AEO Audit for lssunilawrin.com
Target: https://www.lssunilawrin.com/
Score: 33 / 100
Generated: 2026-05-21T10:09:21.788Z
Pages crawled: 1
Findings: 19 pass · 92 warn · 11 fail · 0 unknown
1. Crawl Summary
- ✅ Fetched 1 of 1 pages successfully Target: https://www.lssunilawrin.com
2. Data Found
| Data Point | Found? | Source | Notes |
|---|---|---|---|
| Pricing | No | — | — |
| Customer logos | No | — | — |
| Social proof | No | — | — |
| Recent launches | No | — | — |
| Blog post activity | No | — | — |
| New hires | No | — | Often only on a /blog/team or LinkedIn page |
| Headline copy | No | — | — |
| Positioning | No | — | — |
| Executive team | No | — | — |
| Product/service descriptions | No | — | — |
| Case studies or testimonials | No | — | — |
| Contact/demo/signup paths | No | — | — |
3. Homepage Audit
- ❌ Missing H1 No
<h1>element found. LLMs use the H1 as the strongest signal of what the page is about. - ❌ Important content appears to be JavaScript-rendered Raw HTML contains 29 chars of text; rendered DOM contains 1192 (41.1× more). LLM crawlers like GPTBot generally do not run JavaScript — they will miss most of your content.
- ❌ Content volume: 0 words Very thin content. AI models need substantive text to understand and recommend your site.
- ⚠️ Missing meta description Add a
<meta name="description">to control the snippet AI/SERP show. - ⚠️ Short
<title>(29 chars) Aim for 30–60 chars. Lead with brand or product, then value prop. - ⚠️ Missing canonical link Add
<link rel="canonical" href="https://your-domain">to prevent dup-content confusion. - ❌ Open Graph: missing title, description, image
- ⚠️ No Twitter Card tags Add twitter:card, twitter:title, twitter:description, twitter:image for richer previews in social and AI agent surfaces.
- ❌ Heading structure: 0 (h1:0, h2:0, h3:0) Few headings make it hard for AI to understand sectioning. Use h2/h3 to label each section.
- ❌ Internal links: 0 Few internal links. Add a nav/footer with links to your key pages so AI crawlers can discover them.
- ✅ Homepage fetched successfully HTTP 200 · 526 bytes · 52ms
- ✅ Page load time: 0.05s Fast — well within AI crawler budgets.
- ✅ declared
- ✅ Favicon declared
4. Content Quality
- ❌ Snippet-ready blocks: 0 (ul:0, ol:0, table:0) Add bullet lists, numbered steps, or a comparison table. Answer engines prefer structured blocks over prose.
- ❌ Text-to-HTML ratio: 0.0% Very low text density. AI crawlers will struggle to find substantive content.
- ⚠️ No question-style headings found Phrase at least one heading as a user question (e.g. 'How does pricing work?') to match conversational AI queries.
- ⚠️ No date signal found Add or article:published_time meta. AI ranking weights freshness.
- ⚠️ No author byline found Add
<meta name="author" content="Name">or a visible byline withrel="author". Strengthens E-E-A-T signals.
5. Schema / Structured Data Audit
- ❌ No JSON-LD structured data found Add JSON-LD blocks (Organization, SoftwareApplication, FAQPage, BreadcrumbList) so AI answer engines can ingest your data without guessing.
6. Links & Images
No findings.
7. Performance
- ⚠️ 1 render-blocking script(s) in Move non-critical scripts to end of or add
defer/async. - ✅ Page size: 1 KB Compact HTML payload — well within AI crawler limits.
- ✅ Resource requests: 2 (scripts:1, css:1, img:0) Reasonable request count.
- ✅ Response time: 52ms Fast first response.
- ✅ Cache-Control set (CDN: Vercel) Cache-Control: public, max-age=0, must-revalidate CDN detected: Vercel
8. Security
- ⚠️ Content-Security-Policy missing Define a CSP to limit script sources — large reduction in XSS surface.
- ⚠️ X-Frame-Options missing Add
X-Frame-Options: SAMEORIGIN(or use CSP frame-ancestors) to prevent clickjacking. - ⚠️ X-Content-Type-Options missing Add
X-Content-Type-Options: nosniffto block MIME-type sniffing. - ⚠️ Referrer-Policy missing Add
Referrer-Policy: strict-origin-when-cross-originfor safer referrers. - ⚠️ Permissions-Policy missing Restrict browser features (camera, mic, geolocation) you don't use.
- ✅ Served over HTTPS
- ✅ No mixed content detected
- ✅ HSTS set max-age=63072000
9. robots.txt and sitemap.xml Audit
- ⚠️ Sitemap is empty No entries found. Sitemap should list canonical URLs.
- ✅ robots.txt present 682 chars
- ✅ robots.txt references sitemap(s)
- ✅ sitemap.xml present (0 URLs)
10. LLM / AI Crawler Accessibility
- ⚠️ GPTBot not explicitly addressed No User-agent: GPTBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ⚠️ ClaudeBot not explicitly addressed No User-agent: ClaudeBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ⚠️ PerplexityBot not explicitly addressed No User-agent: PerplexityBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ⚠️ Google-Extended not explicitly addressed No User-agent: Google-Extended block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ⚠️ OAI-SearchBot not explicitly addressed No User-agent: OAI-SearchBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ⚠️ Applebot-Extended not explicitly addressed No User-agent: Applebot-Extended block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ⚠️ CCBot not explicitly addressed No User-agent: CCBot block in robots.txt. We recommend explicit Allow rules so crawlers don't fall back to defaults.
- ✅ llms.txt present 526 chars
- ✅ skill.md present
- ✅ /.well-known/ai-plugin.json present
- ✅ /.well-known/security.txt present Security contact published — builds trust with crawlers and security researchers.
11. Positioning Clarity
- ⚠️ H1 missing or too short to convey value Add a clear, single-sentence H1 like 'We help X do Y.'
- ❌ No discoverable CTA Add a clearly-labeled Contact, Demo, or Sign up link to the nav or hero.
- ⚠️ No clear About/Team link Add an About or Team link in the nav or footer so LLMs can identify the company.
- ⚠️ No pricing/plans link found AI summaries commonly include pricing. Add a /pricing page even if pricing is custom.
- ⚠️ Value-prop language not detected Pages with phrases like 'we help X', 'platform for Y', 'built for Z' are easier for LLMs to summarize.
12. Missing or Hard-to-Find Information
- ❌ 12 data point(s) could not be found from public pages · Pricing · Customer logos · Social proof · Recent launches · Blog post activity · New hires · Headline copy · Positioning · Executive team · Product/service descriptions · Case studies or testimonials · Contact/demo/signup paths
13. Recommended Fixes
⚠️ Add a single, focused H1 to the homepage One
<h1>per page. Write it as 'We help [audience] [do thing].' so an LLM can quote it verbatim.⚠️ Server-render critical homepage content Move the headline, sub-headline, pricing summary, and CTA into server-rendered HTML. Most LLM bots do not execute JS.
⚠️ Add more substantive homepage content AI models need 300+ words of visible body text to summarize and recommend a site. Add a value-prop paragraph, a short FAQ, and a 'how it works' section.
⚠️ Rewrite the homepage H1 to be self-evident Replace clever copy with literal copy. 'We help X do Y' beats 'Reimagine Y'.
⚠️ Add a discoverable CTA Place 'Contact sales' or 'Start free' in the top-right of the nav. LLMs cite the visible label.
⚠️ Add JSON-LD structured data Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
⚠️ Add lists or comparison tables Answer engines lift bulleted lists, numbered steps, and tables verbatim. Add at least 2 snippet-ready blocks to the homepage.
⚠️ Raise your text-to-HTML ratio Strip unused inline scripts/styles and move large bundles to external files. AI crawlers struggle when most of the response is markup.
⚠️ Add a meta description 50–160 chars. Repeat your core value prop in plain language; this often becomes the AI snippet.
<meta name="description" content="CrawlProof shows you exactly how AI crawlers see your site, then tells you what to fix." />⚠️ Make your About/Team page reachable Add a top-nav or footer link to /about or /team so LLMs can identify the entity behind the site.
⚠️ Add a /pricing page Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.
⚠️ Populate your sitemap with canonical URLs The sitemap must list
<loc>entries — empty sitemaps are worse than none.⚠️ Phrase a heading as a user question Use headings like 'How does pricing work?' or 'Who is this for?' — they map directly to conversational AI queries.
⚠️ Publish a date signal Add
<time datetime="2026-05-17">or<meta property="article:published_time">. AI ranking heavily weights freshness.⚠️ Set a meaningful
<title>30–60 chars. Lead with the brand or product, then the value prop.<title>CrawlProof — AEO audits for AI crawlers</title>⚠️ Add a canonical link Prevents dup-content drift and tells AI crawlers which URL is authoritative.
<link rel="canonical" href="https://yoursite.com/" />⚠️ Complete Open Graph tags AI bots use OG for fast disambiguation. Add all four:
<meta property="og:title" content="Your Page Title" /> <meta property="og:description" content="50–160 char description of this page." /> <meta property="og:image" content="https://yoursite.com/og-image.jpg" /> <meta property="og:url" content="https://yoursite.com/" /> <meta property="og:type" content="website" /> <meta property="og:site_name" content="YourSite" />⚠️ Add Twitter Card meta tags Used by social platforms and AI agents for richer previews.
<meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="Your Page Title" /> <meta name="twitter:description" content="50–160 char description." /> <meta name="twitter:image" content="https://yoursite.com/og-image.jpg" />⚠️ Add structured headings Use h2 for each section and h3 for sub-points. AI uses these to outline and chunk the page.
⚠️ Add internal navigation links Top nav + footer with links to /pricing, /docs, /about, /contact gives AI crawlers an entry point to the rest of the site.
⚠️ Allow GPTBot in robots.txt Add an explicit User-agent: GPTBot Allow: / block so this AI crawler can read your site.
⚠️ Allow ClaudeBot in robots.txt Add an explicit User-agent: ClaudeBot Allow: / block so this AI crawler can read your site.
⚠️ Allow PerplexityBot in robots.txt Add an explicit User-agent: PerplexityBot Allow: / block so this AI crawler can read your site.
⚠️ Allow Google-Extended in robots.txt Add an explicit User-agent: Google-Extended Allow: / block so this AI crawler can read your site.
⚠️ Allow OAI-SearchBot in robots.txt Add an explicit User-agent: OAI-SearchBot Allow: / block so this AI crawler can read your site.
⚠️ Allow Applebot-Extended in robots.txt Add an explicit User-agent: Applebot-Extended Allow: / block so this AI crawler can read your site.
⚠️ Allow CCBot in robots.txt Add an explicit User-agent: CCBot Allow: / block so this AI crawler can read your site.
⚠️ Eliminate render-blocking head scripts Add
deferorasyncto any<script src="…">in<head>, or move it to the end of<body>.⚠️ State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.
⚠️ Define a Content-Security-Policy Start with
Content-Security-Policy-Report-Onlyto learn safe sources, then enforce. Cuts XSS blast radius.⚠️ Declare an author byline Add
<meta name="author" content="Name">or a visible byline withrel="author". Combine with Person JSON-LD for E-E-A-T.⚠️ Add X-Frame-Options
X-Frame-Options: SAMEORIGIN(or CSPframe-ancestors) blocks clickjacking via iframe embeds.⚠️ Add X-Content-Type-Options
X-Content-Type-Options: nosniffprevents browsers from MIME-sniffing responses.⚠️ Set a Referrer-Policy
Referrer-Policy: strict-origin-when-cross-originis a safe default.⚠️ Set a Permissions-Policy Restrict browser features you don't use, e.g.
Permissions-Policy: camera=(), microphone=(), geolocation=().
14. Priority To-Do List
P1 — Add a single, focused H1 to the homepage One
<h1>per page. Write it as 'We help [audience] [do thing].' so an LLM can quote it verbatim.P1 — Server-render critical homepage content Move the headline, sub-headline, pricing summary, and CTA into server-rendered HTML. Most LLM bots do not execute JS.
P1 — Add more substantive homepage content AI models need 300+ words of visible body text to summarize and recommend a site. Add a value-prop paragraph, a short FAQ, and a 'how it works' section.
P1 — Rewrite the homepage H1 to be self-evident Replace clever copy with literal copy. 'We help X do Y' beats 'Reimagine Y'.
P1 — Add a discoverable CTA Place 'Contact sales' or 'Start free' in the top-right of the nav. LLMs cite the visible label.
P1 — Add JSON-LD structured data Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
P2 — Add lists or comparison tables Answer engines lift bulleted lists, numbered steps, and tables verbatim. Add at least 2 snippet-ready blocks to the homepage.
P2 — Raise your text-to-HTML ratio Strip unused inline scripts/styles and move large bundles to external files. AI crawlers struggle when most of the response is markup.
P2 — Add a meta description 50–160 chars. Repeat your core value prop in plain language; this often becomes the AI snippet.
```html <meta name="description" content="CrawlProof shows you exactly how AI crawlers see your site, then tells you what to fix." /> ```P2 — Make your About/Team page reachable Add a top-nav or footer link to /about or /team so LLMs can identify the entity behind the site.
P2 — Add a /pricing page Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.
P2 — Populate your sitemap with canonical URLs The sitemap must list
<loc>entries — empty sitemaps are worse than none.P3 — Phrase a heading as a user question Use headings like 'How does pricing work?' or 'Who is this for?' — they map directly to conversational AI queries.
P3 — Publish a date signal Add
<time datetime="2026-05-17">or<meta property="article:published_time">. AI ranking heavily weights freshness.P3 — Set a meaningful
<title>30–60 chars. Lead with the brand or product, then the value prop.```html <title>CrawlProof — AEO audits for AI crawlers</title> ```P3 — Add a canonical link Prevents dup-content drift and tells AI crawlers which URL is authoritative.
```html <link rel="canonical" href="https://yoursite.com/" /> ```P3 — Complete Open Graph tags AI bots use OG for fast disambiguation. Add all four:
```html <meta property="og:title" content="Your Page Title" /> <meta property="og:description" content="50–160 char description of this page." /> <meta property="og:image" content="https://yoursite.com/og-image.jpg" /> <meta property="og:url" content="https://yoursite.com/" /> <meta property="og:type" content="website" /> <meta property="og:site_name" content="YourSite" /> ```P3 — Add Twitter Card meta tags Used by social platforms and AI agents for richer previews.
```html <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" content="Your Page Title" /> <meta name="twitter:description" content="50–160 char description." /> <meta name="twitter:image" content="https://yoursite.com/og-image.jpg" /> ```P3 — Add structured headings Use h2 for each section and h3 for sub-points. AI uses these to outline and chunk the page.
P3 — Add internal navigation links Top nav + footer with links to /pricing, /docs, /about, /contact gives AI crawlers an entry point to the rest of the site.
Report by CrawlProof. Reusable after every major website change.