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

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Archimetis

Visibility24

Vibe82

Businesses/Industrial Technology/Archimetis

AI Visibility & Sentiment

Archimetis

Archimetis is an industrial AI company that provides intelligent solutions for refineries, chemical plants, and process manufacturing facilities. Their platform helps industrial operations gain deeper insights and optimize performance to run at peak efficiency.

Active Monitoring

archimetis.ai

Industrial Technology Startups

AI Visibility Score

24/100

Low

Sentiment Score

82/100

Score by Reach

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 Archimetis today.

Archimetis has emerged as a specialized powerhouse within Claude, frequently securing the #1 position for complex process optimization queries, yet it suffers from a near-total visibility blackout on Google AI Overviews and high-intent vendor comparison searches. While the brand resonates powerfully with Efficiency-Obsessed Plant Managers, it is currently failing to reach executive decision-makers and strategic leads who dictate long-term technology investments.

Value Proposition

AI-powered visibility and smarter problem-solving for industrial operations, enabling facilities to see more, solve smarter, and run at their very best.

Overview

Mission

Empowering industrial facilities to see more, solve smarter, and run at their very best through intelligent AI solutions.

Products & Services

Industrial AI platform for refineriesAI solutions for chemical plantsProcess manufacturing optimizationOperational analytics and insightsTechnical support and account management

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini
Reputation Brand recognition & direct queries	35	54	8
Core Topics Product/service category queries	0	50	24
Growth Areas Adjacent, aspirational & visionary	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

AspenTech

26 mentions

Honeywell

24 mentions

Seeq

20 mentions

AVEVA

16 mentions

PI System

14 mentions

DeltaV

13 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant performance on Claude for 'Industrial Process Optimization' queries, achieving multiple #1 rankings.

Strength

High resonance with the 'Efficiency-Obsessed Plant Manager' persona, boasting a 50% mention rate and an average position of 5.7.

Strength

Perfect performance on 'brand vibe check' queries across ChatGPT, Claude, and AI Overviews, indicating a clear and well-understood brand identity when specifically queried.

Recommended Actions

Execute a technical SEO and structured data campaign specifically targeting Google AI Overviews.

Archimetis currently has 0% visibility in AI Overviews; capturing this space is essential for moving beyond a niche technical tool to a recognized industry leader.

Develop and publish executive-level whitepapers focused on ROI and 'Digital Transformation' strategy.

The 8% mention rate among Strategic Digital Transformation Leads indicates the brand is viewed as a tactical tool rather than a strategic partner.

Launch a 'Competitive Comparison' content series that directly references legacy incumbents like AspenTech and Honeywell.

Archimetis is missing from all 'most trusted' and 'vendor comparison' queries, preventing it from being considered during the final stages of the buyer journey.

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

Industrial Process Optimization(3 queries)

“how to use AI to optimize chemical plant production and reduce energy waste”

0/4 platforms mentioned

Adjacent

ChatGPT

1.XGBoost

2.LightGBM

3.LSTM

4.Aspen Plus

5.Modelica

+46 more

Claude

1.Aspentech

2.aspenONE

3.Honeywell

4.Forge

5.Siemens

+1 more

Gemini

1.Aspen Mtell

2.AspenTech

3.Falkonry

4.AVEVA Process Simulation

5.Siemens gPROMS

+7 more

AI Overviews

No brands listed

“ways to improve yields in a refinery using software, what specific products should I look at”

1/4 platforms mentioned

Core

The Efficiency-Obsessed Plant Manager · Operations Manager

ChatGPT

1.AspenTech DMCplus

2.Honeywell Resolve

3.Profit Controller

4.Experion

5.Yokogawa KBC APC

+31 more

Claude

1.Archimetis

2.Aspen Mtell

3.Aspen

4.GE Digital Predix

5.Honeywell Experion PKS

+7 more

Gemini

1.Aspen

2.PIMS

3.Imubit

4.Honeywell

5.Emerson

+6 more

AI Overviews

1.Aspen GDOT

2.Imubit Deep Learning Process Control

3.AVEVA Process Optimization

4.Aspen PIMS-AO

5.AVEVA Unified Supply Chain

+7 more

“help me find process manufacturing optimization tools that use real-time data”

1/3 platforms mentioned

Core

The Efficiency-Obsessed Plant Manager · Operations Manager

Claude

1.Archimetis

2.Aspen

3.Aveva Process Simulation

4.Honeywell

5.Seeq

+5 more

Gemini

1.Honeywell

2.Aspen

3.Imubit

4.APC

5.Seeq

+7 more

AI Overviews

1.Plex Smart Manufacturing Platform

2.Siemens Opcenter

3.GE Vernova Proficy

4.Gartner

5.Seeq

+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.

How AI Is Transforming Industrial Plant Maintenance

propelapps.com

Web1 ref

Artificial Intelligence Innovations in SAP S/4HANA Cloud Private Edition

linkedin.com

Social1 ref

AI in Maintenance, Compliance, and Asset Management: Transforming the Future of Facilities Management

linkedin.com

Social1 ref

Advancing carbon-neutral wastewater treatment: Artificial intelligence-driven strategies for emission mitigation and process optimization

sciencedirect.com

Web1 ref

The Intelligent System for Resilient Food Production

v-greens.com

Web1 ref

Artificial Intelligence: How could it transform agriculture?

alliancebioversityciat.org

Web1 ref

A Next-Gen Approach to Scalable API Production

news-medical.net

Web1 ref

Driving Improvement Projects with Generative AI and Lean Six Sigma

linkedin.com

Social1 ref

Hybrid AI and semiconductor approaches for power quality improvement | Scientific Reports

nature.com

Web1 ref

PPT - AI-Based Forecasting: Demand Forecasting Through Machine Learning PowerPoint Presentation - ID:12508771

slideserve.com

Web1 ref

Deep learning in wastewater treatment: a critical review

sciencedirect.com

Web1 ref

Optimisation with changing environmental conditions

nubopy.com

Web1 ref

Home

innovations.ncst.mw

Web1 ref

Best AI-driven Drug Discovery LIMS Software in 2026: Complete Buyer's Guide

scispot.com

Web1 ref

The Role of AI in Enhancing Valve Performance

dynaquip.com

Web1 ref

Competitive Landscape

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

AspenTech26 mentions

Honeywell24 mentions

Seeq20 mentions

AVEVA16 mentions

PI System14 mentions

DeltaV13 mentions

Siemens13 mentions

Honeywell Forge11 mentions

Emerson11 mentions

Aspen11 mentions

Archimetis10 mentions

Brand Identity

Brand Voice & Style

How AI perceives Archimetis's communication style and personality

Archimetis communicates with a sophisticated yet accessible tone that balances technical expertise with clarity. The brand voice is confident and forward-thinking, positioning the company as an innovative leader in industrial AI. Messaging emphasizes empowerment and optimization, using concise, impactful statements that resonate with technical decision-makers while avoiding unnecessary jargon. The overall communication style is professional, aspirational, and solution-oriented.

Core Tone Traits

Confident & Visionary

Bold statements about capabilities and future potential without being boastful

Technical yet Accessible

Demonstrates deep industry expertise while remaining clear and understandable

Solution-Oriented

Focuses on outcomes and benefits rather than features alone

Professional & Trustworthy

Maintains credibility appropriate for enterprise B2B relationships

Backing

Investors

Homebrew

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 March 2, 2026.

Explore Industrial Technology

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Overview AI

35/100

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