Agent readiness report

rolemodelsoftware.com

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

Scanned 2026-09-08 · rubric v1.0.1 · scored as a general 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.

1B1
JSON-LD present and valid
High impact · Medium effort
Add JSON-LD to the homepage. Organization or WebSite is the baseline, and it is what tells a machine who you are rather than making it infer that from prose.
2B2
Correct schema types for the site type
High impact · Medium effort
Missing: Organization or WebSite sitewide; type-specific markup (Article, FAQPage, Service, SoftwareApplication). For a other site, Article or FAQPage or Service or SoftwareApplication is what lets an agent understand what you actually offer rather than that you exist.
3C1
Form usability
High impact · Medium effort
No forms were found on the crawled pages, so form usability could not be assessed. If you add a contact or signup form, give every input a real label and a correct input type.
4C4
Machine endpoints and agent manifests
High impact · High effort
Found API documentation link. A second machine surface — an OpenAPI spec or an MCP server — takes this to full marks.
5A4
llms.txt present
Medium impact · Low effort
llms.txt exists but only 0 links carry a description. Add a short description after each link — an undescribed link list gives a model no basis for choosing what to fetch.

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": 157,
  "referencedInRobots": true
}

A4Partial
llms.txt present
1/4
llms.txt exists but only 0 links carry a description. Add a short description after each link — an undescribed link list gives a model no basis for choosing what to fetch.
What we captured
```
{
  "present": true,
  "anyLinks": 0,
  "llmsFullTxt": false,
  "describedLinks": 0
}
```

A5Pass

Bot user-agent HTTP health

3/3

What we captured

{
  "probes": [
    {
      "name": "GPTBot",
      "status": 200,
      "ttfbMs": 800
    },
    {
      "name": "ClaudeBot",
      "status": 200,
      "ttfbMs": 96
    },
    {
      "name": "PerplexityBot",
      "status": 200,
      "ttfbMs": 147
    }
  ],
  "medianTtfbMs": 147,
  "edgeBlockingDespiteRobots": false
}

A6Pass
No hard interstitial
2/2
What we captured
```
{
  "markers": []
}
```

A7Pass

Server-rendered content parity

5/5

What we captured

{
  "ratio": 1,
  "rawTextLength": 15166,
  "renderedTextLength": 1789
}

BUnderstanding

B1Fail
JSON-LD present and valid
0/5
Add JSON-LD to the homepage. Organization or WebSite is the baseline, and it is what tells a machine who you are rather than making it infer that from prose.
What we captured
```
{
  "pagesCrawled": 6,
  "pagesWithValidJsonLd": 0,
  "homepageHasValidJsonLd": false,
  "pagesWithInvalidJsonLd": 0
}
```
B2Fail
Correct schema types for the site type
0/5
Missing: Organization or WebSite sitewide; type-specific markup (Article, FAQPage, Service, SoftwareApplication). For a other site, Article or FAQPage or Service or SoftwareApplication is what lets an agent understand what you actually offer rather than that you exist.
What we captured
```
{
  "matched": [],
  "missing": [
    "Organization or WebSite sitewide",
    "type-specific markup (Article, FAQPage, Service, SoftwareApplication)"
  ],
  "siteType": "other",
  "typesFound": []
}
```

B3Fail

Semantic HTML structure

0/4

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://rolemodelsoftware.com: 22 h1 elements",
    "https://rolemodelsoftware.com/about: 10 h1 elements",
    "https://rolemodelsoftware.com/about: skipped heading level",
    "https://rolemodelsoftware.com/blog: 2 h1 elements",
    "https://rolemodelsoftware.com/brand: 0 h1 elements",
    "https://rolemodelsoftware.com/brand: missing main",
    "https://rolemodelsoftware.com/optics: 4 h1 elements",
    "https://rolemodelsoftware.com/careers: 15 h1 elements",
    "https://rolemodelsoftware.com/careers: skipped heading level"
  ],
  "singleH1": 0,
  "allLandmarks": 5,
  "pagesCrawled": 6,
  "noSkippedLevels": 4
}

B4Partial
Meta and Open Graph
1/3
Fix: duplicate titles across pages; 4 description(s) outside 50–160 characters.
What we captured
```
{
  "goodTitles": 6,
  "pagesCrawled": 6,
  "uniqueTitles": false,
  "goodDescriptions": 2,
  "completeOpenGraph": 6
}
```
B5Partial
Clean text ratio
1/3
Visible text is 1.6% 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": [
    0.011,
    0.018,
    0.021,
    0.009,
    0.015,
    0.019
  ],
  "averageRatio": 0.016
}
```
B6Fail
Alt text coverage
0/2
125 of 182 content images have no alt text. An agent cannot see the image; the alt attribute is the only description it gets.
What we captured
```
{
  "withAlt": 57,
  "coverage": 0.31,
  "contentImages": 182
}
```

B7Pass

Canonical and duplication hygiene

3/3

What we captured

{
  "hostVariants": [
    {
      "url": "https://www.rolemodelsoftware.com",
      "status": 308,
      "location": "https://rolemodelsoftware.com/"
    },
    {
      "url": "http://rolemodelsoftware.com",
      "status": 308,
      "location": "https://rolemodelsoftware.com/"
    }
  ],
  "pagesCrawled": 6,
  "selfConsistentCanonicals": 6
}

CActionability

C1Partial
Form usability
3.67/6.11
No forms were found on the crawled pages, so form usability could not be assessed. If you add a contact or signup form, give every input a real label and a correct input type.
What we captured
```
{
  "formsFound": 0
}
```
C2Partial
Navigable link graph
2.44/4.89
Fix: 22% of links use contextless text like "click here"; no breadcrumbs or clear URL hierarchy.
What we captured
```
{
  "anchors": 243,
  "genericLinks": 53,
  "genericRatio": 0.22,
  "hasBreadcrumb": false,
  "clickableNonAnchors": 0
}
```
C3Partial
Interactive element semantics
3.67/4.89
Fix: 8 element(s) use a positive tabindex. A div with a click handler is invisible to anything driving the page programmatically.
What we captured
```
{
  "realButtons": 4,
  "positiveTabindex": 8,
  "clickableNonButtons": 0,
  "keyboardTrapsTested": false
}
```
C4Partial
Machine endpoints and agent manifests
3.67/6.11
Found API documentation link. A second machine surface — an OpenAPI spec or an MCP server — takes this to full marks.
What we captured
```
{
  "found": [
    "API documentation link"
  ]
}
```
C5Not applicable
Commerce actionability
0/4
Not a commerce site; these points are redistributed across C1–C4.
What we captured
```
{
  "siteType": "other"
}
```
C6Fail
On-site search
0/3
No on-site search found. If you have search, expose it as a GET form with a query parameter so an agent can jump straight to results.
What we captured
```
{
  "searchForm": false,
  "searchAction": false
}
```

DTrust & freshness

D1Pass

Transport security

4/4

What we captured

{
  "hsts": true,
  "tlsValid": true,
  "mixedContentReferences": 0
}

D2Partial
Verifiable identity
2/4
Fix: no Organization schema. 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": false
}
```

D3Partial

Policies discoverable

2/4

Fix: no terms page linked.

What we captured

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

D4Fail
Freshness signals
0/4
Fix: sitemap has no lastmod values; only 0% of sitemap URLs modified in the last 90 days; no visible dates on content. Staleness is a ranking signal for models deciding what to cite.
What we captured
```
{
  "sitemapUrls": 157,
  "withLastmod": 0,
  "visibleDates": false,
  "modifiedLast90Days": 0
}
```
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": "RoleModel Software",
  "hasFavicon": true,
  "hasOgImage": true,
  "ogSiteName": "",
  "schemaName": ""
}
```
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
}

53D

Discovery & access22/25

Understanding5/25

Actionability13.45/25

Trust & freshness13/25

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rolemodelsoftware.com

What to fix first

JSON-LD present and valid

Correct schema types for the site type

Form usability

Machine endpoints and agent manifests

llms.txt present

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