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.

Roadmap Pricing

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Artifi

Visibility0

Vibe50

Businesses/Financial Technology/Artifi

AI Visibility & Sentiment

Artifi

Artifi is an AI-powered accounting and finance platform that integrates directly into Claude.ai, enabling businesses and accounting firms to automate complex financial tasks like bookkeeping, reconciliations, and tax reporting through natural language interaction. It streamlines finance operations by providing an auditable, SOX-ready database without requiring a separate, standalone accounting application.

Active Monitoring

ar-ti-fi.com

Financial Technology

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Artifi today.

Artifi is currently invisible across the AI ecosystem, leaving significant market share to entrenched competitors like Xero and NetSuite. While industry leaders are successfully capturing search intent for financial automation and software migration, Artifi lacks the necessary digital footprint to be considered a viable alternative for efficiency-driven founders and finance controllers.

Working in your favor

None identified; the brand currently holds zero market awareness in AI-driven search environments.

Gaps to close

Total absence in core category discussions regarding AI-powered financial automation and reconciliation tools.

Failure to intercept users seeking modern alternatives to legacy systems like QuickBooks and NetSuite.

Lack of presence in queries targeting high-intent personas, specifically tech-forward startup founders and efficiency-focused controllers.

Opportunities

Establish a content strategy that directly addresses 'QuickBooks migration' and 'NetSuite alternative' queries to capture dissatisfied incumbent users.

Optimize technical presence to align with 'audit-ready' and 'automated finance stack' terminology to improve relevance in generative AI training sets.

Develop specific case studies that cater to the 'Efficiency-Driven Controller' persona to fill the current knowledge gap in LLM responses.

Highest-Impact Actions

Execute an authoritative content syndication program focusing on technical comparisons against QuickBooks and NetSuite.

Competitors are successfully capturing market share by positioning themselves as the go-to solutions for users seeking to replace legacy software.

Implement a structured data and entity-linking strategy to ensure AI models recognize Artifi as a peer to Xero and Sage Intacct.

Without a clear association with these industry benchmarks, the brand cannot enter the consideration set for AI-generated recommendations.

Publish white papers centered on 'Modern Finance Stacks for Startups' to target high-intent search queries.

Founders are actively looking for architecture advice, and capturing this intent positions Artifi as a thought leader rather than a commodity tool.

Value Proposition

Artifi uniquely embeds a full-featured, SOX-ready accounting engine directly into the Claude.ai interface, allowing users to manage complex finance operations through natural conversation rather than traditional, cumbersome ERP software.

Overview

Mission

To simplify the finance stack by empowering businesses to manage their entire finance function autonomously within AI platforms.

Products & Services

AI-operated accounting and finance function integrated with Claude.aiAutonomous agents for automated reconciliation, bill processing, and anomaly detectionClaude Excel plugin for financial data analysis and synchronizationMulti-entity financial management and reporting engineAI-Operated ERPClaude Skills for AccountingClaude Excel PluginAutonomous Finance AgentsProcess Intelligence PlatformMCP (Model Context Protocol) Server

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	50	50
“What do you know about Artifi? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	Neutral
Core4q Product/service category queries	0	0	0	0
“what are the best accounting tools that use AI to automate data entry for a small business”	No	No	No	No
“what should i look for when choosing a new digital accounting platform for my finance department”	No	No	No	No
“compare the top cloud accounting platforms that work well with claude or other ai assistants”	No	No	No	No
“what software should i switch to if quickbooks is feeling too clunky for my growing company”	No	No	No	No
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	0
“recommend tools for automating monthly financial reconciliations for a multi-entity business”	No	No	No	No
“best apps for integrating finance workflows directly into my ai workspace”	No	No	No	No
“what tools can help me keep my finance data audit-ready without hiring a massive accounting team”	No	No	No	No
“what are some trusted alternatives to netSuite that are better for mid-sized firms”	No	No	No	No
“how do i build a modern, automated finance stack for my startup from scratch”	No	No	No	No

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

Neutral

“what are the best accounting tools that use AI to automate data entry for a small business”

“what should i look for when choosing a new digital accounting platform for my finance department”

“compare the top cloud accounting platforms that work well with claude or other ai assistants”

“what software should i switch to if quickbooks is feeling too clunky for my growing company”

“recommend tools for automating monthly financial reconciliations for a multi-entity business”

“best apps for integrating finance workflows directly into my ai workspace”

“what tools can help me keep my finance data audit-ready without hiring a massive accounting team”

“what are some trusted alternatives to netSuite that are better for mid-sized firms”

“how do i build a modern, automated finance stack for my startup from scratch”

Competitive Landscape

Xero

57 mentions

Sage Intacct

45 mentions

NetSuite

41 mentions

QuickBooks Online

30 mentions

Ramp

22 mentions

Zoho Books

22 mentions

QuickBooks

21 mentions

BlackLine

20 mentions

Zapier

19 mentions

Expensify

16 mentions

Artifi

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

None identified; the brand currently holds zero market awareness in AI-driven search environments.

Gap

Total absence in core category discussions regarding AI-powered financial automation and reconciliation tools.

Gap

Failure to intercept users seeking modern alternatives to legacy systems like QuickBooks and NetSuite.

Recommended Actions

Execute an authoritative content syndication program focusing on technical comparisons against QuickBooks and NetSuite.

Competitors are successfully capturing market share by positioning themselves as the go-to solutions for users seeking to replace legacy software.

Implement a structured data and entity-linking strategy to ensure AI models recognize Artifi as a peer to Xero and Sage Intacct.

Without a clear association with these industry benchmarks, the brand cannot enter the consideration set for AI-generated recommendations.

Publish white papers centered on 'Modern Finance Stacks for Startups' to target high-intent search queries.

Founders are actively looking for architecture advice, and capturing this intent positions Artifi as a thought leader rather than a commodity tool.

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

Core Financial Automation & Software Selection(3 queries)

“what are the best accounting tools that use AI to automate data entry for a small business”

0/4 platforms mentioned

Core

ChatGPT

1.Intuit (QuickBooks Online)

2.Xero (Hubdoc)

3.Zoho Books (Zia)

4.Receipt Bank

5.Dext

+5 more

Claude

1.QuickBooks Online

2.Intuit (QuickBooks)

3.Xero (Just Ask Xero)

4.Zoho Suite (Zoho Books)

5.Tofu

+3 more

Gemini

1.Bookeeping.ai (Paula AI)

2.Digits

3.Zeni

4.QuickBooks Online (Intuit Assist AI)

5.Xero

+3 more

AI Overviews

1.QuickBooks Online (Intuit Assist)

2.Xero (JAX)

3.Zoho Books

4.Zoho

5.FreshBooks

+9 more

“compare the top cloud accounting platforms that work well with claude or other ai assistants”

0/4 platforms mentioned

Core

The Efficiency-Driven Controller · Financial Controller

ChatGPT

1.QuickBooks Online

2.Intuit

3.Xero

4.Sage Intacct

5.NetSuite

+6 more

Claude

1.Sage Intacct

2.Oracle NetSuite

3.Trullion

4.FloQast

5.QuickBooks Online

+10 more

Gemini

1.Rillet

2.Puzzle

3.Stripe

4.Gusto

5.Digits

+12 more

AI Overviews

1.Xero

2.QuickBooks Online

3.Puzzle

“what software should i switch to if quickbooks is feeling too clunky for my growing company”

0/4 platforms mentioned

Core

The Efficiency-Driven Controller · Financial Controller

ChatGPT

1.NetSuite

2.Xero

3.Sage Intacct

4.BlackLine

5.FloQast

+1 more

Claude

1.QuickBooks (QuickBooks Plus)

2.Xero

3.Sage Intacct

4.NetSuite

5.Accounting Seed

+8 more

Gemini

1.QuickBooks

2.Oracle NetSuite (NetSuite OneWorld)

3.Microsoft Dynamics 365 Business Central

4.Sage Intacct

5.Xero

+5 more

AI Overviews

1.QuickBooks

2.Xero

3.Zoho (Zoho Books)

4.FreshBooks

5.Oracle NetSuite

+2 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.

11 best AI accounting software and tools for 2026

netgain.tech

Artifi

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Financial Technology

Start gettingrecommended by AI.

Frequently asked questions

Artifi

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Financial Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.