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

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Saris AI

Visibility22

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

22/100

Low

Sentiment Score

92/100

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Saris AI?

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Conversation Analysis

Topics

What conversations is Saris AI included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Saris 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

Optimizing Bank Back Office Operations(3 queries)

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

0/4 platforms mentioned

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

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

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

Automating Financial Negotiations & Settlements(1 query)

“best ai agents for handling debt settlement negotiations”

0/4 platforms mentioned

ChatGPT

1.TrueAccord

2.Symend

3.Katabat

4.CollectAI

5.DoNotPay

+21 more

Claude

1.DoNotPay

2.Upstart

3.Elevate

4.Rise Credit

5.Trim

+3 more

Gemini

1.DoNotPay

2.SoloSuit

3.SoloSettle

4.TrueAccord

5.HeartBeat

+5 more

AI Overviews

1.Prodigal

2.Prodigal Intelligence Engine

3.proAgent

4.Kikoff

5.Floatbot

+12 more

Evaluating Financial Automation Platforms(1 query)

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

0/4 platforms mentioned

ChatGPT

1.UiPath

2.UiPath Automation Platform

3.AI Center

4.Automation Anywhere

5.Enterprise A2019

+34 more

Claude

1.UiPath

2.Automation Anywhere

3.Blue Prism

4.Zapier

5.Make

+5 more

Gemini

1.UiPath

2.SS&C Blue Prism

3.Automation Anywhere

4.IQ Bot

5.AARI

+11 more

AI Overviews

No brands listed

Modernizing Legacy Banking Systems(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Debezium

2.Qlik Replicate

3.AWS DMS

4.Kafka Streams

5.Apache Flink

+50 more

Claude

1.MuleSoft

2.Apigee

3.Kong

4.Talend

5.Informatica

+21 more

Gemini

1.Qlik Replicate

2.IBM DB2

3.IMS

4.Snowflake

5.Databricks

+15 more

AI Overviews

1.Oracle Cloud

2.SymphonyAI

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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.

Technical Health

Site Health for AI Visibility

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

85/100

13 passed 4 warnings 1 issues

Audited 3/2/2026

Crawlability93

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO88

Titles, descriptions, headings

Content Quality47

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

3 render-blocking resource(s) detected

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

Title is too short (8 characters)

Expand the title to 50-60 characters with descriptive keywords.

Meta description may be truncated (297 characters)

Shorten to under 160 characters.

Few headings on page

Add more H2 and H3 headings to organize content into sections.

+ 2 more warnings

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Saris AI's communication style and personality

Saris AI communicates with confident authority rooted in measurable results and technical expertise. The brand voice is professional and enterprise-focused, speaking directly to financial services executives with data-driven claims and clear value propositions. While authoritative, the tone remains accessible and solution-oriented, emphasizing ease of implementation and tangible outcomes rather than technical complexity.

Core Tone Traits

Data-Driven & Results-Focused

Leads with quantifiable metrics like 37% cost reduction and 2.4x ROI increase

Professional & Enterprise-Ready

Speaks the language of financial services with compliance credentials and industry terminology

Confident & Authoritative

Makes bold claims backed by specific use cases and measurable outcomes

Solution-Oriented & Accessible

Emphasizes seamless integration and no new training required, reducing perceived barriers

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Saris AI

UiPath23 mentions

Blue Prism18 mentions

Automation Anywhere16 mentions

MuleSoft16 mentions

Workato12 mentions

Appian9 mentions

BlackLine9 mentions

Zapier9 mentions

Make9 mentions

Fiserv9 mentions

Saris AI8 mentions

Source Intelligence

Citations

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

Fintech Innovations To Watch In 2026 | Old National Bank

https://www.oldnational.com/resources/insights/fintech-innovations-to-watch-in-2026/

Referenced in 1 query

Review

RPA in Banking: Use Cases & Strategies for 2025

https://kms-technology.com/blog/implementing-rpa-in-banking-use-cases/

Referenced in 1 query

Review

How to Standardize and Automate Your Bank's Back Office ...

https://thelabconsulting.com/automate-banks-back-office-operations-bots-rpa/

Referenced in 1 query

Review

Emerging trends for 2026, and other finance news to know

https://www.weforum.org/stories/2026/02/banking-enters-the-agentic-era-and-other-finance-news-to-know/

Referenced in 1 query

Review

Complete Guide to No Code AI Workflow Automation Tools

https://www.vellum.ai/blog/no-code-ai-workflow-automation-tools-guide

Referenced in 1 query

Review

How to Automate Repetitive Tasks in Banking - Matterway

https://matterway.io/blogs/automate-repetitive-tasks-banking

Referenced in 1 query

Review

7 Best Business Automation Tools For Banks - Latenode

https://latenode.com/blog/industry-use-cases-solutions/banking-finance-automation/7-best-business-automation-tools-for-banks

Referenced in 2 queries

Review

Top AI Trends Transforming Financial Services for 2026 - Keyrus

https://keyrus.com/us/en/insights/top-ai-trends-transforming-financial-services-for-2026

Referenced in 2 queries

Review

AML Checks Trends for 2026 - AML Watcher

https://amlwatcher.com/blog/aml-checks/

Referenced in 1 query

Review

How agentic AI is redefining banking operations - McKinsey

https://www.mckinsey.com/capabilities/operations/our-insights/the-paradigm-shift-how-agentic-ai-is-redefining-banking-operations

Referenced in 1 query

Review

Back Office Automation: Transformative Benefits 2025

https://contractorincharge.com/blog/back-office-automation

Referenced in 1 query

Review

2026 Predictions for the future of AML and KYC compliance - Avallone

https://www.avallone.com/knowledge/blog/2026-aml-kyc-predictions

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 Saris AI's resources to help users.

Create CFO-Focused ROI Content Assets

Address the critical 0% visibility gap with financial leadership by developing ROI-centric whitepapers and case studies that speak directly to CFO priorities. This content will be optimized with structured data to improve AI assistant citations when executives ask about workflow automation ROI, while social media campaigns will amplify key findings to reach financial decision-makers on LinkedIn and industry forums.

The CFO's Guide to Calculating AI Workflow Automation ROI in Financial Services

How One Regional Bank Saved $2.3M Annually with Intelligent Workflow Automation

5 Financial Metrics Every CFO Should Track When Evaluating AI Automation Solutions

Breaking Down the True Cost of Manual Workflows vs AI-Powered Automation

Why 73% of FinTech CFOs Are Prioritizing Workflow Automation in 2026

Dominate Legacy Banking Modernization Search Visibility

Combat the 0% mention rate in AI Overviews by creating comprehensive long-form guides on legacy banking system modernization with proper structured data markup. This strategy targets high-value pain points where competitors currently outrank Saris AI, using pillar content that AI assistants will reference when answering queries about banking system upgrades and modernization pathways.

The Complete Playbook for Modernizing Legacy Core Banking Systems with AI

7 Warning Signs Your Bank's Legacy Systems Are Costing You Millions

From COBOL to AI: A Practical Roadmap for Banking System Transformation

How Community Banks Are Leapfrogging Legacy Infrastructure with Intelligent Automation

The Hidden Compliance Risks of Outdated Banking Workflows and How to Eliminate Them

Position Against RPA Giants in Regulated FinTech

Leverage Saris AI's strong average position of 1.0 in Claude by creating competitive comparison landing pages that benchmark against UiPath and Blue Prism for regulated FinTech workflows. Social media campaigns will highlight key differentiators through data-driven comparisons, establishing Saris AI as the superior alternative for compliance-conscious financial institutions.

Saris AI vs Traditional RPA: Why Multi-Turn Intelligence Wins in Regulated Workflows

What Banks Lose When They Choose Legacy RPA Over AI-Native Automation

Head-to-Head: Comparing Compliance Capabilities Across Workflow Automation Platforms

Why Financial Institutions Are Migrating from UiPath to Purpose-Built AI Agents

The True Cost Comparison: Enterprise RPA vs Intelligent Workflow Automation

Amplify Enterprise Success Stories for AI Discovery

Build a library of detailed case studies optimized for AI assistant discovery, featuring quantifiable results like 37% cost reduction and 2.4x output increases. These stories will be structured with schema markup to improve visibility in AI-generated responses and shared strategically across professional networks to build authority with both human decision-makers and AI recommendation engines.

How a $5B Credit Union Achieved 2.4x Output Increase in 90 Days

Case Study: Automating Settlement Negotiations Saved This Bank 12,000 Hours Annually

From Pilot to Enterprise: One FinTech's Journey to Full Workflow Automation

The Numbers Behind a Successful AI Implementation: A Regional Bank's Story

Recovering $4.7M in Annual Savings Through Intelligent Negotiation Automation

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

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