Botify vs Lumenlab

Botify is a paid AI search platform for improving a brand’s visibility across search engines and AI platforms. Botify Analytics combines crawl, search, and analytics data to identify organic traffic and conversion opportunities. AI Readiness serves website content and product data in formats intended for AI agents, while AI Visibility provides GEO, website, keyword, and agent or bot analytics with prioritized actions and alerts. Botify Activation automates content optimization, testing, deployment, indexation, and internal linking. Listed integrations include Google Analytics, Adobe Analytics, Piano, Google Search Console, Semrush, and web server logs. A documented API uses Botify Query Language, and a Chrome extension displays analysis while browsing a site. Plans are Essential, Accelerate, Growth, Pro, and Enterprise, with pricing on request. Enterprise includes SSO; Pro and Enterprise include extended retention. Botify says it was founded in 2012 and is headquartered in Paris, France.

Lumenlab is a web-based SEO A/B testing platform for measuring the organic effect of changes before site-wide rollout. It uses Google Search Console data to form comparable control and variant groups, changes the variant group, and leaves the control unchanged. Tests run at page level, with one consistent version per page. Supported tests include headings, titles, meta descriptions, structured data, page content, page speed, Web Vitals, and custom page-level variables. Lumenlab analyzes results with Bayesian structural time series and synthetic control, accounting for seasonality and algorithm updates. It reports when and how often Google crawls variant pages. Connections can use Cloudflare CDN or an installable JavaScript snippet for server-side or client-side changes. Edge SEO applies metadata, robots.txt, and HTML markup changes after HTML generation and before delivery, without backend deployments or CMS edits. The platform supports high-volume websites and single-page applications, including React, Next.js, Vue, and Angular. Pricing is on request. All plans include free onboarding and monthly specialist support; a free demo is available, but no trial duration is stated.