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

Canopy

Visibility43

Vibe81

Businesses/Financial Technology (FinTech)/Canopy

AI Visibility & Sentiment

Canopy

Canopy is a B2B fintech company providing the most flexible loan management system for commercial lenders. They enable businesses to build, operate, and scale secured, revolving, installment, and hybrid lending products with a modern, API-first platform that serves as a complete system of record for post-loan origination.

Active Monitoring

canopyservicing.com

Financial Technology (FinTech)Home Appliances Sleep Startups health

AI Visibility Score

43/100

Moderate

Sentiment Score

81/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Canopy today.

Canopy is currently a hidden powerhouse within Google Gemini and Claude, frequently securing the #1 and #2 spots for high-intent queries around launching new lending products and revolving credit. However, this technical dominance is undermined by a severe lack of brand-name authority, with the brand ranking as low as #27 in direct identity checks across major AI platforms.

Working in your favor

Exceptional performance on Google Gemini with a 53% mention rate and an elite average position of 2.5.

High trust among Compliance-First Bank Executives and Agile Fintech Product Leads, reaching over 60% visibility with these key personas.

Dominant top-of-funnel presence for queries regarding 'Launching New Lending Products' and 'API-first loan management' on Claude and Gemini.

Gaps to close

Critically low brand-specific recall; the brand vibe check positions of #18 and #27 indicate that AI models lack a clear, consolidated understanding of what Canopy is.

The 'API-First Technical Architect' persona is being neglected, with a dismal 10% mention rate despite Canopy's strong positioning when it is actually cited.

Significant invisibility in 'Selecting a Lending Tech Partner' queries, where competitors like LoanPro and nCino are currently capturing the commercial market share.

Opportunities

Capitalize on current Gemini dominance to capture more AIOverviews real estate, where visibility currently lags at only 20%.

Translate high technical rankings in Claude into a comprehensive content strategy focused on the 'Technical Architect' to bridge the 10% mention gap.

Aggressively target 'Commercial Lending' keywords to displace nCino and LoanPro in consultative AI responses.

Highest-Impact Actions

Execute a Brand Definition Blitz to improve 'Vibe Check' rankings.

Ranking #27 for your own brand name is a failure of identity; we must saturate training-adjacent data sources with clear, concise 'Who is Canopy' messaging to fix model perception.

Develop an 'Architect's Guide to Loan Management' technical series.

Canopy ranks #1.0 when mentioned to technical personas, but is only mentioned 10% of the time. Increasing the volume of API-heavy documentation will solve this awareness gap.

Optimize for AIOverviews by targeting 'Loan Tape' and 'Collateral Tracking' long-tail content.

Canopy is already showing positive sentiment in AIOverviews (#1 position on specific ops queries); doubling down here will drive high-intent organic traffic from Google's AI results.

Value Proposition

The most flexible loan management system for commercial lenders, offering a fully immutable, event-driven lending core that enables personalized, transparent, and safe lending products with real-time data access and built-in compliance.

Overview

Mission

To enable organizations to launch personalized, transparent, and safer lending products.

Products & Services

Canopy Lending Core - loan management system of recordCanopyOS - operational platform for managing loan accountsCollateral Management - unified loan tape and collateral trackingCanopy Connect - automated workflow builderDataDirect - reporting and analytics tools

Current State

Visibility Landscape

A high-level view of how Canopy 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	70	70	70	70
Core2q Product/service category queries	0	90	96	41
Growth Areas4q Adjacent, aspirational & visionary	56	59	80	45

Competitive Landscape

LoanPro21 mentions

Canopy20 mentions

Stripe19 mentions

Plaid18 mentions

nCino17 mentions

Salesforce13 mentions

Mambu12 mentions

Unit12 mentions

Thought Machine11 mentions

Kafka11 mentions

Alloy10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance on Google Gemini with a 53% mention rate and an elite average position of 2.5.

Strength

High trust among Compliance-First Bank Executives and Agile Fintech Product Leads, reaching over 60% visibility with these key personas.

Strength

Dominant top-of-funnel presence for queries regarding 'Launching New Lending Products' and 'API-first loan management' on Claude and Gemini.

Recommended Actions

Execute a Brand Definition Blitz to improve 'Vibe Check' rankings.

Ranking #27 for your own brand name is a failure of identity; we must saturate training-adjacent data sources with clear, concise 'Who is Canopy' messaging to fix model perception.

Develop an 'Architect's Guide to Loan Management' technical series.

Canopy ranks #1.0 when mentioned to technical personas, but is only mentioned 10% of the time. Increasing the volume of API-heavy documentation will solve this awareness gap.

Optimize for AIOverviews by targeting 'Loan Tape' and 'Collateral Tracking' long-tail content.

Canopy is already showing positive sentiment in AIOverviews (#1 position on specific ops queries); doubling down here will drive high-intent organic traffic from Google's AI results.

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

Launching New Lending Products(3 queries)

“help me build a tech stack for a new business lending startup”

0/3 platforms mentioned

Aspirational

Claude

1.Node.js

2.Python

3.Django

4.FastAPI

5.PostgreSQL

+37 more

Gemini

1.AWS

2.PostgreSQL

3.Node.js

4.TypeScript

5.Go

+30 more

AI Overviews

1.INSART

2.LoanPro

3.LendFoundry

4.React

5.Next.js

+25 more

“how do i launch a business credit card program for my b2b saas company”

2/4 platforms mentioned

Adjacent

The Agile Fintech Product Lead · Head of Product

ChatGPT

1.Cross River Bank

2.WebBank

3.The Bancorp

4.Marqeta

5.Galileo

+27 more

Claude

1.Marqeta

2.Stripe Issuing

3.Mercury

4.Brex

5.Visa

+4 more

Gemini

1.Canopy

2.LoanPro

3.Lithic

4.Marqeta

5.Stripe Issuing

+13 more

AI Overviews

1.Airwallex

2.Pliant

3.FinTechtris

“what do i need to offer revolving credit lines to small businesses”

3/4 platforms mentioned

Adjacent

The Agile Fintech Product Lead · Head of Product

ChatGPT

1.Plaid

2.MX

3.QuickBooks

4.Xero

5.Experian Business

17.Canopy

+45 more

Claude

1.Sila

2.Treasury Prime

3.EventStoreDB

4.Stripe Treasury

5.Blend Labs

7.Canopy

+3 more

Gemini

1.Canopy

2.Peach Finance

3.Modern Treasury

4.Cross River Bank

5.Unit

+16 more

AI Overviews

1.Harbor Compliance

2.Mayer Brown

3.FICO

4.Dun & Bradstreet

5.Experian Business

+1 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.

Building a Fintech App in 2025: Best Tech Stacks and ...

dev.to

Canopy

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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

Canopy

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

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.