# AEO Audit for classroom.google.com
**Target:** https://classroom.google.com/
**Score:** 24 / 100
**Generated:** 2026-05-13T06:57:34.994Z
**Pages crawled:** 3
**Findings:** 11 pass · 68 warn · 12 fail · 0 unknown
---
## 1. Crawl Summary
- ✅ **Fetched 1 of 3 pages successfully**
Target: https://classroom.google.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 | Yes | Homepage | Sign in |
| Positioning | No | — | — |
| Executive team | No | — | — |
| Product/service descriptions | No | — | — |
| Case studies or testimonials | No | — | — |
| Contact/demo/signup paths | No | — | — |
## 3. Homepage Audit
- ❌ **Content volume: 39 words**
Very thin content. AI models need substantive text to understand and recommend your site.
- ⚠️ **Missing meta description**
Add a `` to control the snippet AI/SERP show.
- ⚠️ **Short `` (25 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: 1 (h1:1, h2:0, h3:0)**
Few headings make it hard for AI to understand sectioning. Use h2/h3 to label each section.
- ⚠️ **Internal links: 2**
Few internal links. Add a nav/footer with links to your key pages so AI crawlers can discover them.
- ✅ **Homepage fetched successfully**
HTTP 200 · 924108 bytes · 466ms
- ✅ **Page load time: 0.47s**
Fast — well within AI crawler budgets.
- ✅ **<html lang="en-US"> declared**
- ✅ **Single H1**
Sign in
- ✅ **Critical content is server-rendered**
Raw and rendered text are within 0% of each other.
- ✅ **Alt text coverage: 100%**
1/1 images have alt text.
## 4. 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.
## 5. robots.txt and sitemap.xml Audit
- ❌ **sitemap.xml not found**
Add /sitemap.xml — required for reliable AI/SERP discovery.
- ⚠️ **robots.txt does not reference a Sitemap**
Add `Sitemap: https://yoursite.com/sitemap.xml` to robots.txt.
- ✅ **robots.txt present**
153 chars
## 6. LLM / AI Crawler Accessibility
- ❌ **GPTBot blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for GPTBot overrides it.
- ❌ **ClaudeBot blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for ClaudeBot overrides it.
- ❌ **PerplexityBot blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for PerplexityBot overrides it.
- ❌ **Google-Extended blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for Google-Extended overrides it.
- ❌ **OAI-SearchBot blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for OAI-SearchBot overrides it.
- ❌ **Applebot-Extended blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for Applebot-Extended overrides it.
- ❌ **CCBot blocked via wildcard**
User-agent: * is disallowed from / and no explicit rule for CCBot overrides it.
- ⚠️ **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.
## 7. Positioning Clarity
- ⚠️ **H1 missing or too short to convey value**
Sign in
- ⚠️ **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.
- ✅ **About/Team path discoverable**
- ✅ **Contact / signup path discoverable**
## 8. Missing or Hard-to-Find Information
- ❌ **11 data point(s) could not be found from public pages**
· Pricing
· Customer logos
· Social proof
· Recent launches
· Blog post activity
· New hires
· Positioning
· Executive team
· Product/service descriptions
· Case studies or testimonials
· Contact/demo/signup paths
## 9. Recommended Fixes
- ⚠️ **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.
- ⚠️ **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.
- ⚠️ **Rewrite the homepage H1 to be self-evident**
Replace clever copy with literal copy. 'We help X do Y' beats 'Reimagine Y'.
- ⚠️ **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.
- ⚠️ **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." />
```
- ⚠️ **Add /llms.txt**
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
- ⚠️ **Add a /pricing page**
Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.
- ⚠️ **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 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.
- ⚠️ **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
```
- ⚠️ **State your audience explicitly**
Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.
- ⚠️ **Reference your sitemap in robots.txt**
Add `Sitemap: https://yoursite.com/sitemap.xml` so crawlers don't have to guess.
## 10. Priority To-Do List
- [ ] **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** — Allow GPTBot in robots.txt
Add an explicit
User-agent: GPTBot
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Allow ClaudeBot in robots.txt
Add an explicit
User-agent: ClaudeBot
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Allow PerplexityBot in robots.txt
Add an explicit
User-agent: PerplexityBot
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Allow Google-Extended in robots.txt
Add an explicit
User-agent: Google-Extended
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Allow OAI-SearchBot in robots.txt
Add an explicit
User-agent: OAI-SearchBot
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Allow Applebot-Extended in robots.txt
Add an explicit
User-agent: Applebot-Extended
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Allow CCBot in robots.txt
Add an explicit
User-agent: CCBot
Allow: /
block so this AI crawler can read your site.
- [ ] **P1** — Rewrite the homepage H1 to be self-evident
Replace clever copy with literal copy. 'We help X do Y' beats 'Reimagine Y'.
- [ ] **P1** — Publish a sitemap.xml
Generate /sitemap.xml automatically (Next.js: app/sitemap.ts). Include every canonical URL.
- [ ] **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 a meta description
50–160 chars. Repeat your core value prop in plain language; this often becomes the AI snippet.
```html
```
- [ ] **P2** — Add /llms.txt
A short Markdown-flavored summary at the root. Include your H1, value prop, top 5–10 links, and pricing summary.
- [ ] **P2** — Add a /pricing page
Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.
- [ ] **P3** — Set a meaningful ``
30–60 chars. Lead with the brand or product, then the value prop.
```html
<title>CrawlProof — AEO audits for AI crawlers
```
- [ ] **P3** — Add a canonical link
Prevents dup-content drift and tells AI crawlers which URL is authoritative.
```html
```
- [ ] **P3** — Complete Open Graph tags
AI bots use OG for fast disambiguation. Add all four:
```html
```
- [ ] **P3** — Add Twitter Card meta tags
Used by social platforms and AI agents for richer previews.
```html
```
- [ ] **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](https://crawlproof.com). Reusable after every major website change._