LiftAudit is still in active development. Some features may be incomplete or change as we build toward the full release.
Only 36% of Google searches result in clicks to the open web (SparkToro, 2024). LiftAudit is a generative engine optimization (GEO) tool that scores how quotable your pages are for ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude, then generates the exact schema, meta, and passage fixes to become a cited source. The free audit runs in under a minute with no signup required.
Nearly 60% of Google searches are true zero-click — the user finds their answer on the results page and never visits a website (SparkToro, 2024). Generative engine optimization (GEO) is the discipline of making pages quotable by AI search engines like ChatGPT, Perplexity, and Google AI Overviews. Unlike traditional SEO, which optimizes for ranking position, GEO optimizes for citation.
According to the SparkToro / Datos Zero-Click Search Study (2024), only 36% of Google searches in the United States result in a click to the open web. For every 1,000 searches, just 360 drive traffic to non-Google websites. The remaining 640 searches either end on Google's results page without a click or go to Google-owned properties like YouTube, Maps, and Shopping.
When an AI engine like Perplexity or ChatGPT does cite sources, it selects a short list of pages to quote. If your page is not in that list, you are invisible in the response regardless of your traditional search ranking position.
According to the SparkToro / Datos Zero-Click Search Study (2024), nearly 30% of all Google clicks never leave Google's ecosystem. Instead, they go to Google-owned properties like YouTube, Google Maps, Google Shopping, or Google Images. Even when users do click, the traffic stays within Google's walled garden rather than reaching independent websites. Traditional SEO ranking signals (backlinks, page speed, keyword density) differ from the signals AI engines use to select citations (structured data, answer-first passages, crawler access). Optimizing for ranking and optimizing for AI citation are now two separate jobs requiring different tools and techniques.
LiftAudit runs a four-step GEO workflow: (1) Scan checks AI crawler access for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended, validates Schema.org JSON-LD markup, and scores passage liftability; (2) Fix generates copy-paste-ready schema, meta, and passage rewrites formatted for Claude or ChatGPT; (3) Monitor re-scans daily on Pro ($99/month) or weekly on Creator ($24/month) and alerts on score drops; (4) Verify (in development) will probe ChatGPT, Perplexity, and Google AI Overviews to confirm actual citations.
LiftAudit checks whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) can access your site, validates your Schema.org JSON-LD markup, reviews robots.txt and sitemap configuration, and scores each passage for answer-first structure, self-contained context, and optimal length (40-60 words). The scan produces a single readiness score plus four category scores: technical, content, GEO signals, and liftability.
LiftAudit generates a fix brief with the exact JSON-LD schema to add, the title tag and meta description to replace, and the passage rewrites that lead with the answer. The brief is formatted for Claude, ChatGPT, or any AI coding tool — paste it in and the changes get applied. No developer required for most fixes.
LiftAudit re-crawls your site daily (Pro plan) or weekly (Creator plan) and compares scores to the previous scan. If a deploy, template change, or CMS update breaks your canonical tags, removes structured data, or lowers passage liftability, LiftAudit sends an alert. Monitoring catches the silent regressions that manual audits miss.
LiftAudit's verify layer (in development) will query ChatGPT, Perplexity, and Google AI Overviews with your target prompts and check whether your pages appear in the cited sources. This connects readiness scores from the Scan step to actual citation tracking, so you can measure whether the Fix and Monitor steps are working.
LiftAudit measures GEO readiness across two layers: structural readiness (whether AI crawlers like GPTBot, ClaudeBot, and PerplexityBot can access your content and parse your Schema.org JSON-LD) and passage liftability (whether individual paragraphs are answer-first, self-contained, and 40-60 words long). LiftAudit checks both layers in a single scan and produces a unified score.
LiftAudit offers browser extensions for Chrome, Firefox, and Safari that score any page's GEO readiness in one click without leaving the tab. The extensions use the same audit engine as the web app and work on your own site or a competitor's page — no URL copy-pasting required.
LiftAudit combines four functions in one workflow: scoring GEO readiness, generating copy-paste fixes, monitoring for regressions, and verifying actual citations in live AI engines. Most GEO tools provide only a dashboard or only citation tracking — LiftAudit covers the full workflow from initial audit through citation verification.
LiftAudit's single-page audit is free with no signup required. Paid plans ($24-$349/month) add scheduled monitoring, regression alerts, the verify layer, and white-label reports for agencies. All plans are billed monthly with no contract.
Need SSO, an SLA, or volume? Enterprise →
Launch pricing · billed monthly · cancel anytime
Indie developers and creators use LiftAudit's free audit and copy-paste fix briefs to optimize their sites for AI citation without hiring an SEO consultant. The tool identifies which passages need restructuring and generates the exact schema, meta, and content changes to improve liftability scores.
In-house marketing teams use LiftAudit's monitoring to ensure every new page is crawlable, structured with proper schema, and quotable by AI engines. Scheduled re-scans catch regressions from deploys and CMS updates that silently break canonical tags, remove structured data, or lower passage liftability.
Agencies use LiftAudit's Agency plan ($349/month) to audit, fix, and monitor a portfolio of client sites, generate white-label GEO reports, and sell optimization as a recurring service. The plan includes API access for integration with existing workflows and priority support.