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

Silkline

Visibility18

Vibe83

Businesses/Silkline

AI Visibility & Sentiment

Silkline

Silkline is a supply chain orchestration platform designed for advanced manufacturing industries including aerospace, defense, space, energy, and robotics. The platform streamlines procurement workflows, automates supplier communication, and provides enterprise-grade security with SOC 2 and ITAR compliance.

Active Monitoring

silkline.ai

Startups

AI Visibility Score

18/100

Invisible

Sentiment Score

83/100

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 Silkline today.

Silkline’s AI visibility is currently tethered to Gemini’s indexing, where it maintains a strong foothold in supplier scorecards and aerospace compliance, yet remains virtually non-existent in Google AI Overviews and ChatGPT. While the brand resonates with high-growth robotics executives, it is failing to capture critical procurement workflows, ceding the entire FAR and DFARS compliance territory to legacy competitors like Deltek and SAP.

Working in your favor

Dominant performance on Gemini for niche aerospace queries, securing the #1 spot for AS9100 and ISO compliance tools.

High resonance with the High-Growth Robotics COO persona, achieving a 53% mention rate and top-tier rankings in supplier scorecard queries.

Positive sentiment across 'brand vibe checks' on all major platforms, indicating a strong baseline reputation even when visibility is low.

Gaps to close

Zero visibility across all platforms for FAR and DFARS compliance, a critical blind spot in the enterprise procurement space.

Complete absence from Google AI Overviews for functional product queries like RFQ and quote comparison tools.

Underperformance in ChatGPT and Claude, where Silkline is relegated to bottom-tier rankings (avg pos 14.5+) for core supply chain orchestration terms.

Opportunities

Capture the Compliance-Focused Procurement Manager persona by developing granular technical content centered on government procurement regulations.

Leverage current Gemini dominance to bridge into Google AI Overviews through enhanced structured data and authoritative backlinking.

Displace competitors like QT9 and ETQ Reliance in the 'Modernizing Sourcing' category by highlighting automation features that ChatGPT and Claude currently overlook.

Highest-Impact Actions

Produce and index high-authority technical guides on FAR and DFARS compliance automation.

Silkline is currently invisible in this high-intent category, allowing SAP and Deltek to capture the entire compliance-driven market share.

Optimize technical documentation for Google AI Overviews using structured data and concise 'What is' definitions.

Despite being an enterprise player, Silkline has a 0% mention rate in AI Overviews for core functional queries.

Execute a digital PR campaign targeting industry publications that ChatGPT and Claude use as training data.

The brand's low mention rates (13-18%) on these platforms suggest a lack of high-authority citations compared to legacy competitors.

Value Proposition

Zero supplier friction procurement that manages supply chains effortlessly without changing how suppliers work, enabling manufacturers to meet production requirements, stay on schedule, and accelerate time to revenue.

Overview

Mission

Connecting advanced manufacturers with their suppliers for stronger supply chains by enabling better collaboration, automating manual workflows, and bridging gaps between systems.

Products & Services

RFQ sourcing and quote comparisonPurchase order automation and approvalsOrder tracking and disruption preventionSupplier monitoring and scorecardsFAR/DFARS and ISO/AS9100 compliance automation

Current State

Visibility Landscape

A high-level view of how Silkline 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	88	97
“What do you know about Silkline? What do they do and what's their reputation?”	#1	#1	#4	#1
Core5q Product/service category queries	47	28	89	0
“help me automate FAR and DFARS compliance for our procurement team, what software should i look at?”	#15	#10	#2	No
“recommend some RFQ and quote comparison tools for custom manufacturing, specific brands please”	—	#23	#10	No
“what are the most trusted supply chain orchestration tools for advanced manufacturing right now”	No	No	#3	No
“how to build a supplier scorecard system for critical aerospace parts, what software helps with this?”	—	No	#2	No
“best tools for managing AS9100 and ISO compliance for aerospace suppliers”	#14	No	#1	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	73	0
“how to automate purchase order approvals and tracking without forcing suppliers to use a login portal”	No	No	#9	No

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

“help me automate FAR and DFARS compliance for our procurement team, what software should i look at?”

#15

#10

“recommend some RFQ and quote comparison tools for custom manufacturing, specific brands please”

—

#23

#10

“what are the most trusted supply chain orchestration tools for advanced manufacturing right now”

“how to build a supplier scorecard system for critical aerospace parts, what software helps with this?”

—

“best tools for managing AS9100 and ISO compliance for aerospace suppliers”

#14

“how to automate purchase order approvals and tracking without forcing suppliers to use a login portal”

Competitive Landscape

SAP

19 mentions

Deltek Costpoint

15 mentions

Oracle

13 mentions

QT9 QMS

11 mentions

NetSuite

11 mentions

MasterControl

11 mentions

ETQ Reliance

11 mentions

Silkline

11 mentions

JAGGAER

10 mentions

SAP Ariba

9 mentions

Icertis

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant performance on Gemini for niche aerospace queries, securing the #1 spot for AS9100 and ISO compliance tools.

Strength

High resonance with the High-Growth Robotics COO persona, achieving a 53% mention rate and top-tier rankings in supplier scorecard queries.

Strength

Positive sentiment across 'brand vibe checks' on all major platforms, indicating a strong baseline reputation even when visibility is low.

Recommended Actions

Produce and index high-authority technical guides on FAR and DFARS compliance automation.

Silkline is currently invisible in this high-intent category, allowing SAP and Deltek to capture the entire compliance-driven market share.

Optimize technical documentation for Google AI Overviews using structured data and concise 'What is' definitions.

Despite being an enterprise player, Silkline has a 0% mention rate in AI Overviews for core functional queries.

Execute a digital PR campaign targeting industry publications that ChatGPT and Claude use as training data.

The brand's low mention rates (13-18%) on these platforms suggest a lack of high-authority citations compared to legacy competitors.

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

Compliance Driven Procurement For Regulated Industries(2 queries)

“help me automate FAR and DFARS compliance for our procurement team, what software should i look at?”

0/4 platforms mentioned

Core

ChatGPT

1.Icertis

2.FARSITE

3.Agiloft

4.EliteBco

5.Deltek Costpoint

+17 more

Claude

1.Icertis

2.Appian

3.Cognitus

4.SAP S/4HANA

5.CobbleStone Software

+2 more

Gemini

1.FARclause.com

2.Gavel Exec

3.Cognitus

4.LambdaX

5.Procurement Sciences

+13 more

AI Overviews

1.Deltek Costpoint

2.Unanet ERP GovCon

3.Cognitus CIS-GovCon

4.SAP

5.CobbleStone Software

+9 more

“best tools for managing AS9100 and ISO compliance for aerospace suppliers”

1/4 platforms mentioned

Core

The Strategic Operations Executive · VP of Global Operations

ChatGPT

1.QT9 QMS

2.FlowSense Aero

3.ETQ Reliance

4.TrackWise Digital

5.Sparta

+7 more

Claude

1.QT9 QMS

2.ETQ Reliance

3.MasterControl

4.QT9 ERP

5.ComplianceQuest

+1 more

Gemini

1.Oracle

2.SAP

3.Silkline

4.SAP Ariba

5.SourceDay

+9 more

AI Overviews

1.QT9 QMS

2.ETQ Reliance

3.Hexagon

4.MasterControl Quality Excellence

5.uniPoint

+7 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.

Government Contractors

icertis.com

Silkline

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Silkline

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.