A/B Testing · Reviewed 20 Oct 2026

Kameleoon

AI-powered A/B testing, personalization, and feature management platform.

from $495 · free tier · kameleoon.com ↗

Paid against free › A/B Testing › Kameleoon

Kameleoon at a glance

Overview

01

Summary

The useful answer before the supporting detail.

Kameleoon is an AI-powered experimentation platform for A/B testing, personalization, and feature management S1. It helps product, marketing, and engineering teams run experiments and deliver personalized experiences S12. The platform provides tools for data accuracy, privacy, and security to support reliable decision-making S5 S32.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Kameleoon is an AI-powered A/B testing, full stack, and personalization platform S1.
  • Core purpose: It enables teams to run experiments and personalize experiences to improve products and growth S1.
  • Intended users: Product, marketing, and engineering teams S12.
  • Product scope: A unified platform for experimentation, personalization, and feature management S1 S23.
  • Positioning: Empowers teams to put experimentation at the heart of every decision S1.
  • Claimed distinction: Offers the best feature set for data accuracy in the optimization market S5.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Product teamsValidate new features and measure impact on key metrics S12.
Marketing teamsPersonalize offers and promotions based on visitor behavior S20.
Engineering teamsManage feature releases with flags and approval workflows S23.

Features

07

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
A/B TestingRun A/B and multivariate tests on web and mobile with advanced targeting and reporting S12.
AI-Powered ExperimentationBuild experiments by chatting with AI, which generates test-ready variants S12 S104.
PersonalizationDeliver individualized experiences based on live behavior and intent S20.
Feature ManagementShip features safely with feature flags, progressive rollouts, and rollback S23.
Data AccuracyEnsure reliable results with CUPED, SRM detection, and custom attribution windows S29 S5.
Privacy and SecurityEncrypt data in transit and at rest, with consent management and compliance S32.
IntegrationsConnect with 100+ tools including data warehouses, CDPs, and analytics S12 S5.
08

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Snowflake, BigQuery, RedshiftData warehouse integrationSync experiment data with your data warehouse for analysis S5.
Segment, SalesforceCDP/CRM integrationActivate customer data for personalization and targeting S20.
Nginx, Fastly, Cloudflare, VercelEdge/CDN SDKsRun experiments on cached sites S23.
12+ SDKs for web and mobileSDKIntegrate experimentation and feature flags into apps S23.
CI/CD pipelinesAPI/integrationIntegrate feature flags into release workflows S23.

Pricing

09

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
PBX Starter - Free TrialFree, 30 daysUp to 3 experimentsNo credit card required S172
PBX StarterFrom $495 per month (billing period not stated)Up to 10 experiments, 50,000 visitors per monthAdd-ons for feature experimentation, mobile, CUPED, bandits S172
EnterpriseCustom (not published)Unlimited experiments and tested trafficAdvanced capabilities S172

Competition

10

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
youtube.com425kameleoon, ai ab
ailabtools.com111ai ab
docs.piano.io112kameleoon
app.kameleoon.com113kameleoon
gainframe.app114ai ab
fotor.com115ai ab
figpii.com116ai ab
insmind.com118ai ab

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

11

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: —

Scout traffic model did not return a separate AI-referral trend series for this domain.

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherKameleoon's AI platform allows you to build, test, and roll out impactful experiments in one place. From the first test to final release, you’re in control.https://www.kameleoon.com/
otherKameleoon AI scans your page for friction to build prioritized, prompt-ready experiments. It uses Predictive Impact Scoring, built on data from thousands of experiments, to ensure you launch ideas backed by real data, not intuition.https://www.kameleoon.com/
otherAI helps you target the right audience, assigns traffic, and picks the best metrics based on your goals.It adapts to visitor intent in real time to show the most relevant experience.https://www.kameleoon.com/
featuresLast July, Kameleoon changed experimentation by combining AI coding with testing. Now, with PBX 2.0, teams can Ideate, Build, Configure, Analyze AND Ship winning client-side tests server-side in minutes with an MCP.https://www.kameleoon.com/product-roadmap
featuresBuilt-in AI Assistant. Query results and build reports you can pin and reuse.https://www.kameleoon.com/product-roadmap
featuresAI and feature flagshttps://www.kameleoon.com/feature-flagging
features](#ai-and-feature-flags)https://www.kameleoon.com/feature-flagging
featuresLast July, Kameleoon changed experimentation by combining AI coding with testing. Now, with PBX 2.0, teams can Ideate, Build, Configure, Analyze AND Ship winning client-side tests server-side in minutes with an MCP.https://www.kameleoon.com/product-roadmap

These are first-party product claims, not independent measurements of AI-search visibility.

12

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gap4 first-page appearances across kameleoon, ai ab

Website intelligence — Collected evidence

Website evidence gaps

  • integrations: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

13

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
kameleoon.comBuild experiments in minutes by chatting with AI / KameleoonGrounded web search### Find ideas worth testing Kameleoon Agent AI reviews your page and suggests impactful experiments based on real user behavior. You stay in control, pick what to test, and how far you want to go. ... can access, edit, or hand off the code at any time.
kameleoon.comBuild experiments in minutes by chatting with AI / KameleoonGrounded web search### Find ideas worth testing Kameleoon Agent AI reviews your page and suggests impactful experiments based on real user behavior. You stay in control, pick what to test, and how far you want to go. ... can access, edit, or hand off the code at any time.
kameleoon.comBuild experiments in minutes by chatting with AI / KameleoonGrounded web search### Find ideas worth testing Kameleoon Agent AI reviews your page and suggests impactful experiments based on real user behavior. You stay in control, pick what to test, and how far you want to go. ... can access, edit, or hand off the code at any time.

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • Build experiments in minutes by chatting with AI / Kameleoon — Kameleoon AI scans your page for friction to build prioritized, prompt-ready experiments. It uses Predictive Impact Scoring, built on data from thousands of experiments, to ensure you launch ideas backed by real data, not intuition. ... ### Build variants in minutes Our agent generates test-ready variants, both front and back end. No manual coding required, but you can access, edit, or hand off the code at any time.
  • Build experiments in minutes by chatting with AI / Try Kameleoon for free — Prompt-Based Experimentation (PBX) is a new way to ideate, build, configure, analyze, and launch experiments. With PBX, you simply describe the web changes you want to test in natural language. AI then generates a variation and launches the experiment, without code or WYSIWYG editors.
  • Build experiments in minutes by chatting with AI / Try Kameleoon for free — ### Build tests in minutes by chatting with AI Describe what you want. Our AI turns it into a ready-to-run experiment. Edit, refine, or ship instantly, no dev bottlenecks. ... -Based Experimentation (PBX) is a new way to ideate, build, configure,
  • Experimentation for Marketing Teams / Kameleoon — Use AI to launch test in minutes. Improve layouts, CTAs, copy and design across acquisition, onboarding, ... ### Build experiments in minutes, by chatting with AI Design, configure, and launch web experiments just by prompting your ideas—no devs required.
  • Build experiments in minutes by chatting with AI / Kameleoon — ### Ask AI to identify ideas worth testing Kameleoon AI scans your page for friction to build prioritized, prompt-ready experiments. It uses Predictive Impact Scoring, built on data from thousands of experiments, to ensure you launch ideas backed by real data, not intuition. ... ### Build variants in minutes Our agent generates test-ready variants, both front and back end. No manual coding required, but you can access, edit, or hand off the code at any time. ... ### Target the right users, set t
  • Build experiments in minutes by chatting with AI / Kameleoon — testing Kameleoon AI scans your page for friction to build prioritized, prompt-ready experiments. It uses Predictive Impact Scoring, built on data from thousands of experiments, to ensure you launch ideas backed by real data, not intuition.
  • Kameleoon — Kameleoon empowers brands to build better products and digital experiences. It is the only optimization solution with Web Experimentation, Feature Experimentation, and AI-Driven Personalization capabilities in a single unified platform. Designed to pull all teams together, Kameleoon supports both product and marketing-led teams to increase their experimentation velocity and leverage their tech stacks. HIPAA, GDPR, and CCPA compliant, Kameleoon is already used by over 700 medium and enterprise-si

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

14

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipThe Customer’s use of the Services is subject to the Company’s privacy policy which is incorporated herein by reference.source
Contact and supportNot published on the collected pages.—
Legal and privacyGDPR, CCPA, and HIPAA compliancesource
Security and complianceISO 27001 & SOC2 certified. See the full list in our Security Portal.source
Uptime and status pageNo matter the traffic, enjoy 99.99% uptime and a snippet that loads under 70 ms.source
Domain registered2008-10-30—
Domain expires2027-10-30—

Not found on the collected pages: contact and support. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

15

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Product Roadmap Page / KameleoonRoadmapWith over 100 new releases a year, we push the limits of experimentation, making it faster, more accurate, and simpler for every team. (source)Not dated
Build experiments in minutes by chatting with AI / KameleoonRoadmapPublic product roadmap. (source)Not dated
About Us / KameleoonRoadmapPublic product roadmap. (source)Not dated

Not found in the collected public sources: changelog or release notes, status page, separate help center or knowledge base.

Technical

16

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Cloud-based platform S1.S1
Platforms and appsWeb platform with SDKs for web and mobile S23.S23
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides SDKs and APIs for product and engineering environments S12.S12
Data ownership and exportNot published on the collected pages.—
Performance and reliability claims99% local storage-based, zero-latency SDKs, CDNs with <50 ms latency globally S104.S104
Release activityNot published on the collected pages.—
17

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2008-10-30 — OVH sas
Domain expires2027-10-30
First archived2004-03-24 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-12-12
Security headersHSTS
Headers not servedCSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headercloudflare
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserverspete.ns.cloudflare.com, lady.ns.cloudflare.com

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

18

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 95/100
  • Critical issues: 0
  • Warnings: 16
  • Notices: 0

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed73https://www.kameleoon.com/pbx-free-trial
warningMissing canonical URL—https://www.kameleoon.com/pbx-free-trial
warningMissing canonical URL—https://www.kameleoon.com/platform/experimentation
warningMissing canonical URL—https://www.kameleoon.com/platform/feature-management
warningMissing canonical URL—https://www.kameleoon.com/platform/mobile-app-testing
warningMissing canonical URL—https://www.kameleoon.com/platform/product-recommendation
warningMissing canonical URL—https://www.kameleoon.com/platform/personalization
warningMissing canonical URL—https://www.kameleoon.com/platform/single-page-application
warningMissing canonical URL—https://www.kameleoon.com/platform/privacy-security
warningMissing canonical URL—https://www.kameleoon.com/platform/data-accuracy
warningMissing canonical URL—https://www.kameleoon.com/integrations
warningMissing canonical URL—https://www.kameleoon.com/partner-homepage
warningDuplicate title in audit sample2https://www.kameleoon.com/
warningDuplicate title in audit sample2https://www.kameleoon.com/
warningDuplicate meta description in audit sample2https://www.kameleoon.com/
warningDuplicate meta description in audit sample2https://www.kameleoon.com/

Crawled pages

StatusTitleH1sWordsResponseURL
200Build experiments in minutes by chatting with AI \Kameleoon1212763 ms
200Build experiments in minutes by chatting with AI \Kameleoon1212759 ms
200De l’idée au test en un instant avec l’IA \Kameleoon1218994 ms
200Von der Idee zum Experiment , direkt im Chat mit AI \Kameleoon1205580 ms
200Build experiments in minutes by chatting with AI \Try Kameleoon for free1937100 ms
200A/B Test & Experimentation \Kameleoon1140238 ms
200Feature Management \Kameleoon168149 ms
200Mobile App Testing \Kameleoon162563 ms
200Product Recommendation and Merchandising \Kameleoon167274 ms
200AI-Driven Personalization \Kameleoon158750 ms
200Single Page Applications \Kameleoon159770 ms
200Data Privacy & Security \Kameleoon161841 ms
200Data Accuracy \Kameleoon165861 ms
200Integrations \Kameleoon173972 ms
200Kameleoon&#x27;s Partners \Kameleoon148664 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

19

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

Scout traffic model did not return a traffic-source distribution for this domain.

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

20

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed pricing for Enterprise, no customer case studies, and no independent review ratings. Open questions include the exact billing period for the Starter plan and the full list of integrations.

21

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from kameleoon.com, including product pages, pricing, and terms. Evidence was gathered via static and rendered page collection. External proof search was performed but no additional verified sources were used. Limitations include reliance on vendor-published information and absence of third-party reviews.

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