Make your content visible to
ChatGPT.

AI search engines are replacing Google for millions of users. Find out if they can see your content — and what to improve to get recommended.

Free forever · No credit card · Results in ~60 seconds

14.2%
Conversion rate from AI search
Source: Opollo
+527%
AI search traffic growth YoY
Source: Semrush
47%
Google searches trigger AI Overviews
Source: Search Engine Journal
83%
AI Overview results get zero clicks
Source: AirankLab

The moat

Every SEO tool shows you the problem.
We ship the fix.

Semrush, Ahrefs, Profound — they all audit. None of them open the pull request. LightSpot detects your CMS or framework and generates the fix directly in your codebase, as a draft PR you can review and merge.

Next.js, Astro, GatsbyWordPress, Webflow, Shopify guidesDeterministic snippets, no hallucination
See side-by-side vs Semrush, Ahrefs, Profound →

The search landscape changed. Your SEO strategy didn't.

Traditional SEO tools optimize for blue links. But 83% of AI Overview results get zero clicks — the answer is given directly in the search results.

The sites that do get cited convert at 14.2% vs. 2.8% for organic. That's 5× higher. These are buyers, not browsers.

There's a new game being played. Most companies don't even know they're losing it.

Your site ranks well on traditional SEO tools
ChatGPT never mentions your brand or pages
AI Overviews cite your competitors — not you
You don't know what to fix — or where to start

Sound familiar? That's exactly what LightSpot checks.

Stop guessing. Start auditing.

Real audits · April 2026

Even the best-known websites have blind spots.

We audited an industry leader. Here's what we found.

Media / Publishing

Le Monde

52
out of 100
SEO score48/100
GEO score55/100
Critical issues11
Pages audited5

Incomplete structured data — missing author expertise signals that AI engines use to assess credibility. Meta descriptions 2× too long. No content optimized for AI extraction.

If industry leaders miss this, what's your site getting wrong?

Find out — free audit

Your AI visibility score in 60 seconds

No installation. No setup. Paste a URL, get a prioritized action plan.

1

Enter your URL

Enter your site or a specific page. Free plan includes 1 audit/month (up to 3 pages).

2

We run 46 criteria

SEO on-page checks, GEO semantic analysis (AI-assisted), structured data, Core Web Vitals — all in one pass.

3

Get your score + fix plan

Your AI Visibility Score out of 100, with the top 3 fixes sorted by impact/effort ratio.

The most complete AI visibility audit available

Built on Princeton / ACM SIGKDD 2024 research. Every criterion has a measured impact on whether AI engines cite your content.

SEO On-Page

21 criteria · 40% of score

  • Title tags, meta descriptions, URL structure
  • H1 / H2 / H3 heading hierarchy
  • Internal links, external links, broken link detection
  • Canonical URLs, hreflang, accidental noindex
  • Image alt text, Open Graph tags
  • Core Web Vitals: LCP, CLS, Total Blocking Time
  • Mobile performance via Google PageSpeed API

GEO — AI Optimization

25 criteria · 60% of score · The differentiator

  • Answer-ready content structure (+27% AI visibility)
  • Attributed statistics with named sources (+41%)
  • Named expert quotes (+28%)
  • External source citations — up to +115% for lower-ranked pages
  • JSON-LD schemas: Article, Product, Organization, FAQ, Author
  • Content freshness signals & dated statistics
  • AI crawler access: GPTBot, ClaudeBot, PerplexityBot
  • Server-side rendering — visible HTML without JavaScript

Princeton-backed methodology

Every GEO criterion comes with a measured citation impact from peer-reviewed research.

Prioritized fix plan

Top 3 actions ranked by impact/effort ratio. Start with the highest ROI — always.

Shareable report link

Every audit gets a public URL. Share it with your team, agency, or on LinkedIn.

Simple, honest pricing

A single GEO audit from an agency costs $2,000–5,000. LightSpot automates it for $99/month.

MonthlyAnnual−20%

Free

$0forever

Try it on your own site

  • 1 audit / month · 3 pages per audit
  • Overall score + grade
  • Top 3 priority fixes
  • Shareable report link
Start free
Most popular

Growth

$99/ month

Startups & SMBs

  • 10 audits / month · 10 pages per audit
  • Full 46-criteria report
  • Core Web Vitals
  • PDF export
  • Audit history & trends
  • Email support

Business

$249/ month

Scale-ups, mid-market & SEO consultants

  • 50 audits / month · 25 pages per audit
  • All Growth features
  • Advanced AI analysis
  • Auto-fix via GitHub PR
  • Competitor comparison
  • API access
  • Priority support

Enterprise

$599/ month

Agencies & large accounts

  • Unlimited audits · 50 pages per audit
  • All Business features
  • Advanced AI analysis
  • Auto-fix via GitHub PR
  • Bulk audit via CSV
  • Dedicated support

All paid plans include a 14-day free trial. Cancel anytime.

Every tool shows you the problem. We ship the fix.

Semrush, Ahrefs, Profound — they track AI citations now. None of them open a PR with the code change.

ToolSEO auditGEO auditAuto-fix PRsEntry price
LightSpotYou are hereFree
Semrush$199/mo+
Ahrefs$129/mo+
ProfoundMonitor only$495/mo+
Agency auditSometimesManual$2,000–5,000

Frequently asked questions

Spot what's invisible. Fix what matters.

Free audit. No credit card. Your score in 60 seconds.

Free forever · No credit card · Results in ~60 seconds