Agent readiness report

autorepairsoftware.com

What an AI agent can and cannot do on this site, measured by an unauthenticated crawl and scored against the published rubric.

Scanned 2026-09-05 · rubric v1.0.1 · scored as a SaaS site · re-scan (results are cached for seven days)

What to fix first

Ranked by impact first, then by how cheap the fix is — the same ordering the engine uses.

1C4
Machine endpoints and agent manifests
High impact · High effort
No machine-readable endpoint of any kind. Most sites score zero here, which is exactly why it is the cheapest differentiation on this rubric: an agents.json is a static file, and a documented read-only API is usually a subset of something you already run.
2A4
llms.txt present
Medium impact · Low effort
Publish an llms.txt at the root: an H1, a one-line summary, then described links to your most useful pages. It is a text file and it takes an hour — the cheapest points on this rubric.
3B4
Meta and Open Graph
Medium impact · Low effort
Fix: 1 title(s) outside 15–70 characters; 5 description(s) outside 50–160 characters; 2 page(s) missing og:title, og:description or og:image.
4D2
Verifiable identity
Medium impact · Low effort
Fix: Organization schema has no sameAs links. sameAs links to a company profile are how a model corroborates that you are who the page says you are.
5D3
Policies discoverable
Medium impact · Low effort
Fix: no terms page linked.

Every check, with the evidence

No finding without evidence: each result shows what we actually captured during the crawl.

ADiscovery & access

A1Pass
robots.txt exists and parses
2/2
What we captured
```
{
  "groups": 1,
  "status": 200,
  "sitemaps": 1
}
```
A2Pass
Major AI crawlers allowed
6/6
What we captured
```
{
  "of": 6,
  "allowed": 6,
  "blocked": []
}
```

A3Pass

XML sitemap valid and referenced

3/3

What we captured

{
  "exists": true,
  "urlCount": 273,
  "referencedInRobots": true
}

A4Fail
llms.txt present
0/4
Publish an llms.txt at the root: an H1, a one-line summary, then described links to your most useful pages. It is a text file and it takes an hour — the cheapest points on this rubric.
What we captured
```
{
  "status": 404,
  "present": false
}
```

A5Pass

Bot user-agent HTTP health

3/3

What we captured

{
  "probes": [
    {
      "name": "GPTBot",
      "status": 200,
      "ttfbMs": 323
    },
    {
      "name": "ClaudeBot",
      "status": 200,
      "ttfbMs": 90
    },
    {
      "name": "PerplexityBot",
      "status": 200,
      "ttfbMs": 61
    }
  ],
  "medianTtfbMs": 90,
  "edgeBlockingDespiteRobots": false
}

A6Partial
No hard interstitial
1/2
Detected: Cookie wall. An agent cannot dismiss a consent dialog or solve a challenge — whatever sits behind it is unreachable. Cookieless analytics removes the need for a banner entirely.
What we captured
```
{
  "markers": [
    "Cookie wall"
  ]
}
```
A7Not applicable
Server-rendered content parity
0/5
No headless render was captured, so parity could not be measured. Re-run with rendering enabled.
What we captured
```
{
  "rendered": false
}
```

BUnderstanding

B1Pass

JSON-LD present and valid

5/5

What we captured

{
  "pagesCrawled": 6,
  "pagesWithValidJsonLd": 6,
  "homepageHasValidJsonLd": true,
  "pagesWithInvalidJsonLd": 0
}

B2Pass

Correct schema types for the site type

5/5

What we captured

{
  "matched": [
    "Article"
  ],
  "missing": [],
  "siteType": "saas",
  "typesFound": [
    "Article",
    "ImageObject",
    "Organization",
    "WebSite"
  ]
}

B3Partial

Semantic HTML structure

2/4

Headings and landmarks are how a machine builds an outline of the page. One h1, no skipped levels, and real main/nav/footer elements — all template-level fixes, applied once.

What we captured

{
  "problems": [
    "https://autorepairsoftware.com/blog/2020/8/5/pricing-and-categorizing-customers-lets-speed-up-the-process: skipped heading level",
    "https://autorepairsoftware.com/about-moksha: 0 h1 elements",
    "https://autorepairsoftware.com/contact-us-thank-you: 0 h1 elements"
  ],
  "singleH1": 4,
  "allLandmarks": 6,
  "pagesCrawled": 6,
  "noSkippedLevels": 5
}

B4Fail
Meta and Open Graph
0/3
Fix: 1 title(s) outside 15–70 characters; 5 description(s) outside 50–160 characters; 2 page(s) missing og:title, og:description or og:image.
What we captured
```
{
  "goodTitles": 5,
  "pagesCrawled": 6,
  "uniqueTitles": true,
  "goodDescriptions": 1,
  "completeOpenGraph": 4
}
```
B5Partial
Clean text ratio
1/3
Visible text is 3.5% of your markup. Deeply nested wrapper elements make a page expensive to parse and dilute the content an agent extracts. Script and style contents are already excluded from this measure, so this is markup weight, not framework overhead.
What we captured
```
{
  "perPage": [
    0.02,
    0.102,
    0.033,
    0.014,
    0.026,
    0.016
  ],
  "averageRatio": 0.035
}
```

B6Pass

Alt text coverage

2/2

What we captured

{
  "withAlt": 34,
  "coverage": 0.97,
  "contentImages": 35
}

B7Pass

Canonical and duplication hygiene

3/3

What we captured

{
  "hostVariants": [
    {
      "url": "https://www.autorepairsoftware.com",
      "status": 301,
      "location": "https://autorepairsoftware.com/"
    },
    {
      "url": "http://autorepairsoftware.com",
      "status": 301,
      "location": "https://autorepairsoftware.com/"
    }
  ],
  "pagesCrawled": 6,
  "selfConsistentCanonicals": 6
}

CActionability

C1Pass

Form usability

6.11/6.11

What we captured

{
  "forms": 7,
  "inputs": 13,
  "realSubmit": true,
  "unlabelled": 0,
  "wrongTypes": 0
}

C2Partial

Navigable link graph

3.67/4.89

Fix: 25% of links use contextless text like "click here".

What we captured

{
  "anchors": 55,
  "genericLinks": 14,
  "genericRatio": 0.25,
  "hasBreadcrumb": false,
  "clickableNonAnchors": 0
}

C3Pass

Interactive element semantics

4.89/4.89

What we captured

{
  "realButtons": 7,
  "positiveTabindex": 0,
  "clickableNonButtons": 0,
  "keyboardTrapsTested": false
}

C4Fail
Machine endpoints and agent manifests
0/6.11
No machine-readable endpoint of any kind. Most sites score zero here, which is exactly why it is the cheapest differentiation on this rubric: an agents.json is a static file, and a documented read-only API is usually a subset of something you already run.
What we captured
```
{
  "found": []
}
```
C5Not applicable
Commerce actionability
0/4
Not a commerce site; these points are redistributed across C1–C4.
What we captured
```
{
  "siteType": "saas"
}
```

C6Pass

On-site search

3/3

What we captured

{
  "param": "q",
  "usesGet": true,
  "searchForm": true,
  "searchAction": false
}

DTrust & freshness

D1Partial
Transport security
3/4
Fix: 1 insecure subresource reference(s).
What we captured
```
{
  "hsts": true,
  "tlsValid": true,
  "mixedContentReferences": 1
}
```
D2Partial
Verifiable identity
2/4
Fix: Organization schema has no sameAs links. sameAs links to a company profile are how a model corroborates that you are who the page says you are.
What we captured
```
{
  "sameAsCount": 0,
  "contactDiscoverable": true,
  "hasOrganizationSchema": true
}
```

D3Partial

Policies discoverable

2/4

Fix: no terms page linked.

What we captured

{
  "hasTerms": false,
  "siteType": "saas",
  "hasPrivacy": true,
  "hasReturns": false,
  "hasShipping": false
}

D4Pass

Freshness signals

4/4

What we captured

{
  "sitemapUrls": 273,
  "withLastmod": 272,
  "visibleDates": true,
  "modifiedLast90Days": 223
}

D5Partial

Identity consistency

1/3

Fix: site name differs across title, og:site_name and schema name. An unexplained name mismatch reads as a signal the site may not be what it claims.

What we captured

{
  "title": "Auto Repair and Inventory Software for Tire Dealers and Service Shops",
  "hasFavicon": true,
  "hasOgImage": true,
  "ogSiteName": "AutoFluent - Software for Tire Dealers and Auto Service Centers",
  "schemaName": "AutoFluent - Software for Tire Dealers and Auto Service Centers"
}

D6Fail
security.txt
0/2
Publish /.well-known/security.txt with a Contact field and a future-dated Expires field. It is a five-line text file.
What we captured
```
{
  "status": 404,
  "present": false
}
```

D7Pass

Multi-page stability

4/4

What we captured

{
  "nonOk": [],
  "slowPages": 0,
  "pagesCrawled": 6,
  "consistentTemplate": true
}

67C

Discovery & access15/25

Understanding18/25

Actionability17.67/25

Trust & freshness16/25

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autorepairsoftware.com

What to fix first

Machine endpoints and agent manifests

llms.txt present

Meta and Open Graph

Verifiable identity

Policies discoverable

Every check, with the evidence

ADiscovery & access

robots.txt exists and parses

Major AI crawlers allowed

XML sitemap valid and referenced

llms.txt present

Bot user-agent HTTP health

No hard interstitial

Server-rendered content parity

BUnderstanding

JSON-LD present and valid

Correct schema types for the site type

Semantic HTML structure

Meta and Open Graph

Clean text ratio

Alt text coverage

Canonical and duplication hygiene

CActionability

Form usability

Navigable link graph

Interactive element semantics

Machine endpoints and agent manifests

Commerce actionability

On-site search

DTrust & freshness

Transport security

Verifiable identity

Policies discoverable

Freshness signals

Identity consistency

security.txt

Multi-page stability

Keep this report

Want this fixed?

Own this site?

Scan your own site