Most brands have no idea what ChatGPT says when a prospect asks for a recommendation in their category. They assume Google rankings translate to AI mentions. They don't.
An AI Visibility Audit gives you a per-engine, per-prompt breakdown: where you're cited, where you're missing, which competitors dominate, which sources the LLMs trust, and exactly what content and entity work you need to win the next 90 days.
It's the same audit we run as the first step of every AIFun engagement. You get the full report whether you keep working with us or not.
Who this is for
- Founders who suspect prospects are asking ChatGPT and getting a competitor
- B2B SaaS teams losing pipeline to AI-recommended alternatives
- Local businesses invisible in Gemini and Google AI Overviews
- Agencies pitching GEO and needing data to close
Main benefits
Per-engine visibility score
0–100 scores for ChatGPT, Perplexity, Gemini, Claude, Copilot, and Google AI Overviews so you see where you actually stand.
200+ real buyer prompts
We use category, comparison, jobs-to-be-done, and bottom-funnel prompts — not vanity brand searches.
Competitor share-of-voice
See who LLMs name most often and the sources they pull from to recommend them.
Citation source map
The exact URLs, listicles, Reddit threads, and review sites LLMs trust in your category.
Entity & schema gap report
Where your Knowledge Graph entity is weak, missing, or fragmented across the web.
90-day action plan
Prioritized fix list with effort and impact scoring — your content, PR, and technical team can start Monday.
How it works
- 1
Discovery call
30 minutes to align on ICP, category, competitors, and the prompts your buyers actually ask.
- 2
Prompt run + crawl
We run 200+ prompts across six AI engines, crawl every cited source, and build the citation graph.
- 3
Report delivery
Full PDF + interactive dashboard with engine scores, prompt-level results, competitor benchmarks, and the source map.
- 4
Strategy walk-through
60-minute call where we walk your team through the report and prioritize the 90-day plan.
Why Lovable businesses need this
Lovable lets you ship pages fast — but speed without an AI-visibility strategy means you're producing pages no LLM will ever cite. The audit tells you exactly which pages, schemas, and entity signals to ship first so your Lovable site compounds in AI search instead of sitting invisible.
Most Lovable sites we audit have zero structured data, no author entities, no FAQ schema, and no Wikipedia-grade citations. Fixing those four things is usually worth more than three months of blog posts.
Use cases & examples
B2B SaaS, $40M ARR
Audit showed competitor mentioned 7x more often in ChatGPT for the category prompt. We mapped citation sources, fixed entity data, and shipped 12 comparison pages. Mentions matched competitor in 14 weeks.
Local med-spa, 4 locations
Audit revealed zero presence in Gemini and Google AI Overviews. After LocalBusiness schema and 18 city + service pages, they captured 31% local AI share-of-voice.
Agency reseller
White-labeled the audit, closed 6 GEO retainers in 90 days at $4–8k MRR each.
Frequently asked questions
Is this just a brand-name search?+
No. We use 200+ category, comparison, jobs-to-be-done, and bottom-funnel prompts — the kinds of questions buyers actually ask before they know your brand name.
Which AI engines do you cover?+
ChatGPT (GPT-5), Perplexity, Google Gemini, Anthropic Claude, Microsoft Copilot, and Google AI Overviews. Optional add-ons for Brave AI and DuckDuckGo Assist.
How long does the audit take?+
From kickoff to delivered report: 5–7 business days. Strategy walk-through scheduled in the second week.
Do I have to be on Lovable?+
No. The audit works for any site on any stack. We just have extra automation if you're on Lovable.
Is the audit really free?+
The first audit is free for qualified businesses (>$500k revenue or funded startup). Re-audits and white-label resale are paid.
Explore related Lovable services
Claim your free AI Visibility Audit
Send us your website on WhatsApp or book a 30-minute discovery call. We'll confirm fit and kick off your audit this week.