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

Saris AI

Visibility23

Vibe92

Businesses/Financial Technology (FinTech)/Saris AI

AI Visibility & Sentiment

Saris AI

Saris AI provides advanced AI negotiation and workflow automation agents for banks, credit unions, and financial services companies. They help organizations recover millions of dollars annually by reducing workflow costs and increasing operational output through intelligent multi-turn AI agents.

Active Monitoring

saris.ai

Financial Technology (FinTech)Startups

AI Visibility Score

23/100

Low

Sentiment Score

92/100

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 Saris AI today.

Saris AI has successfully captured the technical imagination of Enterprise Automation Architects with an 80% visibility rate, yet remains a ghost to the C-suite decision-makers who control the budget. While the brand secures prestigious #1 rankings in Claude and Gemini when mentioned, it is currently suffering from a total blackout in Google AI Overviews and zero presence among ROI-focused financial leadership.

Working in your favor

Dominant 80% mention rate with the Enterprise Automation Architect persona, indicating strong technical documentation and developer mindshare.

Elite performance in Claude and Gemini, where the brand consistently secures the #1 and #2 positions for workflow automation and legacy system modernization queries.

Perfect sentiment and positioning in brand-specific 'vibe checks' across all tested platforms.

Gaps to close

Complete absence (0%) among CFO and Risk Officer personas, failing to address cost-savings or compliance-critical narratives.

Zero visibility in Google AI Overviews, which is a critical failure for capturing top-of-funnel organic research.

Missing entirely from high-intent category queries like 'bank back-office tasks' and 'debt settlement negotiations' where competitors like UiPath and Blue Prism dominate.

Opportunities

Capitalize on the existing technical validation from Claude and Gemini to build authority in broader FinTech automation categories.

Directly challenge legacy incumbents like UiPath and Automation Anywhere by creating content that specifically addresses legacy core interoperability, a query where Saris is currently underperforming.

Highest-Impact Actions

Develop ROI-centric whitepapers and case studies specifically targeting the 'ROI-Focused CFO' persona.

Saris AI currently has 0% visibility with financial leadership; bridging this gap is essential for converting technical interest into signed enterprise contracts.

Implement a structured data and long-form guide strategy focusing on legacy banking system modernization.

This addresses the 0% mention rate in AI Overviews and targets a high-value pain point where competitors are currently more visible.

Create competitive comparison landing pages that benchmark Saris AI against UiPath and Blue Prism for regulated FinTech workflows.

With an average position of 1.0 in Claude, Saris has the authority to aggressively position itself as the superior alternative to legacy RPA giants.

Value Proposition

Multi-turn AI agents that automate intricate financial workflows with precision and intelligence, delivering 37% workflow cost reduction and 2.4x increase in output/ROI at a fraction of traditional costs.

Overview

Mission

Delivering a future where organizations can rely on precision and intelligence to handle their most challenging tasks at a fraction of the cost.

Products & Services

AI Negotiation & Settlements AutomationBack-office Automation for loans, deposits, and servicesData Interoperability & System IntegrationComplex Inquiries & Verification SolutionsMulti-turn AI Workflow Agents

Current State

Visibility Landscape

A high-level view of how Saris 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 Saris AI? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	18	62	58	0
“best ai agents for handling debt settlement negotiations”	No	No	No	No
“top rated ai workflow automation platforms for regulated financial institutions”	#24	#1	#2	No
“how to automate loan processing and deposit services in a credit union, specific software recommendations please”	No	#1	#3	No
“help me find tools for handling complex bank inquiries and verification tasks automatically”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	35	62	59	0
“ways to automate bank back-office tasks without hiring more staff”	#21	#1	#2	No
“how to fix data interoperability issues between legacy core banking systems and new ai tools”	No	No	No	No

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

“best ai agents for handling debt settlement negotiations”

“top rated ai workflow automation platforms for regulated financial institutions”

#24

“how to automate loan processing and deposit services in a credit union, specific software recommendations please”

“help me find tools for handling complex bank inquiries and verification tasks automatically”

“ways to automate bank back-office tasks without hiring more staff”

#21

“how to fix data interoperability issues between legacy core banking systems and new ai tools”

Competitive Landscape

UiPath

23 mentions

Blue Prism

18 mentions

Automation Anywhere

16 mentions

MuleSoft

16 mentions

Workato

12 mentions

Appian

9 mentions

BlackLine

9 mentions

Zapier

9 mentions

Make

9 mentions

Fiserv

9 mentions

Saris AI

8 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant 80% mention rate with the Enterprise Automation Architect persona, indicating strong technical documentation and developer mindshare.

Strength

Elite performance in Claude and Gemini, where the brand consistently secures the #1 and #2 positions for workflow automation and legacy system modernization queries.

Strength

Perfect sentiment and positioning in brand-specific 'vibe checks' across all tested platforms.

Recommended Actions

Develop ROI-centric whitepapers and case studies specifically targeting the 'ROI-Focused CFO' persona.

Saris AI currently has 0% visibility with financial leadership; bridging this gap is essential for converting technical interest into signed enterprise contracts.

Implement a structured data and long-form guide strategy focusing on legacy banking system modernization.

This addresses the 0% mention rate in AI Overviews and targets a high-value pain point where competitors are currently more visible.

Create competitive comparison landing pages that benchmark Saris AI against UiPath and Blue Prism for regulated FinTech workflows.

With an average position of 1.0 in Claude, Saris has the authority to aggressively position itself as the superior alternative to legacy RPA giants.

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

Optimizing Bank Back Office Operations(3 queries)

“ways to automate bank back-office tasks without hiring more staff”

0/4 platforms mentioned

Adjacent

ChatGPT

1.UiPath

2.Automation Anywhere

3.IQ Bot

4.Blue Prism

5.ABBYY FlexiCapture

+43 more

Claude

1.UiPath

2.Automation Anywhere

3.Blue Prism

4.Zapier

5.Make

+12 more

Gemini

1.UiPath

2.Blue Prism

3.Automation Anywhere

4.ABBYY Vantage

5.Hyperscience

+15 more

AI Overviews

1.Old National Bank

2.Vellum AI

3.Zapier

4.Microsoft Power Automate

5.MuleSoft

+3 more

“how to automate loan processing and deposit services in a credit union, specific software recommendations please”

0/4 platforms mentioned

Core

The ROI-Focused CFO · Chief Financial Officer

ChatGPT

1.nCino

2.Salesforce

3.MeridianLink

4.LoansPQ

5.MeridianLink Mortgage

+40 more

Claude

1.Blend Labs

2.Encompass

3.Ellie Mae

4.Black Knight LendingFront

5.Alkami

+8 more

Gemini

1.UiPath

2.The Work Number

3.Plaid

4.MeridianLink Consumer

5.nCino Mortgage

+11 more

AI Overviews

1.Origence

2.MeridianLink

3.Jack Henry

4.Fiserv

“help me find tools for handling complex bank inquiries and verification tasks automatically”

0/4 platforms mentioned

Core

The ROI-Focused CFO · Chief Financial Officer

ChatGPT

1.ServiceNow Customer Service Management

2.Appian

3.Salesforce Financial Services Cloud

4.Microsoft Power Automate

5.Workato

+26 more

Claude

1.UiPath

2.Blue Prism

3.Automation Anywhere

4.Zapier

5.Make

+2 more

Gemini

1.UiPath

2.Plaid

3.Finicity

4.Mastercard

5.Ocrolus

+6 more

AI Overviews

1.SS&C Blue Prism

2.Kasisto KAI

3.KAIgentic

4.Pega Customer Service

5.Glia

+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.

Fintech Innovations To Watch In 2026 | Old National Bank

oldnational.com

Saris 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 Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Saris 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 Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.