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

Treasury Prime

Visibility21

Vibe83

Businesses/Fintech/Treasury Prime

AI Visibility & Sentiment

Treasury Prime

Treasury Prime is a leading embedded banking software platform that connects banks, fintechs, and enterprises. They provide a modular API-first infrastructure that enables companies to launch and scale financial products efficiently.

Active Monitoring

treasuryprime.com

Fintech

AI Visibility Score

21/100

Low

Sentiment Score

83/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Treasury Prime today.

Treasury Prime possesses strong brand recognition when explicitly queried, yet suffers from a critical lack of visibility during the high-intent research phases where enterprise fintech buyers evaluate infrastructure partners. While the brand is effectively positioned in the minds of LLMs for company-specific queries, it currently trails aggressive competitors like Mambu and Stripe in dominating the foundational conversations surrounding embedded banking and compliance.

Value Proposition

A comprehensive, modular bank operating system that accelerates growth by enabling seamless integration between banks and fintech partners through a unified API.

Overview

Mission

To power the next generation of banking by enabling seamless partnerships that reach new customers and accelerate revenue.

Products & Services

Embedded Banking APIBank Operating System (Bank OS)Partner MarketplaceCompliance and Program Management Tools

Current State

Visibility Landscape

A high-level view of how Treasury Prime 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	30	0	20	—
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

—

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Unit

11 mentions

Marqeta

11 mentions

Mambu

9 mentions

Stripe Treasury

8 mentions

Stripe

8 mentions

Temenos

7 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand salience for general 'vibe check' inquiries across ChatGPT, Claude, and Gemini.

Strength

Positive reception among Traditional Bank Strategists, suggesting the brand is effectively communicating its reliability and institutional compliance focus.

Strength

Successful capture of middle-of-funnel interest when users search for specific embedded finance guidance on platforms like ChatGPT and Claude.

Recommended Actions

Develop comprehensive technical documentation focused on 'bank operating system' evaluation criteria.

Currently, Treasury Prime is missing in critical evaluation queries where buyers are actively comparing infrastructure providers, ceding ground to competitors.

Produce content pillars addressing specific 'how-to' queries for neobank launches and compliance.

Capturing these foundational search queries is essential to establishing Treasury Prime as the default infrastructure choice early in the decision-making process.

Publish instructional resources on automating manual banking workflows for Fintech Product Managers.

This persona is under-served by current AI responses, providing a clear path to increasing visibility in the scaling and operational efficiency domain.

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

Building Embedded Finance Infrastructure(3 queries)

“what is the best approach to setting up an embedded banking api for a startup that wants to offer accounts to its users”

0/2 platforms mentioned

Core

Claude

1.Unit

2.Marqeta

3.Stripe Treasury

4.Kanmon

5.Monite

+2 more

Gemini

1.ConnectPay

2.Gemba

3.Stripe

4.Stripe Connect

5.Stripe Treasury

+6 more

“i need a bank operating system that handles compliance and partner management, what platforms should i look at”

0/3 platforms mentioned

The Technical Founder · Buyer

ChatGPT

1.Temenos Transact

2.Temenos Financial Crime Mitigation

3.Mambu

4.Avaloq Banking Platform

5.nCino Bank Operating System

+8 more

Claude

1.SDK.finance

2.Temenos

3.Ncontracts

4.MetricStream

5.Centraleyes

+1 more

Gemini

1.Avaloq Platform

2.Temenos Core Banking

3.FIS

4.Fiserv Signature

5.CSI

+12 more

“how do i launch a neobank without getting a full banking charter immediately, what infrastructure do i need”

0/2 platforms mentioned

The Technical Founder · Buyer

Claude

1.Chime

2.N26

3.Mambu

4.Revolut

5.Solarisbank

+3 more

Gemini

1.Marqeta

2.Unit

3.Synapse Financial Technologies

4.Plaid

5.Starling Bank

+23 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.

Best Embedded Finance APIs and Providers 2026: Comparison Guide

openbankingtracker.com

Treasury Prime

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Competitive Landscape

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Fintech

Start getting recommended by AI

Frequently asked questions