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.

Roadmap Pricing

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SubDupes

Visibility0

Vibe63

Businesses/Fintech/SubDupes

AI Visibility & Sentiment

SubDupes

SubDupes is a privacy-first subscription management platform designed for digital agencies, freelancers, and professionals to centralize visibility, detect price hikes, and optimize SaaS spend. Unlike traditional trackers, it uses a zero-knowledge, receipt-based approach that requires no bank or inbox OAuth, ensuring total financial privacy.

Active Monitoring

Subdupes.com

Fintech

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe SubDupes today.

SubDupes currently exists as an enigma in the AI ecosystem, possessing clear brand recognition in direct entity searches while remaining completely absent from the high-intent discovery queries that drive market share. While users know who you are when they ask, you are currently forfeiting the entire decision-making stage of the customer journey to competitors like Rocket Money and Monarch Money.

Working in your favor

High brand recall in direct 'vibe check' inquiries across all major AI platforms

Strong platform-agnostic awareness where users actively seek information on your specific brand identity

Gaps to close

Total absence in 'Core' category queries related to subscription management and expense tracking

Failure to intercept users looking for 'reputable alternatives' to established financial tools

Lack of presence in queries targeting efficiency-focused agency owners and security-conscious freelancers

Opportunities

Positioning against legacy competitors by targeting 'reputable alternative' search intent

Optimizing content to capture high-intent traffic from freelancers searching for subscription-tracking workflows

Developing thought leadership around 'secure spend monitoring' to align with the needs of privacy-focused financial personas

Highest-Impact Actions

Execute an AI-focused content audit mapped specifically to high-intent subscription management queries.

You are losing 100% of the traffic from users looking for 'the best subscription management tools,' a core category where your brand should be a top-of-mind solution.

Develop a 'Competitor Comparison' strategy targeting users searching for alternatives to Rocket Money and similar apps.

Competitors are successfully capturing users at the point of consideration; creating comparative content will allow you to enter the consideration set for users actively seeking alternatives.

Integrate use-case-specific language for 'agency efficiency' and 'freelancer security' into your primary digital assets.

AI models currently fail to map SubDupes to the workflows of your most valuable target personas; aligning your messaging with their specific pain points will improve your relevancy score.

Value Proposition

Regain control of your recurring expenses without compromising privacy. SubDupes provides a clean, searchable ledger of your SaaS stack, alerts you to price hikes and renewals, and helps you stop 'leaking' profits—all without ever asking for your banking credentials.

Overview

Mission

To help users regain control of their recurring expenses without compromising their privacy.

Products & Services

AI-Powered Receipt ParsingSubscription Tracking DashboardSmart Renewal AlertsUnified Import HubsPrice-Hike DetectionChrome ExtensionPrice Hike DetectionUnified Import HubRenewal Risk AlertsUsage IntelligenceSubscription Audit Guide

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	50	100
“What do you know about SubDupes? What do they do and what's their reputation?”	Neutral	Neutral	Neutral	Positive
Core4q Product/service category queries	0	0	0	0
“what are the best subscription management tools that don't need me to connect my bank account”	No	No	No	No
“what should i look for when choosing a tool to manage my business expenses to keep my data private”	No	No	No	No
“i need a way to track all my software subscriptions and get alerts before they renew”	No	No	No	No
“best apps to find duplicate subscriptions and hidden recurring charges”	No	No	No	No
Growth Areas5q Adjacent, aspirational & visionary	0	0	0	0
“what are the best tools for freelancers to keep track of their monthly software costs and tax write-offs”	No	No	No	No
“what are some reputable alternatives to apps like rocket money or monarch money for managing recurring expenses”	No	No	No	No
“what are the most secure ways to monitor company spend without giving third parties my bank credentials”	—	No	No	No
“recommend software for a small agency to monitor which team members are using which paid subscriptions”	No	No	No	No
“how can i better organize my business life to avoid wasted money on forgotten app trials”	No	No	No	No

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

Neutral

Positive

“what are the best subscription management tools that don't need me to connect my bank account”

“what should i look for when choosing a tool to manage my business expenses to keep my data private”

“i need a way to track all my software subscriptions and get alerts before they renew”

“best apps to find duplicate subscriptions and hidden recurring charges”

“what are the best tools for freelancers to keep track of their monthly software costs and tax write-offs”

“what are some reputable alternatives to apps like rocket money or monarch money for managing recurring expenses”

“what are the most secure ways to monitor company spend without giving third parties my bank credentials”

—

“recommend software for a small agency to monitor which team members are using which paid subscriptions”

“how can i better organize my business life to avoid wasted money on forgotten app trials”

Competitive Landscape

Bobby

34 mentions

Subby

27 mentions

Rocket Money

26 mentions

TrackMySubs

23 mentions

Ramp

23 mentions

Monarch Money

22 mentions

Brex

21 mentions

Plaid

20 mentions

Xero

20 mentions

Expensify

19 mentions

SubDupes

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand recall in direct 'vibe check' inquiries across all major AI platforms

Strength

Strong platform-agnostic awareness where users actively seek information on your specific brand identity

Gap

Total absence in 'Core' category queries related to subscription management and expense tracking

Recommended Actions

Execute an AI-focused content audit mapped specifically to high-intent subscription management queries.

You are losing 100% of the traffic from users looking for 'the best subscription management tools,' a core category where your brand should be a top-of-mind solution.

Develop a 'Competitor Comparison' strategy targeting users searching for alternatives to Rocket Money and similar apps.

Competitors are successfully capturing users at the point of consideration; creating comparative content will allow you to enter the consideration set for users actively seeking alternatives.

Integrate use-case-specific language for 'agency efficiency' and 'freelancer security' into your primary digital assets.

AI models currently fail to map SubDupes to the workflows of your most valuable target personas; aligning your messaging with their specific pain points will improve your relevancy score.

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

Subscription Management & Expense Tracking(3 queries)

“what are the best subscription management tools that don't need me to connect my bank account”

0/4 platforms mentioned

Core

ChatGPT

1.Bobby

2.SubPrivy

3.SubStop

4.TrackMySubs (Zapier)

5.SubTracker

+8 more

Claude

1.Bobby

2.Subby

3.Subscription Stopper

4.Plaid

5.Rocket Money

Gemini

1.SERP Subscription Tracker

2.Bobby

3.Subby

4.Hiatus

5.SubStop

+2 more

AI Overviews

1.Bobby

2.Subby

3.TrackMySubs

4.Wallos

5.Subs

+3 more

“i need a way to track all my software subscriptions and get alerts before they renew”

0/4 platforms mentioned

Core

The Efficiency-Focused Agency Owner · Agency Founder and Principal Consultant

ChatGPT

1.Slack

2.Teams

3.Zylo

4.Torii

5.Productiv

+18 more

Claude

1.Zluri

2.SubTracker.io

3.AWS

4.RenewAlert

5.Spendesk

+1 more

Gemini

1.Cledara

2.Fusebill

3.AppBind

AI Overviews

1.Rocket Money (Truebill)

2.Monarch Money

3.Simplifi by Quicken

4.Bobby

5.Subby

+5 more

“best apps to find duplicate subscriptions and hidden recurring charges”

0/4 platforms mentioned

Core

The Efficiency-Focused Agency Owner · Agency Founder and Principal Consultant

ChatGPT

1.Rocket Money

2.Monarch Money

3.Emma

4.Ramp

5.Brex

+11 more

Claude

1.Rocket Money

2.Monarch Money

3.Payhawk

4.TrackMySubs

5.Bobby

+3 more

Gemini

1.Truebill

2.Rocket Money

3.Simplifi by Quicken

4.Mint

5.Sift

AI Overviews

1.Rocket Money

2.Hiatus

3.PocketGuard

4.Trim

5.OneMain Financial

+4 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 Subscription Trackers 2026

lowermysubs.com

SubDupes

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Fintech

Start gettingrecommended by AI.

Frequently asked questions

SubDupes

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Fintech

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.