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

Visibility16

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

16/100

Invisible

Sentiment Score

82/100

AI Perception

Summary

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Archimetis?

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Conversation Analysis

Topics

What conversations is Archimetis included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Archimetis to, and when?

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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

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

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

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

Implementing Industrial AI Platforms(1 query)

“best industrial AI platform for refineries to help with predictive maintenance”

0/3 platforms mentioned

Claude

1.GE Digital Predix

2.Siemens MindSphere

3.Microsoft Azure Industrial IoT

4.AVEVA

5.Schneider Electric

+3 more

Gemini

1.Aspen Mtell

2.AspenTech

3.BHC3

4.Baker Hughes

5.C3 AI

+16 more

AI Overviews

1.Augury

2.Imubit

3.Aspen Mtell

4.AspenTech

5.Maximo

+3 more

Industrial Tech Trust & Vendor Comparison(1 query)

“who are the most trusted industrial technology companies for process optimization right now”

0/4 platforms mentioned

ChatGPT

1.Siemens

2.Xcelerator

3.MindSphere

4.ABB

5.ABB Ability

+38 more

Claude

1.Siemens

2.Siemens Automation and Drives

3.Schneider Electric

4.EcoStruxure

5.ABB

+12 more

Gemini

1.Siemens

2.Xcelerator

3.Emerson Electric

4.Plantweb Digital Ecosystem

5.Rockwell Automation

+27 more

AI Overviews

1.Siemens

2.Xcelerator

3.ABB

4.Schneider Electric

5.Gartner

+16 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

Complete absence (0% visibility) in Google AI Overviews, a critical gap for capturing top-of-funnel organic interest.

Gap

Severe underperformance with 'Strategic Digital Transformation Leads' (8% mention rate), the primary persona responsible for enterprise-wide scaling.

Gap

Total lack of presence in trust-based and vendor comparison queries where incumbents like AspenTech and Honeywell currently dominate.

Opportunity

Capitalize on Claude’s high affinity for the brand by syndicating technical documentation and success stories to platforms where Gemini and ChatGPT are lagging.

Opportunity

Bridge the 'Trust Gap' by developing content specifically optimized for vendor comparison queries to challenge the dominance of legacy players like AVEVA and Seeq.

Opportunity

Leverage the brand's strong positive sentiment to create persona-specific 'Implementation Blueprints' for skeptical process engineers.

Technical Health

Site Health for AI Visibility

How well Archimetis's website is optimized for AI agent discovery and comprehension.

88/100

17 passed 3 warnings 1 issues

Audited 3/2/2026

Crawlability90

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO98

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

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

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations 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

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

How AI Is Transforming Industrial Plant Maintenance

https://www.propelapps.com/blog/ai-in-industrial-plant-maintenance

Referenced in 1 query

Review

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

https://www.linkedin.com/pulse/artificial-intelligence-innovations-sap-s4hana-cloud-private-vhqff

Referenced in 1 query

Pitch Story

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

https://www.linkedin.com/pulse/ai-maintenance-compliance-asset-management-future-matt-wilkie-oieoe

Referenced in 1 query

Pitch Story

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

https://www.sciencedirect.com/science/article/abs/pii/S0013935125027021

Referenced in 1 query

Review

The Intelligent System for Resilient Food Production

https://www.v-greens.com/stories/the-future-of-agriculture-how-ai-and-data-are-transforming-vertical-farming

Referenced in 1 query

Review

Artificial Intelligence: How could it transform agriculture?

https://alliancebioversityciat.org/stories/artificial-intelligence-transform-agriculture

Referenced in 1 query

Review

A Next-Gen Approach to Scalable API Production

https://www.news-medical.net/news/20251217/Flow-chemistry-AI-and-NMR-A-next-gen-approach-to-scalable-API-production.aspx

Referenced in 1 query

Review

Driving Improvement Projects with Generative AI and Lean Six Sigma

https://www.linkedin.com/pulse/driving-improvement-projects-generative-ai-lean-six-sigma-banerjee-kwdtc

Referenced in 1 query

Pitch Story

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

https://www.nature.com/articles/s41598-025-11116-5

Referenced in 1 query

Review

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

https://www.slideserve.com/thousenselite/ai-based-forecasting-demand-forecasting-through-machine-learning

Referenced in 1 query

Review

Deep learning in wastewater treatment: a critical review

https://www.sciencedirect.com/science/article/pii/S0043135423009582

Referenced in 1 query

Review

Optimisation with changing environmental conditions

https://nubopy.com/_build/html/envbo.html

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Archimetis's resources to help users.

Dominate Google AI Overviews Through Technical SEO

Address the critical 0% visibility gap in Google AI Overviews by implementing comprehensive structured data markup and technical SEO optimization. This campaign will ensure Archimetis appears when industrial decision-makers ask AI assistants about refinery optimization, process manufacturing AI, and plant efficiency solutions. Social media will amplify technical content that reinforces search authority and drives backlinks from industry sources.

The Hidden Cost of Being Invisible to AI Search in Industrial Operations

How Structured Data Transforms Industrial AI Vendors from Unknown to Unmissable

5 Technical SEO Mistakes Keeping Industrial Tech Companies Out of AI Results

What Google AI Overviews Actually Look for in Industrial Technology Content

Why Your Plant Optimization Solution Isn't Showing Up When Buyers Ask AI

Establish Strategic Authority with Executive Whitepapers

Transform Archimetis from a tactical tool to a strategic partner by developing executive-level content focused on ROI and digital transformation strategy, directly addressing the 8% mention rate among Strategic Digital Transformation Leads. Whitepapers will be promoted through LinkedIn thought leadership campaigns and industry publication partnerships, creating high-authority content that LLMs reference when answering strategic planning queries.

Calculating the True ROI of AI-Powered Industrial Operations in 2026

Digital Transformation Roadmap: From Reactive Maintenance to Predictive Excellence

Why C-Suite Leaders Are Rethinking Industrial AI Investment Strategies

The Strategic Imperative: Moving Beyond Point Solutions in Process Manufacturing

5 Questions Every Board Should Ask About Industrial AI Readiness

Launch Competitive Comparison Content Against Legacy Vendors

Position Archimetis in vendor comparison and 'most trusted' queries where the brand is currently absent by creating direct comparison content referencing AspenTech, Honeywell, and other legacy incumbents. This content strategy ensures Archimetis appears during the final stages of buyer journeys when AI assistants are asked to compare industrial AI solutions, supported by social proof campaigns highlighting differentiation.

Legacy vs. Modern: What 20-Year-Old Industrial Software Can't Do for You

Honest Comparison: Archimetis vs. Traditional Process Optimization Platforms

Why Refineries Are Switching from Legacy Vendors to AI-Native Solutions

The Real Difference Between Industrial AI and Upgraded Legacy Systems

What Plant Managers Wish They Knew Before Choosing Their Last Vendor

Optimize Cross-Platform LLM Visibility and Documentation

Close the visibility gap between Claude (47% mention) and Gemini/ChatGPT (13%) by optimizing technical documentation, knowledge base content, and structured information specifically for how different LLMs ingest and value data. Social channels will distribute technical content in formats that each AI platform prioritizes, ensuring consistent brand presence across all major AI assistants used by industrial buyers.

How Different AI Assistants Find and Recommend Industrial Technology Solutions

Technical Documentation Best Practices for the AI-First Discovery Era

Why Your Industrial AI Solution Appears on Some AI Platforms But Not Others

The Documentation Gap: What LLMs Need to Recommend Your Technology

Optimizing Knowledge Bases for Multi-Platform AI Visibility

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Optimize technical documentation for Gemini and ChatGPT to mirror the success seen on Claude.

The disparity between Claude (47% mention) and Gemini (13%) suggests that the brand's data is not being ingested or valued equally across all major LLMs.

Impact: Medium

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