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

Fingerprint

Visibility69

Vibe94

Businesses/Cybersecurity & Fraud Prevention/Fingerprint

AI Visibility & Sentiment

Fingerprint

Fingerprint is a device intelligence platform that provides highly accurate visitor identification for web and mobile applications. The company helps businesses prevent fraud, detect bots, and improve user experiences by identifying returning visitors even when they attempt to conceal their identity through incognito mode, VPNs, or browser tampering.

Active Monitoring

fingerprint.com

Cybersecurity & Fraud Prevention Startups

AI Visibility Score

69/100

Good

Sentiment Score

94/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Fingerprint today.

Fingerprint has established itself as the definitive authority for device identification APIs, securing the #1 position across all tested platforms for developer-centric technical queries. While it dominates high-intent API searches, a critical visibility gap exists in ChatGPT regarding broader bot prevention and account takeover topics, where the brand is mentioned but frequently buried behind legacy competitors.

Working in your favor

Undisputed leader for 'best device identification APIs' and 'visitor identification' queries, maintaining a #1 rank across ChatGPT, Claude, Gemini, and AI Overviews.

Exceptional performance with the E-commerce CX Optimizer persona, achieving an 88% mention rate and a perfect 1.0 average position.

Flawless 100% mention rate on Gemini with consistently positive sentiment, suggesting strong alignment with Google's latest LLM training data.

Gaps to close

Significant ranking volatility in ChatGPT for 'bot account' and 'account takeover' queries, with positions dropping as low as #21 despite 100% mention frequency.

Underrepresentation in AI Overviews for general fraud prevention topics, appearing in only 33% of relevant high-level searches.

Lower resonance with Fintech Risk & Compliance Managers (58% mention rate) compared to developers and e-commerce personas.

Opportunities

Convert existing technical authority into broader 'Bot Management' leadership to displace incumbents like Cloudflare and Sift in architectural queries.

Target the Fintech Risk persona by producing AI-indexable content focused specifically on compliance and institutional-grade account takeover (ATO) prevention.

Improve ChatGPT's recommendation depth by optimizing technical documentation for RAG-based systems to move from a list mention to a primary recommendation.

Highest-Impact Actions

Restructure technical documentation to specifically address 'bot account prevention' and 'account takeover' use cases to improve ChatGPT positioning.

While ChatGPT mentions Fingerprint 100% of the time, its average position of 7.3 indicates it is being cited as a secondary tool rather than a primary solution for bot attacks.

Launch a targeted content campaign for 'Fintech Fraud Prevention' to increase mention rates for the Risk & Compliance persona.

This persona currently has the lowest visibility (58%), representing a major untapped market segment in AI-driven procurement.

Optimize web properties for AI Overviews by utilizing structured data and concise, authoritative 'how-to' definitions for visitor identification.

Fingerprint only appears in 33% of AI Overviews; capturing this space is vital for maintaining search dominance as Google transitions to AI-first results.

Value Proposition

Industry-leading device identification accuracy that works across all browsers and devices, enabling businesses to identify every visitor—even anonymous ones—to stop fraud while reducing friction for legitimate users.

Overview

Mission

Power a safe and seamless internet through device intelligence.

Products & Services

Device Identification APISmart Signals (VPN detection, bot detection, incognito detection)Account Takeover PreventionPayment Fraud PreventionBot Detection

Current State

Visibility Landscape

A high-level view of how Fingerprint 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 Fingerprint? What do they do and what's their reputation?”	#1	#1	#1	#1
Core5q Product/service category queries	83	97	96	55
“how to stop bot accounts from signing up for my web app”	#1	#1	#1	No
“how can i identify returning visitors even if they cleared their cookies”	#4	#1	#1	#1
“best device identification APIs for developers”	#1	#1	#1	#1
“most trusted device intelligence and fraud prevention platforms for enterprises”	#1	#1	#1	No
“best ways to prevent account takeover attacks in a fintech app”	#21	#1	#2	No
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

“how to stop bot accounts from signing up for my web app”

“how can i identify returning visitors even if they cleared their cookies”

“best device identification APIs for developers”

“most trusted device intelligence and fraud prevention platforms for enterprises”

“best ways to prevent account takeover attacks in a fintech app”

#21

Competitive Landscape

Fingerprint

34 mentions

Sift

19 mentions

ThreatMetrix

18 mentions

Cloudflare Bot Management

14 mentions

Forter

12 mentions

Arkose Labs

11 mentions

LexisNexis Risk Solutions

10 mentions

Cloudflare

9 mentions

hCaptcha

9 mentions

DataDome

9 mentions

Cloudflare Turnstile

9 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Undisputed leader for 'best device identification APIs' and 'visitor identification' queries, maintaining a #1 rank across ChatGPT, Claude, Gemini, and AI Overviews.

Strength

Exceptional performance with the E-commerce CX Optimizer persona, achieving an 88% mention rate and a perfect 1.0 average position.

Strength

Flawless 100% mention rate on Gemini with consistently positive sentiment, suggesting strong alignment with Google's latest LLM training data.

Recommended Actions

Restructure technical documentation to specifically address 'bot account prevention' and 'account takeover' use cases to improve ChatGPT positioning.

While ChatGPT mentions Fingerprint 100% of the time, its average position of 7.3 indicates it is being cited as a secondary tool rather than a primary solution for bot attacks.

Launch a targeted content campaign for 'Fintech Fraud Prevention' to increase mention rates for the Risk & Compliance persona.

This persona currently has the lowest visibility (58%), representing a major untapped market segment in AI-driven procurement.

Optimize web properties for AI Overviews by utilizing structured data and concise, authoritative 'how-to' definitions for visitor identification.

Fingerprint only appears in 33% of AI Overviews; capturing this space is vital for maintaining search dominance as Google transitions to AI-first results.

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

Preventing Fraud & Bot Attacks(2 queries)

“how to stop bot accounts from signing up for my web app”

2/4 platforms mentioned

Core

ChatGPT

1.Nginx

2.AWS API Gateway

3.Cloudflare

4.Kickbox

5.MailboxLayer

16.FingerprintJS

+27 more

Claude

1.reCAPTCHA v3

2.hCaptcha

3.Cloudflare Turnstile

4.ZeroBounce

5.Redis

+6 more

Gemini

1.Google reCAPTCHA v3

2.Cloudflare Turnstile

3.hCaptcha

4.Postmark

5.SendGrid

19.Fingerprint

+14 more

AI Overviews

1.Cloudflare Turnstile

2.Google reCAPTCHA v3

3.Reform.app

4.Redis

5.Cloudflare WAF

+3 more

“best ways to prevent account takeover attacks in a fintech app”

3/4 platforms mentioned

Core

The High-Scale Systems Engineer · Lead Software Engineer

ChatGPT

1.FIDO2

2.WebAuthn

3.TOTP

4.Android SafetyNet

5.Play Integrity

21.FingerprintJS

+22 more

Claude

1.Fingerprint

2.Cloudflare Bot Management

3.Okta Adaptive MFA

Gemini

1.Safari

2.Fingerprint (Pro)

3.Seon

4.Fingerprint Pro

5.Castle

+10 more

AI Overviews

1.Google Authenticator

2.Material Security

3.Feedzai

4.Friendly Captcha

5.First Federal Bank of Kansas City

+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.

How to Prevent Bots From Spamming Your Email Signup Forms

audienceful.com

Fingerprint

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Fingerprint

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.