strength

Positive sentiment across all AI evaluation platforms, indicating that the brand's existing footprint is viewed favorably by LLMs.

Gap

Missing from critical 'best-of' discovery queries regarding AI wearable platforms and agentic operating systems.

Recommended Actions

Publish an authoritative 'State of Expressive Computing' white paper for 2026

Develop a 'Modular AI Hardware' content series

Hardware leads and boutique designers are searching for modular building blocks; this series directly answers the queries where Era Labs is currently missing.

Create an 'Era Labs vs. The Market' comparison series focusing on agentic OS capabilities

By directly addressing how Era Labs compares to current market leaders like Rabbit and Humane, you provide AI models with the comparative data they need to recommend your brand in discovery queries.

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

AI Hardware And Wearable Platform Research(3 queries)

“what are the best AI wearable platforms to build on in 2026”

0/4 platforms mentioned

Core

ChatGPT

1.Android

2.Qualcomm (Snapdragon Wear Elite)

3.Open Wearables

Claude

1.Samsung (Galaxy Watches, Galaxy)

2.Warby Parker

3.Monster

4.Qualcomm (Wear Elite)

5.Ray-Ban

+4 more

Gemini

1.Oura (Oura Ring 4)

2.RingConn (RingConn Gen 2)

3.Samsung (Samsung Galaxy Ring, Samsung Health)

4.Evie Ring

5.Ray-Ban

+6 more

AI Overviews

1.Omi

2.Meta Ray-Ban

3.Plaud Developer Platform (Plaud)

4.Android XR

5.Wear OS 6

“what are the top alternatives to Rabbit and Humane for my own custom AI hardware project”

0/4 platforms mentioned

Core

Hardware Lead in Berlin · Hardware Lead

ChatGPT

1.Rabbit

2.Humane

3.LangGraph

4.LangChain

5.DSPy

+17 more

Claude

1.Omi

2.ADeus

3.OpenEarable

4.Project LUCI

5.Memories.ai

+5 more

Gemini

1.Rabbit

2.Humane

3.TensorFlow Lite for Microcontrollers

4.ONNX Runtime

5.Zephyr RTOS

+3 more

AI Overviews

No brands listed

“can you recommend some modular hardware building blocks for creating custom smart devices”

0/4 platforms mentioned

Core

Hardware Lead in Berlin · Hardware Lead

ChatGPT

1.Nordic

2.Espressif

3.NXP

4.Raspberry Pi

5.Bosch

+3 more

Claude

1.DFRobot (LattePanda Mu)

2.HARDWARIO (CHESTER)

3.E-BI

4.Zephyr

5.nRF Connect SDK

+4 more

Gemini

1.Raspberry Pi

2.Arduino

3.NXP

4.Espressif

5.Adafruit

+8 more

AI Overviews

1.Raspberry Pi

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.

Healthkit

developer.apple.com

Era Labs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Technology

Start gettingrecommended by AI.

Frequently asked questions

Era Labs

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.