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AEO Audit for summitandstoneproperties.com

Target: https://summitandstoneproperties.com/
Score: 59 / 100
Generated: 2026-09-03T00:38:43.498Z
Pages crawled: 9
Findings: 66 pass · 92 warn · 0 fail · 0 unknown


1. Crawl Summary

2. Data Found

Data PointFound?SourceNotes
PricingNo
Customer logosNo
Social proofNo
Recent launchesYesPress/news pageshttps://summitandstoneproperties.com/blog
Blog post activityYesBloghttps://summitandstoneproperties.com/blog
New hiresNoOften only on a /blog/team or LinkedIn page
Headline copyYesHomepageFind Your Dream Home in Zambia
PositioningNo
Executive teamYesAbout/team pagehttps://summitandstoneproperties.com/about
Product/service descriptionsYesHomepageFrom meta description
Case studies or testimonialsYesNavigation linkstestimonial
Contact/demo/signup pathsYesNavigation links

3. Homepage Audit

  • Homepage fetched successfully HTTP 200 · 154514 bytes · 145ms
  • Page load time: 0.14s Fast — well within AI crawler budgets.
  • declared
  • Single H1 Find Your Dream Home in Zambia
  • <title> present (68 chars)
  • Meta description present (146 chars)
  • Canonical present https://summitandstoneproperties.com/
  • Open Graph tags complete
  • Twitter Card tags complete
  • Critical content is server-rendered Raw and rendered text are within 25% of each other.
  • Alt text coverage: 100% 12/12 images have alt text.
  • Content volume: 2057 words Substantive content — AI models have enough to summarize and recommend.
  • Heading structure: 19 (h1:1, h2:6, h3:12) Multiple headings help AI chunk and outline your page.
  • Internal links: 196 196 internal + 15 external links help crawlers navigate.
  • Robots meta: "index, follow"
  • Favicon declared

4. Content Quality

  • ⚠️ 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.
  • ⚠️ Text-to-HTML ratio: 9.2% Low text density — most of the response is markup/script.
  • ⚠️ 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 23 headings nested in order.
  • Snippet-ready blocks: 3 (ul:3, ol:0, table:0) Lists and tables are extracted verbatim by AI answer engines.
  • Date signal present time[datetime]: 3

5. Schema / Structured Data Audit

  • ⚠️ SoftwareApplication missing Adding SoftwareApplication JSON-LD helps LLMs identify your entity.
  • ⚠️ Article / BlogPosting JSON-LD not found Add Article / BlogPosting where applicable so AI answer engines can resolve the entity precisely.
  • ⚠️ BreadcrumbList JSON-LD not found Add BreadcrumbList where applicable so AI answer engines can resolve the entity precisely.
  • ⚠️ Product / Offer JSON-LD not found Add Product / Offer where applicable so AI answer engines can resolve the entity precisely.
  • ⚠️ Person (author / founder) JSON-LD not found Add Person (author / founder) where applicable so AI answer engines can resolve the entity precisely.
  • ⚠️ HowTo JSON-LD not found Add HowTo where applicable so AI answer engines can resolve the entity precisely.
  • ⚠️ VideoObject JSON-LD not found Add VideoObject where applicable so AI answer engines can resolve the entity precisely.
  • 5 JSON-LD block(s) found Types: WebSite, Organization+RealEstateAgent, FAQPage, RealEstateAgent+LocalBusiness, Organization
  • Organization present
  • WebSite present
  • FAQPage JSON-LD present
  • LocalBusiness JSON-LD present
  • ⚠️ Modern image formats: 0% (0/12 webp/avif) 7 legacy (png/jpg/gif) image(s). Convert hero/above-the-fold images to WebP or AVIF.
  • ⚠️ Explicit dimensions: 42% (5/12) Add width and height attributes on tags to prevent CLS.
  • ⚠️ Responsive srcset: 0/12 Use srcset/sizes to serve appropriately-sized images on mobile. Reduces wasted bytes.
  • ⚠️ External nofollow: 73% (11/15) Most external links are nofollow. Verify this matches your link policy.
  • Lazy loading: 67% (8/12) Most below-the-fold images defer load — good for perf and crawl budgets.
  • No broken links in first 20 HEAD-probed the first 20 unique homepage links — all 2xx/3xx.

7. Performance

  • ⚠️ 1 render-blocking script(s) in Move non-critical scripts to end of or add defer/async.
  • ⚠️ No Cache-Control header Add a Cache-Control header so CDNs and AI crawlers can revalidate efficiently.
  • Page size: 151 KB Compact HTML payload — well within AI crawler limits.
  • Resource requests: 15 (scripts:1, css:2, img:12) Reasonable request count.
  • Inline JS+CSS bulk: 15 KB Inline payload is modest.
  • Response time: 145ms Fast first response.
  • Compression enabled (Brotli) Content-Encoding: br
  • Lazy loading: 8/12 images

8. Security

  • ⚠️ HSTS missing Add Strict-Transport-Security: max-age=31536000; includeSubDomains once you're confident in https.
  • Served over HTTPS
  • No mixed content detected
  • Content-Security-Policy set default-src 'self'; script-src 'self' 'unsafe-inline' https://www.googletagmanager.com https://analytics.ahrefs.com http…
  • X-Frame-Options set SAMEORIGIN
  • X-Content-Type-Options set nosniff
  • Referrer-Policy set strict-origin-when-cross-origin
  • Permissions-Policy set camera=(), microphone=(), geolocation=(), payment=(), usb=()

9. robots.txt and sitemap.xml Audit

  • robots.txt present 1121 chars
  • robots.txt references sitemap(s)
  • sitemap.xml present (184 URLs)

10. LLM / AI Crawler Accessibility

  • ⚠️ 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.
  • ⚠️ 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.
  • ⚠️ /llms-full.txt missing Add /llms-full.txt with concatenated Markdown of all key pages. Lets LLMs ingest your full site in one request.
  • GPTBot has explicit rules An explicit User-agent block exists. Make sure it allows the paths you want indexed.
  • ClaudeBot has explicit rules An explicit User-agent block exists. Make sure it allows the paths you want indexed.
  • PerplexityBot has explicit rules An explicit User-agent block exists. Make sure it allows the paths you want indexed.
  • llms.txt present 5557 chars

11. Positioning Clarity

  • ⚠️ 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
  • H1 communicates value Find Your Dream Home in Zambia
  • Contact / signup path discoverable

12. Missing or Hard-to-Find Information

  • ⚠️ 5 data point(s) could not be found from public pages · Pricing · Customer logos · Social proof · New hires · Positioning
  • ⚠️ Add sameAs knowledge graph links to Organization schema Extend your Organization JSON-LD to include sameAs pointing to authoritative directories:

    {
      "@context": "https://schema.org",
      "@type": "Organization",
      "name": "Your Brand",
      "url": "https://yoursite.com",
      "sameAs": [
        "https://en.wikipedia.org/wiki/Your_Brand",
        "https://www.wikidata.org/wiki/Q12345678",
        "https://www.linkedin.com/company/your-brand",
        "https://www.crunchbase.com/organization/your-brand"
      ]
    }
    

    These links anchor your brand as a known entity in AI knowledge graphs, making it far more likely that generative models cite you by name rather than paraphrase.

  • ⚠️ Add an AI agent integration file At minimum, add a skill.md at /skill.md so Claude and similar agents can discover your API:

    # Your Brand Skill
    
    API endpoint: https://yoursite.com/api
    Auth: Bearer token
    
    ## Tools
    
    - search: Search the knowledge base
    - get_article: Retrieve a full article by ID
    

    Also consider /.well-known/ai-plugin.json (ChatGPT plugin discovery) and /.well-known/agent-card.json (Google A2A protocol) for broader agent compatibility.

  • ⚠️ Add a /pricing page Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.

  • ⚠️ 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.

  • ⚠️ 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.

  • ⚠️ Generate /llms-full.txt for RAG pipelines llms-full.txt is a concatenation of the full markdown text of every resource listed in llms.txt. Generate it statically at build time and serve it from your root:

    # Your Brand — Full Content
    
    ## Getting Started
    <full markdown content of /docs/start>
    
    ## API Reference
    <full markdown content of /docs/api>
    

    Large-context models can ingest your entire knowledge base in a single request, dramatically improving recall and citation accuracy.

  • ⚠️ Add outbound links to authoritative sources Link to Wikipedia, .gov or .edu resources, peer-reviewed studies, or major news outlets when making factual claims. Generative AI systems treat pages that cite authoritative sources as more trustworthy, which raises citation likelihood.

    Examples: statistics from Statista or Census.gov, definitions from Wikipedia, research from nature.com or pubmed.ncbi.nlm.nih.gov.

  • ⚠️ Use modern image formats Serve WebP or AVIF for hero/above-the-fold images. Keep legacy PNG/JPG only as fallbacks.

  • ⚠️ Set width/height on images Explicit dimensions prevent Cumulative Layout Shift and help AI extractors reserve space correctly.

  • ⚠️ 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.

  • ⚠️ 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 <script src="…"> in <head>, or move it to the end of <body>.

  • ⚠️ Set a Cache-Control header Add Cache-Control: public, max-age=300, s-maxage=3600 (or similar) so CDNs and AI crawlers can revalidate cheaply.

  • ⚠️ State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.

  • ⚠️ Add Product / SoftwareApplication JSON-LD On /pricing and feature pages — include offers, name, applicationCategory.

  • ⚠️ Add Article / BlogPosting JSON-LD On every blog/article page, include Article JSON-LD with headline, author, datePublished, dateModified. AI engines weight these heavily for freshness and authority.

  • ⚠️ Add BreadcrumbList JSON-LD Helps AI engines understand site hierarchy and improves citation context.

  • ⚠️ Add Product / SoftwareApplication JSON-LD On /pricing and feature pages — include offers, name, applicationCategory.

  • ⚠️ Enable HSTS Add Strict-Transport-Security: max-age=31536000; includeSubDomains once you're confident every subdomain is https-ready.

  • ⚠️ Declare an author byline Add <meta name="author" content="Name"> or a visible byline with rel="author". Combine with Person JSON-LD for E-E-A-T.

  • ⚠️ Use srcset/sizes for responsive images Serve appropriately-sized images per viewport — saves bytes on mobile crawls.

  • ⚠️ Review nofollow usage on outbound links Nearly-all-nofollow can read as a link-spam pattern. Use nofollow only for paid/UGC links per Google's guidance.

  • ⚠️ Add Person JSON-LD for authors / founders Mark up bylines and founder bios with Person schema — name, jobTitle, sameAs (their profiles). Strengthens E-E-A-T.

  • ⚠️ Add HowTo JSON-LD for step-by-step content For any 'how to' page, wrap the steps in HowTo JSON-LD. AI step-by-step answers cite these heavily.

  • ⚠️ Add VideoObject JSON-LD For embedded videos, include VideoObject with thumbnailUrl, uploadDate, duration. AI engines cite these in multimedia answers.

14. Priority To-Do List

  • P2 — Add sameAs knowledge graph links to Organization schema Extend your Organization JSON-LD to include sameAs pointing to authoritative directories:

    ```json
    {
      "@context": "https://schema.org",
      "@type": "Organization",
      "name": "Your Brand",
      "url": "https://yoursite.com",
      "sameAs": [
        "https://en.wikipedia.org/wiki/Your_Brand",
        "https://www.wikidata.org/wiki/Q12345678",
        "https://www.linkedin.com/company/your-brand",
        "https://www.crunchbase.com/organization/your-brand"
      ]
    }
    ```
    
    These links anchor your brand as a known entity in AI knowledge graphs, making it far more likely that generative models cite you by name rather than paraphrase.
    
  • P2 — Add an AI agent integration file At minimum, add a skill.md at /skill.md so Claude and similar agents can discover your API:

    ```markdown
    # Your Brand Skill
    
    API endpoint: https://yoursite.com/api
    Auth: Bearer token
    
    ## Tools
    
    - search: Search the knowledge base
    - get_article: Retrieve a full article by ID
    ```
    
    Also consider /.well-known/ai-plugin.json (ChatGPT plugin discovery) and /.well-known/agent-card.json (Google A2A protocol) for broader agent compatibility.
    
  • P2 — Add a /pricing page Even contact-us pricing benefits from a /pricing page that LLMs can link to in answers.

  • 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 — 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.

  • P3 — Generate /llms-full.txt for RAG pipelines llms-full.txt is a concatenation of the full markdown text of every resource listed in llms.txt. Generate it statically at build time and serve it from your root:

    ```
    # Your Brand — Full Content
    
    ## Getting Started
    <full markdown content of /docs/start>
    
    ## API Reference
    <full markdown content of /docs/api>
    ```
    
    Large-context models can ingest your entire knowledge base in a single request, dramatically improving recall and citation accuracy.
    
  • P3 — Add outbound links to authoritative sources Link to Wikipedia, .gov or .edu resources, peer-reviewed studies, or major news outlets when making factual claims. Generative AI systems treat pages that cite authoritative sources as more trustworthy, which raises citation likelihood.

    Examples: statistics from Statista or Census.gov, definitions from Wikipedia, research from nature.com or pubmed.ncbi.nlm.nih.gov.
    
  • P3 — Use modern image formats Serve WebP or AVIF for hero/above-the-fold images. Keep legacy PNG/JPG only as fallbacks.

  • P3 — Set width/height on images Explicit dimensions prevent Cumulative Layout Shift and help AI extractors reserve space correctly.

  • P3 — Allow Google-Extended in robots.txt Add an explicit User-agent: Google-Extended Allow: / block so this AI crawler can read your site.

  • P3 — Allow OAI-SearchBot in robots.txt Add an explicit User-agent: OAI-SearchBot Allow: / block so this AI crawler can read your site.

  • P3 — Allow Applebot-Extended in robots.txt Add an explicit User-agent: Applebot-Extended Allow: / block so this AI crawler can read your site.

  • P3 — Allow CCBot in robots.txt Add an explicit User-agent: CCBot Allow: / block so this AI crawler can read your site.

  • P3 — Add /skill.md Describe what an agent can do with your site (e.g., 'Search docs', 'Look up pricing'). Useful for agentic flows.

  • P3 — 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
    ```
    
  • P3 — Eliminate render-blocking head scripts Add defer or async to any <script src="…"> in <head>, or move it to the end of <body>.

  • P3 — Set a Cache-Control header Add Cache-Control: public, max-age=300, s-maxage=3600 (or similar) so CDNs and AI crawlers can revalidate cheaply.

  • P3 — State your audience explicitly Use phrases like 'Built for B2B SaaS marketing teams' on the homepage and About page.

  • P3 — Add Product / SoftwareApplication JSON-LD On /pricing and feature pages — include offers, name, applicationCategory.

  • P3 — Add Article / BlogPosting JSON-LD On every blog/article page, include Article JSON-LD with headline, author, datePublished, dateModified. AI engines weight these heavily for freshness and authority.


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