Only 36% of Google searches still end in a click (SparkToro, 2024). LiftAudit is the first end-to-end platform that audits your site for AI search visibility, generates AI-powered fix briefs, monitors scores daily, and serves enriched content to verified AI crawlers at the edge — so ChatGPT, Perplexity, Google AI Overviews, and Claude actually pull from your content. Free audit in under a minute, no signup.
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 five-step GEO pipeline: (1) Audit scores your pages across technical readiness, content structure, GEO signals, and passage liftability; (2) Fix generates copy-paste-ready schema, meta, and passage rewrites — Fixbot even auto-chunks large pages; (3) Monitor re-scans daily (Pro) or weekly (Creator) and alerts on score drops; (4) Serve deploys an AI Edge Layer that enriches responses for verified AI crawlers; (5) Verify (in development, Q3 2026) 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.
Deploy the AI Edge Layer via subdomain CNAME or Full Proxy (Cloudflare) and LiftAudit intercepts requests from verified AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended — and serves enriched JSON-LD, llms.txt, and machine-readable facts alongside your normal HTML. Human visitors pass through untouched. One config, zero maintenance.
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 audit step to actual citation tracking, so you can measure whether the Fix, Monitor, and Serve 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's AI Edge Layer intercepts requests from verified AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended — and serves enriched JSON-LD, llms.txt, and machine-readable facts alongside your normal HTML. Human visitors pass through untouched. One-time setup, zero maintenance, instant DNS rollback.
Create a CNAME record (e.g. ai.yourdomain.com) pointing to LiftAudit's edge. AI crawlers visiting that subdomain get enriched responses. Your main domain is untouched and runs on your existing infrastructure.
Your actual domain is proxied through LiftAudit via Cloudflare. Verified AI crawlers visiting your domain automatically get enriched responses. Human visitors see your normal site. Includes automatic SSL certificate via Cloudflare.
Already in production: Live on malmingroup.com (Full Proxy, since July 2026). Available as a $99/mo per-project add-on.
LiftAudit's hybrid Site Search widget combines traditional keyword matching with AI-powered semantic search. When a visitor types a query, the widget searches your indexed content and returns passage-level results — the same enriched passages the audit scores. Two deployment modes, one embed.
Add <div data-liftaudit-search data-site="YOUR_SITE_KEY"></div> anywhere in your HTML. The widget renders a search input with typeahead suggestions and passage-level results. Works inside any container, any layout.
Add <script src="https://liftaudit.com/search-widget.js" data-site="YOUR_SITE_KEY"></script> to your page. A search icon appears in the bottom-right corner. Clicking it opens a modal with the same hybrid search engine. No layout changes needed.
Live in production: Deployed on search-demo.html and on malmingroup.com. Available as a $29/mo per-project add-on.
LiftAudit is the only platform that covers the full AI visibility lifecycle: audit for GEO readiness, fix with AI-generated rewrites, monitor daily for regressions, serve enriched content to AI crawlers at the edge, and verify citations in live engines (coming Q3 2026). Most tools offer a dashboard or citation tracking — LiftAudit does everything from the first scan to serving AI crawlers at the edge.
LiftAudit's single-page audit is free with no signup required. Paid plans ($29-$349/month) add scheduled monitoring, regression alerts, the verify layer, and white-label reports for agencies. Site Search and AI Edge Layer are available as add-ons to any plan. All plans are billed monthly with no contract.
Extend any Pro or Agency project. Billed per project, monthly, on top of your plan.
Add-on overage (Site Search products beyond the first 500) is metered and billed monthly at $0.02/product. You'll see the projected overage before it's charged.
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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.
I run my own sites, and I kept hitting the same wall: AI tools like ChatGPT were starting to recommend products directly — and I had no idea if they recommended mine, or could even see my sites. The tools that could tell me cost hundreds a month and just handed me problems with no fixes. So I built what I needed: it audits your site, checks whether AI crawlers can reach it, gives you the exact fixes to apply, and keeps watching so you know the moment something slips.
I'm not a big company. I'm one person who got tired of guessing — and a grandparent raising my grandkids, so I'm in this for the long haul. When you use LiftAudit, you're supported by someone who answers his own emails and needs it to work well for you.