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

Safebooks AI

Visibility7

Vibe90

Businesses/Enterprise Software/Safebooks AI

AI Visibility & Sentiment

Safebooks AI

Safebooks AI is an agentic revenue integrity platform that automates financial data validation from quote to cash. Using AI agents, it continuously reconciles contracts, billing, and revenue data across CRM, ERP, and billing systems, eliminating manual reconciliation work and catching discrepancies before they impact financial close.

Active Monitoring

safebooks.ai

Enterprise Software

AI Visibility Score

7/100

Invisible

Sentiment Score

90/100

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 Safebooks AI today.

Safebooks AI has effectively captured the 'agentic revenue integrity' narrative, securing a dominant #1 position in Google AI Overviews for this emerging category, yet remains virtually invisible to the Strategic CFOs who hold the purse strings. While legacy giants like BlackLine and NetSuite control the broader reconciliation conversation, Safebooks AI is successfully carving out a high-authority niche among technical accounting managers through its specialized focus on AI-driven revenue automation.

Working in your favor

Secured the #1 ranking in AI Overviews for the high-intent query regarding 'agentic revenue integrity platforms.'

Showing promising resonance with technical personas, specifically the Technical Revenue Accounting Manager (19%) and Modernizing Corporate Controller (17%).

Strong brand recognition and descriptive accuracy during direct brand 'vibe checks' across all tested platforms including ChatGPT and Claude.

Gaps to close

Complete lack of visibility for the 'Strategic CFO' persona, failing to appear in any queries tailored for executive decision-makers.

Zero mention rate in conversational LLMs like ChatGPT and Claude for non-branded industry queries, leaving the field open to competitors like BlackLine and FloQast.

Missing from critical 'most trusted' and 'best software' evaluation lists for mid-market enterprise revenue automation.

Opportunities

Claim the 'Agentic AI' category leadership by expanding content around how autonomous agents specifically solve the order-to-cash reconciliation gaps missed by legacy ERPs.

Improve conversational LLM footprint by targeting third-party reviews and industry reports that feed the training sets of ChatGPT and Claude.

Bridge the 'revenue leakage' gap by creating authority-building content that connects CRM data integrity to financial close speed, a major pain point for Gemini results.

Highest-Impact Actions

Develop an executive-level 'CFO's Guide to Agentic Revenue Integrity' to capture the currently untapped Strategic CFO persona.

Safebooks currently has 0% visibility for the CFO persona; without executive-level content, the brand cannot move from a technical tool to a strategic enterprise requirement.

Aggressively optimize technical documentation and blog content for 'Order-to-Cash reconciliation' keywords to compete with NetSuite and BlackLine.

This is a high-volume, high-intent category where Safebooks is currently underperforming despite having the technical solution to solve it.

Execute a digital PR campaign aimed at enterprise software review sites and financial technology journals to influence ChatGPT and Claude training data.

Safebooks is invisible in conversational AI for industry queries; third-party validation is the primary way to trigger mentions in non-search-based LLMs.

Value Proposition

Autonomous AI agents that validate revenue data continuously across all financial systems, eliminating manual reconciliation work and catching errors before they propagate—so finance teams stop reconciling and start closing.

Overview

Mission

Finance teams deserve complete trust in their data. Safebooks automatically reconciles across source documents, CRM, billing, and ERP so finance leaders know their numbers are right, not just hope they are.

Products & Services

Agentic Revenue Integrity PlatformQuote-to-Revenue AutomationOrder-to-Cash ReconciliationAI-Powered Contract ReviewAutomated Financial Workpapers

Current State

Visibility Landscape

A high-level view of how Safebooks AI 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	97	97
“What do you know about Safebooks AI? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	0	0	50	14
“how can I automate my order-to-cash reconciliation process so we aren't doing it all in Excel”	No	No	#11	#11
“best software for catching revenue leakage between CRM and billing, specific tool names please”	No	No	#8	No
“most trusted enterprise revenue automation software for mid-market B2B”	No	No	No	No
“speed up my month-end close by automating manual reconciliation, what tools should I look at”	No	No	#3	No
“how to automate financial workpapers for a B2B company without hiring more staff”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	97
“what is an agentic revenue integrity platform and who are the main players”	No	No	No	#1

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

“how can I automate my order-to-cash reconciliation process so we aren't doing it all in Excel”

#11

“best software for catching revenue leakage between CRM and billing, specific tool names please”

“most trusted enterprise revenue automation software for mid-market B2B”

“speed up my month-end close by automating manual reconciliation, what tools should I look at”

“how to automate financial workpapers for a B2B company without hiring more staff”

“what is an agentic revenue integrity platform and who are the main players”

Competitive Landscape

BlackLine

40 mentions

NetSuite

36 mentions

FloQast

23 mentions

Zuora

22 mentions

HighRadius

21 mentions

SAP

19 mentions

Salesforce

19 mentions

Stripe

19 mentions

Sage Intacct

18 mentions

Excel

17 mentions

Safebooks AI

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured the #1 ranking in AI Overviews for the high-intent query regarding 'agentic revenue integrity platforms.'

Strength

Showing promising resonance with technical personas, specifically the Technical Revenue Accounting Manager (19%) and Modernizing Corporate Controller (17%).

Strength

Strong brand recognition and descriptive accuracy during direct brand 'vibe checks' across all tested platforms including ChatGPT and Claude.

Recommended Actions

Develop an executive-level 'CFO's Guide to Agentic Revenue Integrity' to capture the currently untapped Strategic CFO persona.

Safebooks currently has 0% visibility for the CFO persona; without executive-level content, the brand cannot move from a technical tool to a strategic enterprise requirement.

Aggressively optimize technical documentation and blog content for 'Order-to-Cash reconciliation' keywords to compete with NetSuite and BlackLine.

This is a high-volume, high-intent category where Safebooks is currently underperforming despite having the technical solution to solve it.

Execute a digital PR campaign aimed at enterprise software review sites and financial technology journals to influence ChatGPT and Claude training data.

Safebooks is invisible in conversational AI for industry queries; third-party validation is the primary way to trigger mentions in non-search-based LLMs.

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

Financial Close & Reconciliation Automation(3 queries)

“how can I automate my order-to-cash reconciliation process so we aren't doing it all in Excel”

0/4 platforms mentioned

Core

ChatGPT

1.Excel

2.SAP

3.NetSuite

4.Oracle

5.Dynamics

+24 more

Claude

1.SAP

2.Oracle NetSuite

3.Microsoft Dynamics 365

4.BlackLine

5.Anaplan

+9 more

Gemini

1.Excel

2.ERP

3.NetSuite

4.Oracle

5.SAP S/4HANA

+15 more

AI Overviews

1.HighRadius

2.Numeric

3.NetSuite

4.Sage Intacct

5.QuickBooks

+11 more

“speed up my month-end close by automating manual reconciliation, what tools should I look at”

0/4 platforms mentioned

Core

The Strategic CFO of High-Growth SaaS · Chief Financial Officer

ChatGPT

1.NetSuite

2.BlackLine

3.Trintech Cadency

4.ReconNET

5.FloQast

+8 more

Claude

1.NetSuite

2.BlackLine

3.Anaplan

4.SAP

5.Trintech Cadenza

+2 more

Gemini

1.NetSuite

2.BlackLine

3.FloQast

4.Numeric

5.Vic.ai

+1 more

AI Overviews

1.BlackLine

2.FloQast

3.Numeric

4.ChatFin

5.NetSuite

+13 more

“how to automate financial workpapers for a B2B company without hiring more staff”

0/4 platforms mentioned

Core

The Strategic CFO of High-Growth SaaS · Chief Financial Officer

ChatGPT

1.NetSuite

2.Celigo

3.Dell Boomi

4.Fivetran

5.Snowflake

+17 more

Claude

1.UiPath

2.Blue Prism

3.NetSuite

4.Alteryx

5.Informatica

+8 more

Gemini

1.NetSuite

2.Numeric

3.FloQast

4.AutoRec

5.FloQast Connect

+6 more

AI Overviews

1.DataSnipper

2.Silverfin

3.BlackLine

4.Workiva

5.LedgerUp

+9 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.

Cash Reconciliation: Complete Process Guide + Automation ...

numeric.io

Safebooks AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Safebooks AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Enterprise Software

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.