# AEO Audit for edumag-ng-csri.vercel.app
**Target:** https://edumag-ng-csri.vercel.app/
**Score:** 41 / 100
**Generated:** 2026-05-21T06:53:17.530Z
**Pages crawled:** 4
**Findings:** 30 pass · 69 warn · 5 fail · 0 unknown
---
## 1. Crawl Summary
- ✅ **Fetched 4 of 4 pages successfully**
Target: https://edumag-ng-csri.vercel.app
## 2. Data Found
| Data Point | Found? | Source | Notes |
|---|---:|---|---|
| Pricing | Yes | Navigation links | — |
| Customer logos | Yes | Homepage | trusted by |
| Social proof | Yes | Homepage | trusted by |
| Recent launches | No | — | — |
| Blog post activity | No | — | — |
| New hires | No | — | Often only on a /blog/team or LinkedIn page |
| Headline copy | Yes | Homepage | The Modern School Management System for Nigerian Schools |
| Positioning | Yes | Homepage | built for |
| Executive team | No | — | — |
| Product/service descriptions | Yes | Homepage | From meta description |
| Case studies or testimonials | No | — | — |
| Contact/demo/signup paths | Yes | Navigation links | — |
## 3. Homepage Audit
- ⚠️ **Page load time: 1.52s**
Acceptable — consider optimizing for faster crawl times.
- ⚠️ **Short `` (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.
- ⚠️ **Content volume: 292 words**
Thin content. Aim for 300+ words on the homepage so AI models can extract a useful description.
- ✅ **Homepage fetched successfully**
HTTP 200 · 95737 bytes · 1525ms
- ✅ **<html lang="en"> declared**
- ✅ **Single H1**
The Modern School Management System for Nigerian Schools
- ✅ **Meta description present (65 chars)**
- ✅ **Critical content is server-rendered**
Raw and rendered text are within 4% of each other.
- ✅ **Heading structure: 14 (h1:1, h2:4, h3:9)**
Multiple headings help AI chunk and outline your page.
- ✅ **Internal links: 9**
9 internal + 0 external links help crawlers navigate.
- ✅ **Favicon declared**
## 4. Content Quality
- ❌ **Text-to-HTML ratio: 2.4%**
Very low text density. AI crawlers will struggle to find substantive content.
- ⚠️ **No date signal found**
Add <time datetime="…"> or article:published_time meta. AI ranking weights freshness.
- ⚠️ **No author byline found**
Add `<meta name="author" content="Name">` or a visible byline with `rel="author"`. Strengthens E-E-A-T signals.
- ✅ **Heading levels are well-ordered**
14 headings nested in order.
- ✅ **Snippet-ready blocks: 3 (ul:3, ol:0, table:0)**
Lists and tables are extracted verbatim by AI answer engines.
- ✅ **1 question-style heading(s)**
Questions in headings map cleanly to user queries. Pair with FAQPage JSON-LD for max lift.
## 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 broken links in first 3**
HEAD-probed the first 20 unique homepage links — all 2xx/3xx.
## 7. Performance
- ❌ **Response time: 1525ms**
Slow response. Check CDN/cache headers and origin latency.
- ⚠️ **1 render-blocking script(s) in <head>**
Move non-critical scripts to end of <body> or add `defer`/`async`.
- ⚠️ **Inline JS+CSS bulk: 57 KB**
Move large inline scripts/styles to external files to enable caching.
- ✅ **Page size: 93 KB**
Compact HTML payload — well within AI crawler limits.
- ✅ **Resource requests: 11 (scripts:10, css:1, img:0)**
Reasonable request count.
- ✅ **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: nosniff` to block MIME-type sniffing.
- ⚠️ **Referrer-Policy missing**
Add `Referrer-Policy: strict-origin-when-cross-origin` for 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; includeSubDomains; preload
## 9. robots.txt and sitemap.xml Audit
- ❌ **sitemap.xml not found**
Add /sitemap.xml — required for reliable AI/SERP discovery.
- ⚠️ **robots.txt not found**
No /robots.txt was reachable. Add one explicitly — silence is read differently by different crawlers, and you lose the chance to control AI bots.
## 10. LLM / AI Crawler Accessibility
- ⚠️ **llms.txt missing**
Add /llms.txt — a concise, link-rich summary that helps LLMs orient on your site.
- ⚠️ **skill.md missing**
Add /skill.md describing what your site lets agents do — speeds up agent task routing.
- ⚠️ **/.well-known/security.txt missing**
Publish a /.well-known/security.txt with at least a Contact: line. Crawlers and security researchers expect it; AI systems use it as a trust signal.
## 11. Positioning Clarity
- ⚠️ **No clear About/Team link**
Add an About or Team link in the nav or footer so LLMs can identify the company.
- ✅ **H1 communicates value**
The Modern School Management System for Nigerian Schools
- ✅ **Value-prop language detected**
- ✅ **Pricing path discoverable**
- ✅ **Contact / signup path discoverable**
## 12. Missing or Hard-to-Find Information
- ⚠️ **5 data point(s) could not be found from public pages**
· Recent launches
· Blog post activity
· New hires
· Executive team
· Case studies or testimonials
## 13. Recommended Fixes
- ⚠️ **Publish a sitemap.xml**
Generate /sitemap.xml automatically (Next.js: app/sitemap.ts). Include every canonical URL.
- ⚠️ **Add JSON-LD structured data**
Start with Organization on the root layout and SoftwareApplication or Product on /pricing. Add FAQPage on any FAQ section.
- ⚠️ **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 /llms.txt**
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
- ⚠️ **Reduce response time**
Push static HTML to a CDN edge cache. If you must server-render per-request, profile DB/template work and add `Cache-Control: s-maxage=…`.
- ⚠️ **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.
- ⚠️ **Create a robots.txt**
Even a minimal robots.txt is better than none. Always reference your Sitemap and explicitly address AI bots.
- ⚠️ **Publish a date signal**
Add `<time datetime="2026-05-17">` or `<meta property="article:published_time">`. AI ranking heavily weights freshness.
- ⚠️ **Speed up homepage rendering**
AI crawlers commonly time out around 3s. Cache the HTML, ship less JS for the first paint, and pre-render the hero section server-side.
- ⚠️ **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
```
- ⚠️ **Add a canonical link**
Prevents dup-content drift and tells AI crawlers which URL is authoritative.
```html
```
- ⚠️ **Complete Open Graph tags**
AI bots use OG for fast disambiguation. Add all four:
```html
```
- ⚠️ **Add Twitter Card meta tags**
Used by social platforms and AI agents for richer previews.
```html
```
- ⚠️ **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.
- ⚠️ **Add /skill.md**
Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.
- ⚠️ **Publish /.well-known/security.txt**
A security contact builds trust with crawlers and researchers. Minimal example:
```
Contact: mailto:security@yourdomain.com
Expires: 2027-01-01T00:00:00.000Z
Preferred-Languages: en
```
- ⚠️ **Eliminate render-blocking head scripts**
Add `defer` or `async` to any `