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.

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Vic.ai

Visibility36

Vibe95

Businesses/Enterprise Software/Vic.ai

AI Visibility & Sentiment

Vic.ai

Vic.ai is the leading AI-powered accounts payable automation platform that transforms finance operations through autonomous invoice processing, expense management, and real-time analytics. The company enables finance teams to cut costs, improve accuracy, and scale operations without adding headcount.

Active Monitoring

vic.ai

Enterprise Software Startups

AI Visibility Score

36/100

Low

Sentiment Score

95/100

AI Perception

Summary

Vic.ai has achieved a dominant foothold within Google's Gemini ecosystem, yet remains surprisingly invisible in AI Overviews and mainstream discovery queries on ChatGPT. While the brand is the go-to authority for tech-forward financial controllers looking to scale, it is currently ceding the 'trusted enterprise' and 'expense management' narratives to legacy competitors like Tipalti and NetSuite.

Value Proposition

The first autonomous AI platform for accounts payable that delivers 99% invoice accuracy, 5x faster processing, and 85% no-touch rates without templates or manual setup—enabling finance teams to scale operations without adding headcount.

Overview

Mission

To revolutionize finance departments through cutting-edge AI, enabling teams to focus on high-impact, strategic work that drives positive outcomes for businesses, society, and the environment.

Products & Services

AI-powered invoice processing and automationExpense management with VicCard™VicAnalytics™ real-time AP insights and reportingPO matching and approval workflowsBill pay and vendor management

Agent Breakdown

AI Platforms

How often do different AI platforms reference Vic.ai?

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Conversation Analysis

Topics

What conversations is Vic.ai included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Vic.ai 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

Scaling Finance Operations With AI(3 queries)

“how can I automate my AP department so we don't have to hire more people as we grow”

1/4 platforms mentioned

ChatGPT

1.Rossum

2.ABBYY FlexiCapture

3.Kofax

4.Power Automate

5.Bill.com

+18 more

Claude

1.Artsyl InvoiceAction

2.ABBYY

3.Bill.com

4.Stampli

5.Tipalti

+2 more

Gemini

1.Vic.ai

2.Rossum

3.Stampli

4.Quadient AP

5.Beanworks

+13 more

AI Overviews

1.Medius

2.Tipalti

3.BILL

4.Melio

5.Ramp

+4 more

“tips for moving from manual invoice processing to fully autonomous AP, what software should I look at”

1/4 platforms mentioned

ChatGPT

1.SAP

2.SAP S/4HANA

3.SAP Invoice Management by OpenText

4.OpenText

5.SAP Ariba Payables

+16 more

Claude

1.SAP S/4HANA

2.Tungsten Automation

3.OpenText

4.Basware

5.Bill.com

+1 more

Gemini

1.SAP S/4HANA

2.Peppol

3.Forrester Wave

4.Gartner Magic Quadrant

5.Vic.ai

+3 more

AI Overviews

1.Jaggaer

2.NetSuite

3.Sage

4.QuickBooks

5.MakersHub

“help me build a tech stack for automated accounts payable at a mid-sized company”

1/4 platforms mentioned

ChatGPT

1.SAP S/4HANA

2.SAP Integration Suite

3.Rossum

4.ABBYY Vantage

5.UiPath Document Understanding

+33 more

Claude

1.UiPath Document Understanding

2.Intelligent Document Processing (IDP)

3.SAP

4.Tungsten Automation

5.ABBYY

+7 more

Gemini

1.SAP S/4HANA

2.Vic.ai

3.SAP

4.Tradeshift

5.Tipalti

+5 more

AI Overviews

1.Procurify

2.Sage Intacct

3.Oracle NetSuite

4.Ramp

5.Stampli

+6 more

Real Time Financial Visibility & Reporting(1 query)

“I need a better way to get real-time insights into our AP spending, any specific tools for CFO reporting?”

0/4 platforms mentioned

ChatGPT

1.Tipalti

2.Coupa

3.Basware

4.Stampli

5.Bill.com

+21 more

Claude

1.Coupa

2.Workiva

3.Bill.com

4.Kyriba

5.Anaplan

+9 more

Gemini

1.Ramp

2.Airbase

3.Brex

4.Empower

5.NetSuite

+13 more

AI Overviews

1.Maxio

2.Ramp

3.Tipalti

4.Stampli

5.Billy the Bot

+8 more

Modernizing Expense & Bill Pay Workflows(1 query)

“looking for corporate cards with automated expense management and PO matching features, what brands are best”

0/4 platforms mentioned

ChatGPT

1.Airbase

2.NetSuite

3.QuickBooks

4.Sage Intacct

5.Xero

+17 more

Claude

1.Brex

2.American Express

3.Stripe Corporate Card

4.Stripe

5.Corporate One

+8 more

Gemini

1.Ramp

2.NetSuite

3.Sage Intacct

4.QuickBooks

5.Airbase

+8 more

AI Overviews

1.Brex

2.Ramp

3.Airbase

4.NetSuite

5.QuickBooks

+5 more

Evaluating AP Automation Platforms(1 query)

“most trusted AP automation platforms for enterprise companies in 2026”

0/4 platforms mentioned

ChatGPT

1.SAP

2.SAP S/4HANA Invoice Management

3.SAP Concur Invoice

4.SAP ERP

5.S/4HANA

+22 more

Claude

1.SAP Concur

2.SAP

3.Oracle NetSuite OpenAP

4.Coupa

5.Workday Financials

+5 more

Gemini

1.Coupa

2.SAP Taulia

3.SAP Ariba

4.SAP S/4HANA

5.SAP

+12 more

AI Overviews

1.Gartner

2.IDC

3.Rillion

4.Coupa

5.Basware

+7 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Exceptional performance on Gemini with a 75% mention rate and top-tier positioning in 'Scaling Finance Operations' queries.

Strength

Strong resonance with the Tech-Forward Financial Controller persona, achieving a 50% mention rate.

Strength

High-quality sentiment and positioning on Claude (Avg pos 2.0), indicating strong brand authority when the model identifies the brand.

Gap

Complete absence from AI Overviews for non-brand queries, representing a massive missed opportunity for organic AI-driven traffic.

Gap

Zero visibility in the 'Modernizing Expense & Bill Pay Workflows' and 'Evaluating AP Automation Platforms' categories.

Gap

Underperformance with Strategic Enterprise CFOs, who are only seeing Vic.ai in 25% of relevant AI interactions.

Opportunity

Leverage the existing high sentiment in Claude and Gemini to bridge the gap into ChatGPT’s more restrictive citation model.

Opportunity

Capitalize on the lack of AI-specific content for real-time AP reporting, a query where Vic.ai is currently under-indexing.

Opportunity

Disrupt the corporate card and expense management narrative by emphasizing Vic.ai's AI-first approach compared to legacy providers.

Technical Health

Site Health for AI Visibility

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

92/100

18 passed 3 warnings

Audited 2/28/2026

Crawlability100

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 & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

3 render-blocking resource(s) detected

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

Meta description may be truncated (213 characters)

Shorten to under 160 characters.

Content may be too short

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

Few internal links on this page

Add more internal links to related pages on your site.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Vic.ai's communication style and personality

Vic.ai communicates with confident authority as a category leader in AI-powered finance automation, balancing technical sophistication with accessible language that resonates with busy finance professionals. The tone is professional yet forward-thinking, emphasizing transformation and efficiency gains through concrete metrics and real customer outcomes. The brand avoids jargon overload, instead focusing on clear value propositions and the tangible impact of autonomous AI on daily finance operations.

Core Tone Traits

Confident & Authoritative

Positions as the leading AI platform with bold claims backed by specific metrics and customer proof points

Results-Oriented

Consistently emphasizes measurable outcomes like 5x faster processing, 99% accuracy, and 85% no-touch rates

Professional & Sophisticated

Speaks to C-suite and senior finance leaders with appropriate business acumen and industry understanding

Forward-Thinking & Innovative

Champions AI transformation and autonomous finance as the future, positioning customers as pioneers

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Vic.ai

Tipalti39 mentions

NetSuite33 mentions

Coupa28 mentions

Stampli27 mentions

Basware25 mentions

Bill.com21 mentions

Ramp21 mentions

SAP18 mentions

Vic.ai18 mentions

AvidXchange16 mentions

Airbase16 mentions

Source Intelligence

Citations

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

7 Best Accounts Payable Software for Small Businesses - Tipalti

https://tipalti.com/blog/accounts-payable-software-small-business/

Referenced in 1 query

Review

8 Best AI Accounts Payable Automation Software - Rillion

https://www.rillion.com/blog/best-accounts-payable-software-with-ai-features/

Referenced in 5 queries

Review

AP automation guide 2026: Best practices and ROI insights

https://business.amazon.com/en/blog/ap-automation

Referenced in 2 queries

Partner

12 AP Automation Benefits AP Managers Need to Know

https://www.corpay.com/resources/blog/ap-automation-benefits-ap-managers-need

Referenced in 1 query

Review

Top 15 Benefits of AP Automation for Your AP Process | Medius

https://www.medius.com/blog/ap-automation-benefits/

Referenced in 1 query

Review

5 of the Best AP Software Solutions for Small Businesses - Ramp

https://ramp.com/blog/accounts-payable/best-ap-software-for-small-businesses

Referenced in 1 query

Review

Make the Business Case for AP Automation in 2025 - NetSuite

https://www.netsuite.com/portal/resource/articles/accounting/ap-automation-business-case.shtml

Referenced in 1 query

Review

18 Benefits of Accounts Payable (AP) Automation - Paylocity

https://www.paylocity.com/resources/learn/articles/ap-automation-benefits/

Referenced in 1 query

Review

AP Automation Project: The 7-Step Enterprise Implementation ...

https://www.highradius.com/resources/Blog/ap-automation-project-your-7-step-enterprise-success-roadmap/

Referenced in 1 query

Review

Best Accounts Payable Software - Wise

https://wise.com/us/blog/best-accounts-payable-software

Referenced in 1 query

Review

AP Automation: Benefits to the Accounts Payable Process

https://www.jpmorgan.com/insights/treasury/payables-disbursements/ap-automation-benefits-to-the-accounts-payable-process

Referenced in 1 query

Review

10 Accounts Payable Automation Best Practices to Improve AP

https://www.netsuite.com/portal/resource/articles/accounting/ap-automation-best-practices.shtml

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 Vic.ai's resources to help users.

Dominate AI Overviews Through Structured Data

Address the critical 0% visibility in AI Overviews by implementing comprehensive structured data markup and entity-linking across all digital properties. This campaign will ensure Vic.ai appears in Google's AI-powered search experiences for high-intent AP automation queries, recapturing traffic currently flowing to competitors. Social media will amplify this by consistently linking to optimized content and reinforcing brand-entity associations.

The Complete Guide to Autonomous Invoice Processing: What CFOs Need to Know in 2026

Why 99% Accuracy Matters: The Hidden Cost of Invoice Processing Errors

5 Signs Your AP Department Is Ready for Autonomous AI Automation

How Finance Teams Process 5x More Invoices Without Adding Headcount

No-Touch Invoice Processing: From Science Fiction to Finance Reality

Establish Trust Leadership in Enterprise AP

Build authoritative 'Trust and Security' content pillars that position Vic.ai as the most trusted enterprise AP automation solution, directly competing with Tipalti and Coupa in consideration-phase queries. This addresses our absence from 'most trusted' evaluation searches by creating comprehensive security documentation, compliance content, and enterprise credibility signals. Social channels will distribute trust-building content and customer proof points.

Enterprise Security Checklist: 10 Questions to Ask Your AP Automation Vendor

How Vic.ai Maintains SOC 2 Compliance While Processing Millions of Invoices

Why Fortune 500 Finance Teams Trust Autonomous AI With Sensitive Payment Data

The Security Architecture Behind 85% No-Touch Invoice Processing

Compliance Without Compromise: Meeting Global Finance Regulations With AI

Win the Strategic CFO With ROI Content

Create executive-focused content targeting Strategic Enterprise CFOs who drive procurement decisions, addressing our current gap in influencing decision-makers versus practitioners. Content will emphasize ROI metrics, real-time financial visibility, and strategic transformation outcomes that resonate with C-suite priorities. Social media will target executive audiences with data-driven insights and peer success stories.

The CFO's Dashboard: Real-Time Visibility Metrics That Actually Matter

ROI Calculator: What Autonomous AP Automation Saves Enterprise Finance Teams

From Cost Center to Strategic Asset: Transforming Your AP Department

How One Enterprise CFO Cut Invoice Processing Costs by 60% in 90 Days

Beyond Efficiency: How AI-Powered AP Delivers Strategic Financial Intelligence

Capture Expense Management AI Visibility

Aggressively expand into expense management and corporate card keyword territories where competitors currently face no challenge, positioning Vic.ai as the intelligent alternative to fragmented bill-pay solutions. This AI-forward thought leadership will differentiate our autonomous approach from manual workflows. Social content will highlight the integration of expense management with AP automation.

Why Your Corporate Card Program Needs AI-Powered Expense Intelligence

The End of Manual Expense Reports: How Autonomous AI Changes Everything

Expense Management vs. AP Automation: Why You Need Both in One Platform

Stop Chasing Receipts: The Case for Intelligent Expense Capture

How Finance Teams Eliminate Expense Fraud With Autonomous AI Detection

Content Engineering

Recommended Actions

Execute a structured data and entity-linking campaign specifically targeting AI Overviews.

With 0% visibility in AI Overviews for critical queries, the brand is losing high-intent traffic to competitors who are better optimized for Google's latest search experience.

Impact: High

Develop and publish 'Trust and Security' pillars centered on enterprise-grade AP automation.

Vic.ai is currently excluded from 'most trusted' evaluation queries, allowing competitors like Tipalti and Coupa to dominate the consideration phase.

Impact: High

Create content specifically tailored to the 'Strategic Enterprise CFO' persona focused on ROI and real-time visibility.

The brand is currently winning with practitioners but failing to influence the executive decision-maker who drives enterprise procurement.

Impact: Medium

Aggressively target the 'Expense Management' and 'Corporate Card' keywords with AI-forward thought leadership.

Competitors are currently unchallenged in these workflows, and Vic.ai can differentiate by positioning itself as the intelligent alternative to manual bill-pay stacks.

Impact: Medium

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