# ACHILLES GHOST AUDIT REPORT
## Example Domain — https://example.com/
**Date:** September 21, 2026
**Auditor:** Achilles (Autonomous AI Agent · zambo.dev)
**Audit Duration:** 20.8s
---
## OVERALL SCORE: CRITICAL
```
░░░░░░░░░░ 0/100
```
| Category | Count |
|---|---|
| 🔴 Critical | 1 |
| 🟠 High | 15 |
| 🟡 Medium | 20 |
| 🔵 Low | 7 |
| ✅ Passing | 2 |
| **Total Findings** | **47** |
---
## EXECUTIVE SUMMARY
**1 critical issue require immediate attention** before any marketing spend makes sense. Critical issues block indexing, break user flows, or actively harm conversion.
**15 high-priority issues** are costing meaningful revenue right now. These should be addressed within 1-2 weeks.
Top 3 immediate actions:
1. **No Call-to-Action Detected** — Add a prominent primary CTA above the fold: 'Start Free', 'Get Access', or 'Try It Now'
2. **Missing sitemap.xml** — Generate a sitemap with all public pages and submit it to Google Search Console and Bing Webmaster Tools
3. **Missing llms.txt** — Create /llms
---
## 🔴 CRITICAL ISSUES (Fix First)
### 🔴 No Call-to-Action Detected
**Severity:** CRITICAL | **Category:** CONVERSION
No clear CTA buttons found on the homepage. Visitors have no guided next step — they leave.
**Action:** Add a prominent primary CTA above the fold: 'Start Free', 'Get Access', or 'Try It Now'. Secondary CTA below: 'See Pricing' or 'View Demo'.
---
## 🟠 HIGH PRIORITY
### 🟠 Missing sitemap.xml
**Severity:** HIGH | **Category:** SEO
No sitemap.xml found. Sitemaps are the most reliable way to get all pages indexed by Google and Bing.
**Action:** Generate a sitemap with all public pages and submit it to Google Search Console and Bing Webmaster Tools. Most site generators (Next.js, Astro, etc.) have sitemap plugins.
---
### 🟠 Missing llms.txt
**Severity:** HIGH | **Category:** AI DISCOVERABILITY
No llms.txt found. This file is how AI agents (Claude, GPT, Perplexity) discover your products and understand how to use your APIs. Without it, AI tools recommend competitors who have it.
**Action:** Create /llms.txt following the standard: product description, quick-start instructions for AI agents, tool/API catalog, and pricing. See zambo.dev/llms.txt for a reference implementation.
---
### 🟠 Title Tag Too Short
**Severity:** HIGH | **Category:** SEO
"Example Domain" (14 chars). Short titles miss keyword opportunities and look thin in search results.
**Action:** Expand the title to 50-60 characters. Include the primary keyword and brand name.
---
### 🟠 Missing Meta Description
**Severity:** HIGH | **Category:** SEO
No meta description found. Google auto-generates one from page content, which is usually worse. The meta description is the first conversion touchpoint in search results.
**Action:** Write a 120-155 char meta description that answers: what is this, who is it for, what do they get. End with a CTA.
---
### 🟠 Missing Open Graph Tags
**Severity:** HIGH | **Category:** SEO
OG title: ✗ | OG description: ✗. When someone shares your URL on Slack, LinkedIn, or X, they see a blank or broken card. This kills social sharing CTR by 50-70%.
**Action:** Add og:title, og:description, og:image, and og:url. The og:image should be 1200×630px.
---
### 🟠 Missing OG Image
**Severity:** HIGH | **Category:** SEO
No og:image tag. Without an image, link previews on X, LinkedIn, Slack, and iMessage are completely blank — dramatically reducing click-through.
**Action:** Create a 1200×630px branded image (hero screenshot or clean product visual) and set it as og:image. Canva or Figma can generate this quickly.
---
### 🟠 No /pricing Page
**Severity:** HIGH | **Category:** CONVERSION
No pricing page detected. Pricing is one of the highest-traffic pages for any SaaS. Visitors who can't find pricing leave to find a competitor who shows it.
**Action:** Create /pricing with all tiers, features included, and a clear CTA for each tier. Show the value comparison.
---
### 🟠 No /blog Page
**Severity:** HIGH | **Category:** SEO
No blog found. A blog is the #1 long-term organic SEO engine for SaaS. Every article targets a keyword, builds backlinks, and compounds over time.
**Action:** Start a blog with 2-3 targeted posts per month. Focus on comparison articles ('X vs Y'), how-to guides, and use-case posts. Each post is a permanent SEO asset.
---
### 🟠 No Privacy Policy
**Severity:** HIGH | **Category:** LEGAL
No privacy page found. A privacy policy is legally required in most jurisdictions (GDPR, CCPA). App stores, ad platforms, and enterprise customers require it.
**Action:** Create /privacy with a proper privacy policy. Use Termly, Iubenda, or a lawyer to generate one appropriate for your data practices.
---
### 🟠 AI Directory Verification Required
**Severity:** HIGH | **Category:** DISCOVERABILITY
Check if example.com is listed in: Futurepedia, There's An AI For That (TAAFT), Toolify.ai, AiTopTools, and Product Hunt. These directories drive 50K+ monthly searches from buyers actively looking for AI tools.
**Action:** Submit to all five immediately. Futurepedia and TAAFT have the highest traffic. Product Hunt launch creates 50+ backlinks and can drive 1K+ visitors in a day. Budget 2-3 hours for all submissions.
---
### 🟠 Free Tier Not Visible
**Severity:** HIGH | **Category:** CONVERSION
No mention of a free tier, trial, or 'no credit card' promise on the homepage. This is a major conversion killer — 80%+ of SaaS users want to try before buying.
**Action:** If you have a free tier or trial, make it prominent. 'Start free — no credit card ever' removes the biggest psychological barrier to signup. If you don't have a free tier, add a meaningful one: 3 uses/day, 14-day trial, or freemium feature set.
---
### 🟠 No Social Proof
**Severity:** HIGH | **Category:** CONVERSION
No testimonials, user counts, star ratings, or customer logos found on homepage. Social proof is one of the most powerful conversion elements — 'people like me use this' removes doubt.
**Action:** Add 2-3 real testimonials with names and roles. If you have user counts, show them ('1,200+ developers'). If you have press mentions or notable customers, add their logos. Even one good quote from a real user converts better than no social proof.
---
### 🟠 Not in Major AI Directories
**Severity:** HIGH | **Category:** DISCOVERABILITY
example.com was not found in Futurepedia, TAAFT, or Product Hunt. These directories collectively drive 100K+ monthly visitors actively looking to buy AI tools.
**Action:** Submit to: Futurepedia (futurepedia.io/submit-tool), TAAFT (theresanaiforthat.com/submit), Toolify.ai, AiTopTools, and Product Hunt. Budget 1 afternoon. This is the single highest-leverage outreach activity for a new AI product.
---
### 🟠 No Comparison Pages
**Severity:** HIGH | **Category:** SEO
No '/vs/' or '/compare/' pages found. Comparison searches ('X vs Y', 'best X alternative') are the highest-converting SEO traffic because the user is already in buying mode.
**Action:** Create 3-5 comparison pages: 'example.com vs x711.io', 'example.com alternatives', 'best Example Domain tools'. Each page needs 600+ words and should objectively compare, with a clear winner section.
---
### 🟠 No Product Demo or Video
**Severity:** HIGH | **Category:** CREATIVE GAP
No demo video, product tour, or walkthrough found. Video is the highest-converting content for SaaS — visitors who watch a demo convert 3-5x better than those who don't.
**Action:** Record a 90-second Loom demo showing your product in action. Embed it on the homepage above the fold. Use Arcade.so for interactive product tours. This is one of the highest ROI investments you can make.
---
## 🟡 MEDIUM PRIORITY
### 🟡 Missing Security Headers
**Severity:** MEDIUM | **Category:** SECURITY
4 of 4 core security headers are absent: strict-transport-security, x-content-type-options, x-frame-options, content-security-policy.
**Action:** Add HSTS, X-Content-Type-Options, X-Frame-Options, and CSP headers. Most CDNs (Cloudflare) add these automatically.
---
### 🟡 Missing robots.txt
**Severity:** MEDIUM | **Category:** SEO
robots.txt is absent or returns non-200. Search engines expect it at the root. Without it, bots may crawl unintended paths.
**Action:** Create /robots.txt with at minimum: `User-agent: *\nAllow: /\nSitemap: https://yourdomain.com/sitemap.xml`
---
### 🟡 Missing agent.json
**Severity:** MEDIUM | **Category:** AI DISCOVERABILITY
No agent.json found. This machine-readable card tells AI agents and autonomous systems your capabilities, pricing, and integration paths.
**Action:** Create /agent.json following the emerging agent manifest standard. Minimum fields: name, description, apis, pricing, contact.
---
### 🟡 No MCP Server
**Severity:** MEDIUM | **Category:** AI DISCOVERABILITY
No MCP endpoint detected. MCP is the fastest-growing AI tool distribution channel — Claude Desktop, Cursor, and Windsurf all support it. Tools listed on MCP directories get 10x more adoption than API-only tools.
**Action:** Implement an MCP server (zambo.dev/api/mcp has an example). Register on mcp.so and Smithery for immediate distribution.
---
### 🟡 Missing Twitter Card
**Severity:** MEDIUM | **Category:** SEO
No twitter:card meta tag. X/Twitter uses its own card system and won't show rich previews without it.
**Action:** Add . Also add twitter:title, twitter:description, twitter:image.
---
### 🟡 Missing Canonical Tag
**Severity:** MEDIUM | **Category:** SEO
No canonical link found. Without it, Google may index both www and non-www versions separately, splitting link equity.
**Action:** Add on every page.
---
### 🟡 No Schema.org Structured Data
**Severity:** MEDIUM | **Category:** SEO
No JSON-LD structured data found. Schema markup enables rich results in Google (star ratings, FAQs, breadcrumbs, product prices) — these dramatically increase CTR.
**Action:** Add at minimum: Organization schema with name, URL, logo, and social profiles. Consider adding Product, FAQ, or BreadcrumbList schema depending on page type.
---
### 🟡 Thin Content
**Severity:** MEDIUM | **Category:** SEO
Approximately 17 meaningful words detected on the homepage. Thin content pages rarely rank well. Google wants to understand what the page is about.
**Action:** Add at least 300-500 words of descriptive, keyword-rich content. Explain what you do, who it's for, and why it's better. Features, benefits, and use cases all help.
---
### 🟡 No /docs Page
**Severity:** MEDIUM | **Category:** DEVELOPER EXPERIENCE
No public documentation found. Developers won't adopt an API or product they can't understand from docs alone.
**Action:** Create /docs with at minimum: quick start guide, API reference, and common examples. GitBook, Mintlify, or Docusaurus are popular choices.
---
### 🟡 No Terms of Service
**Severity:** MEDIUM | **Category:** LEGAL
No terms of service detected. Without ToS, you have no legal protection if users abuse your platform or dispute charges.
**Action:** Create /terms with usage rules, liability limitations, and payment terms. Again, Termly or a lawyer are the right tools.
---
### 🟡 MCP Registry Submission Check
**Severity:** MEDIUM | **Category:** AI DISCOVERABILITY
Verify example.com is listed on mcp.so and Smithery. These are the primary directories where developers and Claude users discover MCP tools. Check: mcp.so/search?q=example.com
**Action:** Submit your MCP server to mcp.so, Smithery, and any emerging MCP directories. This drives passive developer acquisition. Each listing is also a high-DA backlink.
---
### 🟡 No Pricing on Homepage
**Severity:** MEDIUM | **Category:** CONVERSION
Pricing is not visible on the homepage. 'What does this cost?' is the #1 unasked question from every visitor. Hiding pricing forces them to hunt for it, and most don't.
**Action:** Show at least a starting price ('From $19/mo') or pricing tiers on the homepage. Even a 'pricing' nav link reduces friction. Transparency builds trust.
---
### 🟡 No Guarantee / Risk Reversal
**Severity:** MEDIUM | **Category:** CONVERSION
No money-back guarantee or risk-reversal message found. Risk removal is one of the highest-converting copy elements for paid products.
**Action:** Add a 7-day or 30-day money-back guarantee. 'Cancel anytime' prominently visible also reduces friction. Put it near the pricing CTA.
---
### 🟡 No Email Capture
**Severity:** MEDIUM | **Category:** CONVERSION
No newsletter signup or email capture found. Email is the highest-ROI marketing channel — a subscriber is worth 10-100x more than a social follow.
**Action:** Add an email capture with a specific value prop: 'Weekly AI tools roundup', 'New feature alerts', or 'Exclusive early access'. Use Beehiiv or ConvertKit. Even 100 subscribers is a valuable asset.
---
### 🟡 No Value Comparison
**Severity:** MEDIUM | **Category:** CONVERSION
No pricing comparison or 'instead of' messaging found. The fastest way to justify a price is to show what it replaces or what the alternative costs.
**Action:** Add a comparison: 'Instead of 5 separate tools ($300/mo), get everything for $49.' This anchors your price against a higher reference point.
---
### 🟡 Minimal Social Links
**Severity:** MEDIUM | **Category:** BRAND
Only 0 social profile(s) linked from homepage. Missing: X/Twitter, LinkedIn, GitHub, Discord, YouTube, Instagram.
**Action:** Link all active social profiles from your footer or about page. Social signals help SEO and show the brand is alive and maintained. At minimum: X/Twitter + one developer community (GitHub or Discord).
---
### 🟡 No Affiliate/Referral Program
**Severity:** MEDIUM | **Category:** GROWTH
No affiliate or referral program detected. This is one of the highest-leverage growth channels for SaaS — advocates market your product for free in exchange for commission.
**Action:** Launch a 20-30% recurring commission affiliate program. Paddle, Lemon Squeezy, and Rewardful have built-in affiliate management. 50 active affiliates × 5 referrals each = 250 new customers/month on autopilot.
---
### 🟡 No Open Source Presence
**Severity:** MEDIUM | **Category:** CREATIVE GAP
No open-source components detected. Open source is a powerful developer acquisition channel — developers discover tools through GitHub stars, trending repos, and OSS projects.
**Action:** Open source a useful library, CLI tool, or SDK that complements your product. Even a small, useful project can drive thousands of GitHub stars and qualified signups. The README becomes a discovery/conversion page.
---
### 🟡 No Workflow Automation Integration
**Severity:** MEDIUM | **Category:** CREATIVE GAP
No Zapier, Make.com, or n8n integration detected. These platforms have 5M+ combined users who build automations daily. Listing your product on Zapier's directory is free distribution to a highly technical, monetizable audience.
**Action:** Build a Zapier app for your product (2-4 triggers/actions is enough). This unlocks the Zapier marketplace, creates an alternative distribution channel, and enables non-technical users to use your API without code.
---
### 🟡 No Use Case Landing Pages
**Severity:** MEDIUM | **Category:** CREATIVE GAP
No use-case-specific landing pages detected. Individual use case pages (e.g., 'AI tools for roofing contractors') rank for long-tail keywords that competitors don't target and convert better because they speak directly to a specific audience.
**Action:** Identify your top 3-5 customer segments and create landing pages for each: '/for-developers', '/for-agencies', '/for-[industry]'. These pages convert better AND rank for niche keywords.
---
## 🔵 LOW PRIORITY
### 🔵 No Public API Docs
**Severity:** LOW | **Category:** DEVELOPER EXPERIENCE
No OpenAPI spec or API docs detected at standard paths. Developers (and AI agents) can't discover your API surface without documentation.
**Action:** Publish an OpenAPI/Swagger spec at /openapi.yaml or /api-docs. Tools like Scalar or Swagger UI provide beautiful auto-generated docs.
---
### 🔵 No Changelog
**Severity:** LOW | **Category:** TRUST
No changelog detected. A public changelog shows the product is actively maintained and builds trust with evaluating users.
**Action:** Create /changelog or /updates. Even a simple Notion or Beehiiv page works. Update it with every meaningful release.
---
### 🔵 No GitHub Link
**Severity:** LOW | **Category:** BRAND
No GitHub link found. For developer-facing products, GitHub presence is a strong trust signal. Developers often check GitHub before adopting a tool.
**Action:** Create a GitHub organization page with your company profile. Even if code isn't open source, the profile with repos and activity builds credibility.
---
### 🔵 No Favicon Detected
**Severity:** LOW | **Category:** BRAND
No favicon or apple-touch-icon found. Tabs without favicons look unfinished and reduce brand recognition in browser bookmarks.
**Action:** Create a simple 32×32px favicon. Tools like favicon.io or RealFaviconGenerator handle all required sizes (16px, 32px, 192px, Apple touch icon).
---
### 🔵 No Developer Hub Signal
**Severity:** LOW | **Category:** CREATIVE GAP
No developer-focused content found on the homepage. If your product has an API or SDK, developers are your highest-value customers (they build with it, pay for it, and recommend it to their teams).
**Action:** Add a developer section: 1-2 code examples, API pricing, and a link to docs. Even a `curl` example on the homepage signals 'this is API-first' to technical visitors.
---
### 🔵 No Public Status Page
**Severity:** LOW | **Category:** CREATIVE GAP
No status page or uptime monitoring found. For SaaS products, a public status page (Instatus, Better Uptime) builds trust — it shows transparency and lets users self-diagnose outages.
**Action:** Set up a free Instatus or Better Uptime status page. Link it from your footer. Enterprise customers require this before signing contracts.
---
### 🔵 No Embeddable Widget or Badge
**Severity:** LOW | **Category:** CREATIVE GAP
No embed widget or 'built with' badge detected. Embeds allow your tool to appear on other sites (partner blogs, other products), creating passive brand distribution.
**Action:** Create a one-line iframe embed for a free tier of your product. Create a 'Built with [YourTool]' badge for developers to put in their READMEs. Each badge is a free backlink and brand impression.
---
## ✅ WHAT'S WORKING
### ✅ Excellent TTFB
**Severity:** PASS | **Category:** PERFORMANCE
84ms — elite-tier response time. Faster than 95% of websites.
---
### ✅ Single H1 Tag
**Severity:** PASS | **Category:** SEO
H1: "Example Domain" — correct structure.
---
## 90-DAY ACTION PLAN
### Week 1-2: Fix the Bleeding
- [ ] **No Call-to-Action Detected** — Add a prominent primary CTA above the fold: 'Start Free', 'Get Access', or 'Try It Now'
- [ ] Missing sitemap.xml
- [ ] Missing llms.txt
- [ ] Title Tag Too Short
- [ ] Missing Meta Description
- [ ] Missing Open Graph Tags
### Month 1: Foundation
- [ ] Missing Security Headers
- [ ] Missing robots.txt
- [ ] Missing agent.json
- [ ] No MCP Server
- [ ] Missing Twitter Card
- [ ] Missing Canonical Tag
- [ ] No Schema.org Structured Data
- [ ] Thin Content
### Month 2-3: Growth
- [ ] No Public API Docs
- [ ] No Changelog
- [ ] No GitHub Link
- [ ] No Favicon Detected
- [ ] No Developer Hub Signal
---
*Report generated by Achilles — the autonomous AI audit agent at zambo.dev*
*Ghost audits powered by the Achilles x711.io engine*
*Get your own free Ghost Audit at zambo.dev/ghost-audit*
---
## 📣 SHARE YOUR RESULTS
Tweet your audit: https://twitter.com/intent/tweet?text=Just%20ran%20a%20Ghost%20Audit%20on%20my%20site%20via%20the%20Zambo%20MCP%20Stack%20%E2%80%94%20found%20the%20real%20issues%20killing%20my%20AI%20discoverability.%20Get%20yours%20free%3A%20https%3A%2F%2Fzambo.dev%2Fghost-audit%20%F0%9F%91%BB%20%40zambodotdev%20%23GhostAudit%20%23MCP
---
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