Bot Management & Application Fraud Prevention

Bot detection, credential-stuffing defense, account-takeover prevention, and fraud-scoring products deployed at the application edge to protect login pages, checkout flows, gift card endpoints, and APIs from automated abuse. Buyers are heads of fraud, application security engineers, and product leaders at e-commerce, fintech, travel, ticketing, and SaaS companies losing millions to scrapers and credential-stuffing attacks.

The ChatGPT Ad Library has captured 20 sponsored ads from 16 advertisers in Bot Management & Application Fraud Prevention inside ChatGPT, led by Oxylabs, Arctic Wolf, Intuition Machines, Inc..

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In the ChatGPT Ad Library, Oxylabs, Arctic Wolf and Intuition Machines, Inc. lead advertising in Bot Management & Application Fraud Prevention. Here's what they're saying inside ChatGPT.

What they're running

20 ads

Shufti Pro ChatGPT ad — AI-Powered Identity Verification
Shufti Pro

AI-Powered Identity Verification

One platform for KYC, AML & Fraud Prevention

Triggering prompt

rough pricing for lexisnexis threatmetrix for a fintech doing around 50k signups a month is it worth it over sift

Expel ChatGPT ad — Expel MDR
Expel

Expel MDR

24x7 SecOps, powered by your tools, our detections, AI, and analysts.

Triggering prompt

enterprise pricing for cloudflare bot management and how it actually compares to f5 distributed cloud bot defense for a mid-size fintech

Arctic Wolf ChatGPT ad — Arctic Wolf Agentic SOC
Arctic Wolf

Arctic Wolf Agentic SOC

A Cybersecurity Platform built for the AI Era: the Aurora Superintelligence Platform.

Triggering prompt

cloudflare bot management vs akamai bot manager for stopping credential stuffing on a large e-commerce site with around 50m monthly logins

Intuition Machines, Inc. ChatGPT ad — Stop Bots, Not Users
Intuition Machines, Inc.

Stop Bots, Not Users

Privacy-first bot detection for online services.

Triggering prompt

how do you set up fraud risk scoring without an in-house ml team

10Pearls ChatGPT ad — Custom Fintech Software Development
10Pearls

Custom Fintech Software Development

Build secure fintech solutions with expert developers for banking, payments, and finance.

Triggering prompt

how do we actually integrate the feedzai risk api in front of our checkout without adding latency

SailPoint ChatGPT ad — Identity Security Cloud
SailPoint

Identity Security Cloud

Secure every human identity, end to end

Triggering prompt

skan inc vs shufti pro for account takeover fraud detection

Arctic Wolf ChatGPT ad — Arctic Wolf MDR
Arctic Wolf

Arctic Wolf MDR

Monitor, Detect, and Respond to Cybersecurity Threats Fast.

Triggering prompt

datadome vs kasada which one actually catches credential stuffing better on login pages

BigID ChatGPT ad — Your data is hiding from you.
BigID

Your data is hiding from you.

BigID shines a light on dark data & shadow AI with industry-leading DSPM

Triggering prompt

way too much promo abuse coming through, need a risk score not just static rules

Sage ChatGPT ad — Auditable AI Finance
Sage

Auditable AI Finance

AICPA-Preferred Mid-Market AI.Trusted by 30K+

Triggering prompt

honest skan inc reviews from banks or credit unions that deployed them

Sent, Inc. ChatGPT ad — Number Masking for Marketplaces
Sent, Inc.

Number Masking for Marketplaces

Connect buyers and sellers through proxy numbers, keep real numbers private. All via API.

Triggering prompt

best bot management platform for an ecommerce site losing millions to gpt-powered sneaker bots and loyalty point abuse

Digital.ai ChatGPT ad — Root Detection That Works
Digital.ai

Root Detection That Works

We test your app like real attackers do — free report with prioritized remediation.

Triggering prompt

best device fingerprinting sdk in 2026 to replace recaptcha on a mobile banking app

SimpliSafe ChatGPT ad — Prevent break-ins fast
SimpliSafe

Prevent break-ins fast

Detect threats and get help fast

Triggering prompt

arkose labs vs kasada vs data dome which actually stops credential stuffing better for a fintech login flow

Skan, Inc. ChatGPT ad — Stay Ahead of KYC and AML Risk
Skan, Inc.

Stay Ahead of KYC and AML Risk

Catch compliance gaps before they become penalties.

Triggering prompt

best account takeover prevention tools for a mid-size fintech app in 2026

Oxylabs ChatGPT ad — Enterprise Web Scraper API
Oxylabs

Enterprise Web Scraper API

Enterprise-grade API for any website's public data.

Triggering prompt

akamai bot manager or cloudflare bot management pricing for a mid-size airline site with heavy fare scraping

Blackbird.AI ChatGPT ad — Identify Coordinated Social Manipulation
Blackbird.AI

Identify Coordinated Social Manipulation

Detect narrative threats, bots, fake accounts, and coordinated manipulation in real time.

Triggering prompt

best fraud decisioning platform for a mid-size ecommerce site that needs to stop promo abuse and account takeover in 2026

Oxylabs ChatGPT ad — Reliable Web Scraper API
Oxylabs

Reliable Web Scraper API

Reliable access to public web data, delivered via API.

Triggering prompt

salt security vs traceable vs noname which one actually catches low-and-slow api scrapers best in 2026

Oxylabs ChatGPT ad — Reliable Amazon Scraping API
Oxylabs

Reliable Amazon Scraping API

Extract Amazon product data at any scale you need.

Triggering prompt

how to stop sneaker bots and inventory scraping on shopify without captcha killing conversion

Plerion Pty Ltd ChatGPT ad — A Snyk alternative that closes the loop
Plerion Pty Ltd

A Snyk alternative that closes the loop

Prioritized by what's actually exploitable then fixed, across code and cloud.

Triggering prompt

wallarm or 42crunch for protecting a mobile bff from data-harvesting bots and credential stuffing

ADSQUIRE LLC ChatGPT ad — Top Rated Legal PPC Agency
ADSQUIRE LLC

Top Rated Legal PPC Agency

Superior Results Through Creative & Hands On PPC Management. We Maximize Budgets.

Triggering prompt

clickcease vs lunio vs cheq for ppc click fraud protection, which one is actually worth the price

Oxylabs ChatGPT ad — Fast SERP Scraper API
Oxylabs

Fast SERP Scraper API

Collect search engine results reliably with one API.

Triggering prompt

how do we stop price aggregator bots scraping our public flight api without breaking real partner integrations

What triggers them

See all prompts
"rough pricing for lexisnexis threatmetrix for a fintech doing around 50k signups a month is it worth it over sift"
"enterprise pricing for cloudflare bot management and how it actually compares to f5 distributed cloud bot defense for a mid-size fintech"
"cloudflare bot management vs akamai bot manager for stopping credential stuffing on a large e-commerce site with around 50m monthly logins"

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Bot Management & Application Fraud Prevention ads on ChatGPT — FAQ

Who advertises in Bot Management & Application Fraud Prevention on ChatGPT?
According to the ChatGPT Ad Library, the leading advertisers running Bot Management & Application Fraud Prevention ads inside ChatGPT are Oxylabs, Arctic Wolf, Intuition Machines, Inc., Skan, Inc., and Digital.ai. In total the ChatGPT Ad Library has tracked 16 advertisers running ads in this niche.
How many advertisers run Bot Management & Application Fraud Prevention ads on ChatGPT?
The ChatGPT Ad Library has captured 16 distinct advertisers and 20 ad creatives running in Bot Management & Application Fraud Prevention inside ChatGPT.
What prompts trigger Bot Management & Application Fraud Prevention ads in ChatGPT?
According to the ChatGPT Ad Library, sponsored Bot Management & Application Fraud Prevention ads show up on prompts like: "arkose labs vs kasada vs data dome which actually stops credential stuffing better for a fintech login flow", "best account takeover prevention tools for a mid-size fintech app in 2026", "best bot management platform for an ecommerce site losing millions to gpt-powered sneaker bots and loyalty point abuse", "best device fingerprinting sdk in 2026 to replace recaptcha on a mobile banking app", and "akamai bot manager or cloudflare bot management pricing for a mid-size airline site with heavy fare scraping".

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