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.

Businesses/Environmental Measurement & Instrumentation/Vaisala

AI Visibility & Sentiment

Vaisala

Vaisala is a global leader in measurement instruments and intelligence for climate action. With 90 years of innovation, they manufacture over 1 million sensors annually and provide weather and industrial solutions that help authorities, industries, and innovators worldwide make data-driven decisions in demanding environments.

Active Monitoring

Environmental Measurement & Instrumentation

AI Visibility Score

78/100

Good

Sentiment Score

69/100

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Vaisala today.

Vaisala exhibits excellent AI visibility with a strong overall score of 80/100. The brand performs exceptionally well across major AI platforms like ChatGPT, Claude, and Gemini, particularly in brand trust and precision industrial monitoring queries. However, Vaisala has a significant gap in AI Overviews and could improve visibility in renewable energy site planning.

Overview

Mission

Transforming reliable measurements into trustworthy data that drives insights and enables confident action in climate and environmental monitoring, backed by 90 years of pioneering innovation.

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	—	—	—	—
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

—

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Campbell Scientific

37 mentions

Rotronic

15 mentions

Kipp & Zonen

15 mentions

OTT HydroMet

11 mentions

Campbell

10 mentions

Testo

8 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Vaisala dominates brand trust and category comparison queries, consistently ranking #1 across ChatGPT, Claude, and Gemini. Examples include queries like 'vaisala vs campbell scientific for weather stations which is...' and 'is Vaisala worth the price for industrial humidity sensors'.

Strength

Vaisala also performs very well in precision industrial monitoring queries. For example, the brand ranks highly for 'help me pick sensors for a pharmaceutical warehouse that nee...'

Strength

High mention rate on ChatGPT, Claude and Gemini indicates strong recognition and relevance in AI-generated responses.

Recommended Actions

Optimize content for AI Overviews by creating concise, authoritative answers to frequently asked questions about Vaisala's products and applications. Focus on clear definitions, benefits, and use cases.

The low mention rate in AI Overviews (27%) indicates a significant missed opportunity to capture users seeking quick, summarized information. Improving AI Overview presence can drive significant brand awareness and traffic.

Develop targeted content addressing weather monitoring solutions for renewable energy, specifically solar utilities. Create case studies, blog posts, and application notes showcasing Vaisala's expertise in this area.

Weaker performance on 'help me plan a weather monitoring setup for a new solar util...' suggests a need for more specialized content to improve AI rankings for this growing market segment.

Conduct a competitive analysis of Campbell Scientific's AI visibility to identify their strengths and weaknesses. Analyze their content, website structure, and AI platform performance to uncover opportunities for Vaisala to improve its own visibility.

Campbell Scientific is Vaisala's top competitor, and understanding their AI strategy is crucial for maintaining a competitive edge. Their higher average position, despite fewer mentions, suggests that their content may be better optimized for AI platforms.

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

Precision Industrial Monitoring(3 queries)

“how to keep humidity levels stable in a cleanroom for semiconductor manufacturing”

3/4 platforms mentioned

ChatGPT

1.Nortec (Condair Group)

2.Armstrong International

3.Spirax Sarco

4.Condair

5.Carel

12.Vaisala

+9 more

Claude

1.Munters

2.DRI (Desert Research Institute)

3.Carrier

4.Trane

5.Vaisala

+5 more

Gemini

1.Munters

2.Bry-Air

3.DriSteem

4.Condair

5.Stulz

6.Vaisala

+7 more

AI Overviews

No brands listed

“best sensors for monitoring air quality and cooling in a massive data center”

2/4 platforms mentioned

ChatGPT

1.TSI DustTrak DRX 8533/8534

2.Vaisala AQT530

3.Vaisala AQT560

4.Alphasense OPC-N3

5.Sensirion SPS30

+49 more

Claude

1.Sensirion SHT85

2.Vaisala HMP110

3.Texas Instruments HDC2080

4.Honeywell HIH8000 Series

5.Modern Device Wind Sensor Rev. P

+21 more

Gemini

1.Schneider Electric

2.NetBotz

3.Packet Power

4.Vertiv

5.Geist

+20 more

AI Overviews

1.AKCP

2.ITWatchDogs

3.AVTECH

4.American Power Conversion

5.Temperature @Lert

+2 more

“help me pick sensors for a pharmaceutical warehouse that needs to meet strict compliance”

3/3 platforms mentioned

ChatGPT

1.Vaisala

2.Testo

3.Hanwell

4.Ellab

5.Sensitech

+7 more

Claude

1.Vaisala HMT330 Series

2.Rotronic RMS-LOG-T/H

3.Testo Saveris 2

4.Elpro LIBERO GE

5.Dickson

+11 more

Gemini

1.Vaisala

2.Testo

3.Rotronic

4.Dickson

5.ELPRO

+9 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.

Cleanroom Temperature & Humidity Control - Air Innovations

airinnovations.com

Web1 ref

APC NetBotz

apc.com

Web1 ref

Solar Project Anatomy: Exploring Remote Monitoring ...

aioverviews.com

Web1 ref

Affordable Solar Panel Monitoring Setup for Weather and ...

aioverviews.com

Web1 ref

5 Essential Factors To Consider While Setting Up Weather ...

aioverviews.com

Web1 ref

How to Install a Weather Station?

aioverviews.com

Web1 ref

How to Monitor Solar Panel Output: The Complete Guide

aioverviews.com

Web1 ref

Lightning safety at airports: know when to stop & resume ...

vaisala.com

Web1 ref

Lightning detection for aviation: Safer, more efficient ...

vaisala.com

Web1 ref

REI

rei.com

Web1 ref

OutdoorGearLab

outdoorgearlab

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Vaisala.

Campbell Scientific37 mentions

Vaisala31 mentions

Rotronic15 mentions

Kipp & Zonen15 mentions

OTT HydroMet11 mentions

Campbell10 mentions

Testo8 mentions

Dickson7 mentions

Lufft6 mentions

Siemens5 mentions

Purafil5 mentions

Brand Identity

Brand Voice & Style

How AI perceives Vaisala's communication style and personality

Vaisala communicates with authoritative expertise grounded in 90 years of scientific innovation, while maintaining an accessible and purpose-driven tone focused on climate action. Their voice balances technical credibility with a forward-looking optimism about sustainable growth and environmental stewardship. They speak confidently about data and measurement precision while connecting these capabilities to meaningful global impact.

Core Tone Traits

Authoritative & Expert

Speaks with confidence backed by 90 years of measurement expertise and global scale

Purpose-Driven

Consistently connects products and services to climate action and sustainable outcomes

Data-Centric

Emphasizes reliability, precision, and the power of trustworthy data for decision-making

Pioneering & Innovative

Highlights continuous innovation and forward-thinking approach to environmental challenges

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned January 29, 2026.

Vaisala

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start getting recommended by AI

Frequently asked questions