This is a sample report for an illustrative business. No real company is described.

How to read this report

The score (0–100) and grade sum six weighted categories of what AI agents can reach and understand.
Findings are grouped by severity; "+N pts" is how much the score would rise if that one issue were fixed.
Generated fixes are ready-made files built from the findings — they come with Pro.
A blocked site has no score: access must be restored before anything else counts.

Sample audit report · point-in-time example · SaaS product

brightpath-analytics.example

74of 100

Audit overview

Scored as: SaaS · What this means · Methodology

Good crawl access and clean content, but weak entity signals and no llms.txt. Graded without Commerce: its 20 points are spread across the other five categories.

1 high 4 medium 2 low

Category scores

Commerce readiness only counts if you sell online. If you don't, that 20 points is spread across the other five categories so your score reflects what actually matters for your site.

Crawl & Bot Access

Weight: 25 pts (+5 redistributed)

1 issue

Structured Data

Weight: 31.25 pts (+6.25 redistributed)

1 issue

Commerce Readiness

Not scored — weight redistributed

No issues

Content Machine-Readability

Weight: 18.75 pts (+3.75 redistributed)

2 issues

Policy & Trust

Weight: 12.5 pts (+2.5 redistributed)

1 issue

Entity Signals

Weight: 12.5 pts (+2.5 redistributed)

2 issues

Highest-impact fixes

1.
No llms.txt file+9 ptsMedium
Publish an llms.txt file at your site root.
2.
No SoftwareApplication schema+8 ptsHigh
Add the missing JSON-LD structured data.
3.
No entity definition+5 ptsMedium
Add the missing JSON-LD structured data.

Fix these three and your score moves from 74 to ~96. (estimate — re-audit to confirm)

Findings (7)

High 1

HighStructured Data+8 pts

No SoftwareApplication schema

Agents can't confirm what category of product this is or which platforms it supports.

Medium 4

MediumCrawl & Bot Access+9 pts Extra weight

No llms.txt file

There's no curated map of key pages for AI agents at /llms.txt (an emerging convention, not a ratified standard).

MediumEntity Signals+5 pts Extra weight

No entity definition

Nothing on the homepage defines the company as an entity agents can identify.

MediumEntity Signals+2 pts

Organization schema missing sameAs links

Linking official profiles helps agents connect your brand across the web.

MediumPolicy & Trust+2 pts

No terms of service link on homepage

Agents evaluating a vendor look for terms before recommending it.

Low 2

LowContent Machine-Readability+1 pts

Pricing page has no machine-readable plans

Plan prices are in styled cards only.

LowContent Machine-Readability+1 pts

Docs pages lack descriptive headings

Docs use generic headings, so agents struggle to match questions to sections.

Generated fixes (preview)

Ready-to-use files built from the findings. REPLACE_WITH_… marks anything we didn't observe.

llms.txt for your site root

Save as https://brightpath-analytics.example/llms.txt. It gives AI agents a short, curated map of your most important pages.

llms.txt

New · 12 lines added

Added: + # BrightPath Analytics
Added: +  
Added: + > REPLACE_WITH_ONE_SENTENCE_SUMMARY
Added: +  
Added: + ## Product
Added: +  
Added: + - [Features](https://brightpath-analytics.example/features)
Added: + - [Pricing](https://brightpath-analytics.example/pricing)
Added: +  
Added: + ## Docs
Added: +  
Added: + - [Getting started](https://brightpath-analytics.example/docs/start)

Where to put it

Upload the file as llms.txt to the root of your site so it opens at yourdomain.com/llms.txt.
Serve it as plain text.

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