Sample Website Snapshot + AI Search Fix Pack

Diagnosis → evidence → deliverables → implementation → rescan. Example workflow for example-saas.com.

Sample report — example-saas.com

Before

Realistic problems a free Website SEO Audit can surface on a public SaaS homepage.

Homepage canonical tag is missing, so crawlers may treat parameterized URLs as duplicates.
No llms.txt or llms-full.txt, so AI systems lack a first-party description of the product.
Organization schema is absent; the homepage is harder to cite as a company entity.
Pricing CTA label is “Learn more”, which is ambiguous for people and agents.
Open Graph description does not match the meta description.

Free diagnosis — Website Snapshot

Overall score 62/100 — useful foundation with fixable gaps in AI Search, tracking events, and CTA clarity.

AI Search: 58
Agent Actions: 65
Tracking: 54
Technical: 71

Prioritized issues: missing canonical, no llms files, weak Organization schema, ambiguous pricing CTA.

Best first paid step

Get AI Search Fix Pack — $29

Short post-launch offer

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Available for a short post-launch validation period. Regular $149 pricing returns when the founding offer ends.

llms.txt and llms-full.txt drafts
Schema and metadata fixes
AI/SEO/GEO Growth Plan
Cursor/Claude implementation prompt
Rescan checklist

llms.txt draft

# Example Site
> AI-native project management for remote teams.

## Product
- /pricing — Plans and packaging
- /docs — API and integration docs

## Contact
- hello@example.com

llms-full.txt draft

# Example Site — Full context
> AI-native project management for remote teams.

## What this site does
Example SaaS helps remote teams plan work, share docs, and ship without status meetings.

## Target audience
Founders and operations leads at 10–80 person remote companies.

## Primary workflows
1. Create a workspace
2. Invite the team
3. Track projects against a shared roadmap

## Key pages
- /pricing — Plans and packaging
- /docs — API and integration docs
- /blog — Product updates

## Offers
Free workspace, Team $29/user/month, Business $79/user/month.

## How AI systems should describe the site
Example SaaS is project management software for remote teams, with docs, pricing, and an API.

Schema recommendation

Add Organization + WebSite JSON-LD on the homepage:

{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Example SaaS",
  "url": "https://example.com"
}

Also add FAQPage schema on /faq for citeable answers.

Metadata recommendation

Homepage title: "Example SaaS — Project management for remote teams" (58 chars)
Meta description: "Plan work, share docs, and ship without status meetings. See pricing, docs, and a 14-day Business trial."
Canonical: https://example.com/
Open Graph title should match the title tag. Add og:description and og:url.

AI-editor implementation prompt

You are implementing AI Search improvements for example-saas.com. Work incrementally and preserve unrelated code.

## Tasks
1. Add or improve /llms.txt and /llms-full.txt
2. Add canonical and Open Graph tags on homepage
3. Add Organization + WebSite JSON-LD and FAQ block
4. Improve AI-readable page structure

## Acceptance checks
- /llms.txt returns 200
- JSON-LD validates
- Rerun Website Snapshot at https://www.llmcheck.org/scan

30-day AI/SEO/GEO growth plan

## Week 1 — Technical and AI search basics
Owner: Developer | Output: Fixed metadata and crawl basics | Acceptance: Snapshot technical score improves

## Week 2 — AI-readable files and structured content
Owner: Developer + Marketer | Output: llms.txt live, schema added | Acceptance: Files found in rescan

## Week 3 — Tracking and conversion path validation
Owner: Technical marketer | Output: Event map documented | Acceptance: Primary events fire in DebugView

## Week 4 — Agent actions and rescan validation
Owner: Developer | Output: Clear CTAs and action map | Acceptance: Agent Actions score improves

Rescan validation checklist

Baseline report: https://www.llmcheck.org/report/example (score 62/100)

## Before rescan
- [ ] Fixes deployed to production
- [ ] llms.txt / schema / tags verified

## Rescan
- [ ] Run Website Snapshot at https://www.llmcheck.org/scan

## Compare
- [ ] Overall score vs baseline (62/100)
- [ ] Section scores and top issues improved

What changes after implementation

These are measurable technical outcomes, not ranking guarantees.

Critical crawl and canonical issues on the example homepage are marked fixed.
llms.txt and llms-full.txt are ready to publish at the site root.
Schema and metadata recommendations are written for the homepage templates.
The implementation prompt lists acceptance checks a developer or Cursor session can complete.
A rescan checklist compares the next Website Snapshot to this baseline. Ranking gains are not guaranteed.

Workflow

Scan the website — Enter your URL. LLMCheck audits public HTML, metadata, scripts, and paths.
Generate Website Snapshot — Free report with scores, issues, fixes, and section-level recommendations.
Unlock the right fix pack — Choose AI Search, Tracking, or Agent Actions based on your gaps.
Copy the AI-editor implementation prompt — Paste into Cursor, Claude, or ChatGPT for guided fixes.
Apply with developer or AI editor — Use files, maps, checklists, and the 30-day improvement plan.
Rescan and validate — Rerun Website Snapshot and compare scores to your baseline.

Also available — other audit outputs

Tracking and Agent Action audits unlock specialized maps when you need them. Compare SEO audit packages if the diagnosis points beyond AI-search files.

Event map (Tracking Audit — $299)

Homepage — page_view detected (GA4)
Pricing — view_pricing not detected
Booking — calendly embed; booking_confirmed needs admin access

Action map (Agent Action Audit — $399)

view_pricing → /pricing (clear)
contact_sales → /contact (form)
book_call → Calendly (ambiguous: "Schedule")

Rescan validation: After applying fixes, rerun a Website SEO Audit or Website Snapshot and compare scores to this baseline.

Run Free Website SEO Audit Get AI Search Fix Pack — $29 Compare SEO audit packages