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

Tesorio

Visibility56

Vibe100

Businesses/Financial Technology (FinTech)/Tesorio

AI Visibility & Sentiment

Tesorio

Tesorio is a finance operations AI platform that helps businesses accelerate cash flow through intelligent automation of collections, cash application, and accounts receivable processes. Their AI agent studio unifies tactical finance workflows to unlock working capital and reduce days sales outstanding (DSO).

Active Monitoring

tesorio.com

Financial Technology (FinTech)Startups

AI Visibility Score

56/100

Moderate

Sentiment Score

100/100

Score by Reach

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Tesorio today.

Tesorio has successfully established itself as the go-to solution for technical and operational personas, commanding a dominant 89% visibility rate among systems architects. While the brand is a clear favorite on Claude, it faces a significant strategic hurdle with executive-level visibility, failing to capture the 'Strategic CFO' persona and the broader 'modern finance tech stack' conversation where incumbents like NetSuite currently lead.

Value Proposition

Purpose-built AI agents that automate collections, cash application, and supplier portal management to reduce DSO, increase collections productivity 3x, and unlock working capital faster than manual processes.

Overview

Mission

Revenue isn't real until you get paid. Tesorio helps finance teams reinvest in growth faster by transforming how businesses manage cash flow.

Products & Services

Collections Agent - AI-powered accounts receivable automationCash Application Agent - Automated payment matchingSupplier Portals Agent - Invoice submission automation for Ariba/CoupaAR Forecasting - Predictive cash flow analyticsCustomer Payment Portal - Self-service invoice payment

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	42	69	55	52
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

HighRadius

34 mentions

NetSuite

30 mentions

Billtrust

24 mentions

SAP

20 mentions

YayPay

14 mentions

Kyriba

12 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance on Claude, maintaining a 60% mention rate and a high-authority average position of 3.0.

Strength

Dominant authority among operational personas, specifically Efficiency-Focused AR Managers (86%) and Technical FinTech Systems Architects (89%).

Strength

Strong performance on 'Improving Cash Flow & DSO' queries, frequently securing #1 and #2 spots across multiple platforms.

Recommended Actions

Execute a targeted visibility campaign for the 'Strategic Enterprise CFO' persona.

With only 27% visibility among CFOs, Tesorio risks being categorized as a tactical tool rather than a strategic investment, allowing competitors like NetSuite to win the enterprise decision-maker.

Develop and distribute high-authority content specifically targeting 'modern finance tech stack' keywords.

Tesorio's 0% visibility in tech stack queries is a critical vulnerability that prevents the brand from appearing in the early stages of a B2B buyer's research journey.

Optimize technical documentation and case studies for ChatGPT's training and retrieval models.

A 38% mention rate on ChatGPT is a notable lag behind other platforms; improving this will ensure consistent visibility across the most common AI user interface.

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

Improving Cash Flow & DSO(3 queries)

“how can I lower my company's DSO using AI tools?”

1/4 platforms mentioned

Core

ChatGPT

1.Stripe

2.Adyen

3.Bill.com

4.UiPath

5.ABBYY

+24 more

Claude

1.Stripe Billing

2.Freshbooks

3.Zoho Invoice

4.Alteryx

5.IBM SPSS

8.Tesorio

+8 more

Gemini

1.SAP S/4HANA

2.Oracle NetSuite

3.DocuSign CLM

4.Bill.com

5.HighRadius

+11 more

AI Overviews

1.ChatFin

2.Intuit

3.HighRadius

4.Quadient

“best way to automate AR collections for a mid-market b2b company”

2/4 platforms mentioned

Core

The Strategic Enterprise CFO · Chief Financial Officer (CFO)

ChatGPT

1.Salesforce

2.NetSuite

3.SAP

4.Oracle

5.HighRadius

6.Tesorio

+21 more

Claude

1.SAP Concur

2.Billtrust

3.Stripe Invoicing

4.Corcentric

5.Rimilia

+2 more

Gemini

1.HighRadius

2.Billtrust

3.Tipalti

4.SAP Concur

5.SAP

+4 more

AI Overviews

1.LedgerUp

2.Versapay

3.Quadient AR

4.YayPay

5.Tesorio

+5 more

“help me find software to improve cash flow predictability through predictive analytics”

1/4 platforms mentioned

Core

The Strategic Enterprise CFO · Chief Financial Officer (CFO)

ChatGPT

1.HighRadius

2.Cashforce

3.Kyriba

4.Trovata

5.Anaplan

+14 more

Claude

1.Kyriba

2.Anaplan

3.SAP

4.Copper

5.Goldman Sachs

+2 more

Gemini

1.SAP S/4HANA Finance

2.SAP

3.Oracle NetSuite

4.NetSuite

5.Workday Financial Management

+9 more

AI Overviews

1.Futrli by Sage

2.Float

3.Xero

4.QuickBooks

5.FreeAgent

8.Tesorio

+14 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.

DSO Reduction With AI: Best Receivables Platforms Compared 2026

chatfin.ai

Web1 ref

Reduce DSO with AI-Powered Accounts Receivable Automation

everworker.ai

Web1 ref

Four Ways Accounting Automation Reduces High Days Sales ...

blog.bill360.com

Web1 ref

Best Accounts Receivable Automation Software for 2025

ledgerup.ai

Web1 ref

Top AR Automation Software Solutions to Reduce DSO and…

tesorio.com

Web1 ref

Top 10 Best AI Tools for Account Receivables Management

chatfin.ai

Web1 ref

7 Best AI-Powered Accounts Receivable Management Platforms

artsyltech.com

Web1 ref

20 Best Accounts Receivable Software (+How to Choose)

bill.com

Web1 ref

DSO Reduction Software: Complete 2026 Buyer's Guide

ledgerup.ai

Web1 ref

How AI Improves AR Cash Flow - Fazeshift

fazeshift.com

Web1 ref

Reducing DSO and improving the customer experience ... - Stuut

stuut.ai

Web1 ref

How to reduce DSO + improve cash flow - Intuit

intuit.com

Web1 ref

6 AI Tools Transforming Accounts Receivable Management

tennisfinance.com

Web1 ref

Cash Application Automation Trends & CFO Priorities 2026

highradius.com

Web1 ref

11 Best AI Agents for Finance Teams in 2026 - Lunos AI

lunos.ai

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Tesorio.

HighRadius34 mentions

NetSuite30 mentions

Tesorio27 mentions

Billtrust24 mentions

SAP20 mentions

YayPay14 mentions

Kyriba12 mentions

BlackLine12 mentions

VersaPay12 mentions

Oracle12 mentions

Anaplan11 mentions

Brand Identity

Brand Voice & Style

How AI perceives Tesorio's communication style and personality

Tesorio communicates with confident authority rooted in measurable results and customer success. The brand voice is professional yet accessible, leading with data-driven proof points (33 days DSO reduction, 3x productivity) while maintaining a forward-thinking, innovative tone. They speak directly to finance professionals' pain points without being overly technical, using clear language that emphasizes transformation and control. The voice balances enterprise credibility with startup energy, positioning Tesorio as a trusted partner that understands the urgency of cash flow management.

Core Tone Traits

Results-Driven & Data-Backed

Leads with quantifiable outcomes and customer metrics to build credibility

Confidently Innovative

Positions AI capabilities as proven solutions, not experimental technology

Professional yet Accessible

Enterprise-grade messaging that remains clear and jargon-free

Empowering & Action-Oriented

Focuses on enabling finance teams to take control and achieve autonomy

Backing

Investors

Floodgate

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.