Pendium
Fingerprint
Fingerprint
Visibility69
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
69/100

Good

Sentiment Score
94/100
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
69
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.

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
Current State

Visibility Landscape

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

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

78
68
89
50

Core Topics

Product/service category queries

—
—
—
—

Growth Areas

Adjacent, aspirational & visionary

—
—
—
—
Competitive Landscape
Sift
19 mentions
ThreatMetrix
18 mentions
Cloudflare Bot Management
14 mentions
Forter
12 mentions
Arkose Labs
11 mentions
LexisNexis Risk Solutions
10 mentions
Loading visibility matrix...
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

1

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.

2

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.

3

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.

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

Core
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

Core
The High-Scale Systems Engineer · Lead Software Engineer
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

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

Web1 ref

Securing Sign-Up Forms From Bots - Iterable

iterable.com

Web1 ref

How to Protect Your Forms from Spam and Bot Submissions

formstory.io

Web1 ref

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

workos.com

Web1 ref

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

mailerlite.com

Web1 ref

Top 7 CAPTCHA Best Practices for Forms - Reform.app

reform.app

Web1 ref

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

smtp.com

Web1 ref

How to Protect Web Forms from Spam and Bots - BestWebSoft

bestwebsoft.com

Web1 ref

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

cheq.ai

Web1 ref

How to Stop Bots Submitting Forms - Reform.app

reform.app

Web1 ref

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

community.sitecore.com

Web1 ref

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

reddit.com

Forum1 ref

Cookieless Tracking - Analytics Platform - Matomo

matomo.org

Web1 ref

How to Identify Anonymous Website Visitors (2026 Guide)

default.com

Web1 ref

Digital Fingerprinting in Cybersecurity: OS, Nmap, & More

bitsight.com

Web1 ref
Competitive Landscape

Competitive Landscape

Brands and products that AI platforms mention 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
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

Backing

Investors

C
Craft Ventures

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

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

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