Pendium
Fingerprint
Fingerprint
Visibility71
Vibe94
Businesses/Cybersecurity & Fraud Prevention/Fingerprint
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 PreventionStartups
AI Visibility Score
71/100

Good

Sentiment Score
94/100
AI Perception

Summary

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.

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Fingerprint?

Loading explorer...
Conversation Analysis

Topics

What conversations is Fingerprint included in — or excluded from?

Loading explorer...
Buyer Personas

Personas

Who does each AI platform recommend Fingerprint to, and when?

Loading explorer...
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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Preventing Fraud & Bot Attacks(2 queries)

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

2/4 platforms mentioned

ChatGPTChatGPT
1.Nginx
2.AWS API Gateway
3.Cloudflare
4.Kickbox
5.MailboxLayer
16.FingerprintJS

+27 more

ClaudeClaude
1.reCAPTCHA v3
2.hCaptcha
3.Cloudflare Turnstile
4.ZeroBounce
5.Redis

+6 more

GeminiGemini
1.Google reCAPTCHA v3
2.Cloudflare Turnstile
3.hCaptcha
4.Postmark
5.SendGrid
19.Fingerprint

+14 more

AI OverviewsAI 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

ChatGPTChatGPT
1.FIDO2
2.WebAuthn
3.TOTP
4.Android SafetyNet
5.Play Integrity
21.FingerprintJS

+22 more

ClaudeClaude
1.Fingerprint
2.Cloudflare Bot Management
3.Okta Adaptive MFA
GeminiGemini
1.Safari
2.Fingerprint (Pro)
3.Seon
4.Fingerprint Pro
5.Castle

+10 more

AI OverviewsAI Overviews
1.Google Authenticator
2.Material Security
3.Feedzai
4.Friendly Captcha
5.First Federal Bank of Kansas City

+4 more

Optimizing User Experience And Authentication(1 query)

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

4/4 platforms mentioned

ChatGPTChatGPT
1.Auth0
2.Firebase Auth
3.Mixpanel
4.Amplitude
5.Google Analytics 4
9.FingerprintJS

+11 more

ClaudeClaude
1.FingerprintJS
2.TrustedLogin
GeminiGemini
1.Fingerprint
2.Segment
3.Twilio
4.Clearbit
5.6sense

+1 more

AI OverviewsAI Overviews
1.Fingerprint
2.Clearbit Reveal
3.Leadfeeder
4.Meta's Conversions API
5.Bitsight

+4 more

Fraud Tech Stack Planning(1 query)

“best device identification APIs for developers”

4/4 platforms mentioned

ChatGPTChatGPT
1.FingerprintJS
2.DeviceAtlas
3.51Degrees
4.WURFL
5.Sift

+14 more

ClaudeClaude
1.FingerprintJS
2.ThreatMetrix
3.LexisNexis
4.Adjust
5.AppsFlyer

+5 more

GeminiGemini
1.Fingerprint
2.Stytch
3.SEON
4.Sift
5.Castle

+6 more

AI OverviewsAI Overviews
1.Fingerprint
2.DeviceAtlas
3.Okta Devices API
4.Prove
5.Ravelin
Evaluating Device Intelligence & Fraud Solutions(1 query)

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

2/4 platforms mentioned

ChatGPTChatGPT
1.LexisNexis Risk Solutions
2.ThreatMetrix
3.TransUnion
4.iovation
5.Sift
11.FingerprintJS

+26 more

ClaudeClaude
1.Ping Identity
2.Ping Intelligent Sign-on
3.Imperva
4.Cloudflare Bot Management
5.Kount

+5 more

GeminiGemini
1.LexisNexis Risk Solutions
2.ThreatMetrix
3.LexisNexis Digital Identity Network
4.Fingerprint
5.FingerprintJS

+13 more

AI OverviewsAI Overviews
1.DataVisor
2.LexisNexis ThreatMetrix
3.DataVisor
4.Feedzai
5.BioCatch

+9 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

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

87/100
16 passed 3 warnings 1 issues
Audited 2/28/2026
Crawlability96

Can AI bots find your pages?

Technical90

SSL, mobile, doctype basics

On-Page SEO98

Titles, descriptions, headings

Content Quality47

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG95

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

!

6 render-blocking resources are slowing initial render

Defer non-critical JS with async/defer. Inline critical CSS. Move stylesheets to load asynchronously.

!

Meta description may be truncated (177 characters)

Shorten to under 160 characters.

!

Few internal links on this page

Add more internal links to related pages on your site.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan
Brand Identity

Brand Voice & Style

How AI perceives Fingerprint's communication style and personality

Fingerprint communicates with a confident, technically sophisticated voice that speaks directly to developers and security professionals. The tone balances deep technical expertise with accessibility, using clear explanations and concrete examples rather than jargon-heavy marketing speak. There's an underlying sense of authority backed by impressive metrics (6000+ companies, 4 billion+ devices identified) while maintaining approachability through interactive demos and developer-friendly documentation. The brand projects reliability and precision—fitting for a security product—without being cold or corporate.

Core Tone Traits

Technical & Developer-Centric

Speaks the language of engineers with code examples, API documentation, and technical precision

Confident & Authoritative

Backs claims with specific metrics and case studies, projecting expertise in device intelligence

Clear & Accessible

Explains complex security concepts in straightforward terms without dumbing down the content

Results-Oriented

Focuses on measurable outcomes like fraud reduction percentages and ROI for customers

Competitive Landscape

Related Ecosystem

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

1Fingerprint34 mentions
2Sift19 mentions
3ThreatMetrix18 mentions
4Cloudflare Bot Management14 mentions
5Forter12 mentions
6Arkose Labs11 mentions
7LexisNexis Risk Solutions10 mentions
8Cloudflare9 mentions
9hCaptcha9 mentions
10DataDome9 mentions
11Cloudflare Turnstile9 mentions
Source Intelligence

Citations

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

How to Prevent Bots From Spamming Your Email Signup Forms

https://www.audienceful.com/help/prevent-bots-fake-email-signups

Referenced in 1 query

Review
Securing Sign-Up Forms From Bots - Iterable

https://iterable.com/blog/securing-sign-up-forms-from-bots/

Referenced in 1 query

Review
How to Protect Your Forms from Spam and Bot Submissions

https://formstory.io/learn/form-spam-protection/

Referenced in 1 query

Review
The battle against bots: How to detect and stop them - WorkOS

https://workos.com/blog/how-to-stop-bots

Referenced in 1 query

Review
9 ways to prevent bot attacks and avoid spam sign-ups - MailerLite

https://www.mailerlite.com/blog/spam-sign-ups-and-email-subscriptions

Referenced in 1 query

Review
Top 7 CAPTCHA Best Practices for Forms - Reform.app

https://www.reform.app/blog/top-7-captcha-best-practices-for-forms

Referenced in 1 query

Review
Protect Your Sign-Up Forms from Spambots | SMTP.com

https://www.smtp.com/blog/technical/how-to-protect-your-sign-up-forms-from-spambots/

Referenced in 1 query

Review
How to Protect Web Forms from Spam and Bots - BestWebSoft

https://bestwebsoft.com/blog/8-ways-to-protect-web-from-spam/

Referenced in 1 query

Review
Form Bots 101: Protecting Your Business from Spammy Leads and ...

https://cheq.ai/blog/form-bots-101/

Referenced in 1 query

Review
How to Stop Bots Submitting Forms - Reform.app

https://www.reform.app/blog/how-to-stop-bots-submitting-forms

Referenced in 1 query

Review
How to Detect and Prevent Bot Attacks on Your Website and ...

https://community.sitecore.com/community?id=community_blog&sys_id=9c54872783ec9214f3159affeeaad3eb

Referenced in 1 query

Join Discussion
Current best practices against bot-form-submissions? : r/webdev

https://www.reddit.com/r/webdev/comments/1iytid0/current_best_practices_against_botformsubmissions/

Referenced in 1 query

Join Discussion
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Fingerprint's resources to help users.

Dominate Bot Prevention Conversations in ChatGPT

Address ChatGPT's secondary positioning (7.3 average) by restructuring technical content around 'bot account prevention' and 'account takeover' use cases. Create authoritative, well-structured documentation and social content that positions Fingerprint as the primary solution, not a supplementary tool, when AI assistants answer fraud prevention queries.

The Anatomy of a Bot Attack: How Device Intelligence Stops Fraud Before It Starts
Why Traditional CAPTCHAs Fail Against Modern Bots and What Actually Works
Account Takeover Prevention: 5 Signals That Identify Attackers Instantly
How One Fintech Blocked 2 Million Bot Signups Without Adding User Friction

Capture Fintech Fraud Prevention Market Visibility

Launch targeted content addressing the Risk & Compliance persona's low 58% visibility rate in AI-driven procurement queries. Develop authoritative fintech-specific fraud prevention content that AI models will reference when compliance officers and risk managers ask about fraud solutions in financial services.

Fintech Fraud Prevention Checklist: What Compliance Teams Need in 2026
How Device Intelligence Helps Fintechs Meet KYC and AML Requirements
The Hidden Cost of Payment Fraud: What CFOs Need to Know
Why Risk Teams Are Replacing Rule-Based Fraud Detection with Device Intelligence
Account Opening Fraud in Fintech: Detection Strategies That Actually Scale

Optimize for AI Overviews and Search Visibility

Address the 33% AI Overviews appearance rate by implementing structured data and creating concise, authoritative definitions for visitor identification and device fingerprinting. Develop how-to content optimized for Google's AI-first search results to maintain search dominance as the landscape shifts.

What Is Device Fingerprinting? A Complete Technical Explainer
How Visitor Identification Works: The Definitive Guide for Developers
Browser Fingerprinting vs. Device Fingerprinting: Key Differences Explained
How to Implement Fraud Detection Without Compromising User Privacy

Establish Technical Superiority Over Legacy Competitors

Counter higher mention counts from Sift and ThreatMetrix by publishing comparative technical benchmarks that help AI models distinguish Fingerprint's superior accuracy. Create data-driven content demonstrating measurable advantages in precision, false positive rates, and identification accuracy.

Accuracy Matters: Why 99.5% Device Identification Changes Everything
The True Cost of False Positives in Fraud Prevention
Legacy Fraud Tools vs. Modern Device Intelligence: A Technical Comparison
How We Identified 4 Billion Devices with Industry-Leading Precision
Benchmark Report: Measuring Device Identification Accuracy Across Solutions
Content Engineering

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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium
~

Develop comparative technical benchmarks against Sift and ThreatMetrix to improve sentiment and position in 'most trusted' evaluation queries.

Legacy competitors like Sift currently have higher raw mention counts; explicit comparisons will help AI models distinguish Fingerprint's superior precision.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session
Backing

Investors

C
Craft Ventures
Data generated by Pendium.ai AI visibility scanning. Last scanned February 28, 2026.

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.