Agent readiness report

nerdsthatcare.com

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

Scanned 2026-09-07 · 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.

1C1
Form usability
High impact · Medium effort
Fix: 5 of 145 inputs have no associated label. A placeholder is not a label — an agent filling your form has no way to know what an unlabelled field wants.
2C4
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.
3A4
llms.txt present
Medium impact · Low effort
llms.txt exists but only 1 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.
4B7
Canonical and duplication hygiene
Medium impact · Low effort
Fix: 1 page(s) missing or with a mismatched rel=canonical; www/non-www or http/https variants do not resolve to one canonical host. Duplicate hosts split whatever authority the page has earned.
5B4
Meta and Open Graph
Medium impact · Low effort
Fix: duplicate titles across pages; 3 description(s) outside 50–160 characters.

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": 4
}
```
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": 8,
  "referencedInRobots": true
}

A4Partial
llms.txt present
1/4
llms.txt exists but only 1 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": 153,
  "llmsFullTxt": false,
  "describedLinks": 1
}
```

A5Pass

Bot user-agent HTTP health

3/3

What we captured

{
  "probes": [
    {
      "name": "GPTBot",
      "status": 200,
      "ttfbMs": 720
    },
    {
      "name": "ClaudeBot",
      "status": 200,
      "ttfbMs": 102
    },
    {
      "name": "PerplexityBot",
      "status": 200,
      "ttfbMs": 140
    }
  ],
  "medianTtfbMs": 140,
  "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": 12867,
  "renderedTextLength": 5600
}

BUnderstanding

B1Pass

JSON-LD present and valid

5/5

What we captured

{
  "pagesCrawled": 5,
  "pagesWithValidJsonLd": 5,
  "homepageHasValidJsonLd": true,
  "pagesWithInvalidJsonLd": 0
}

B2Pass

Correct schema types for the site type

5/5

What we captured

{
  "matched": [
    "Service"
  ],
  "missing": [],
  "siteType": "other",
  "typesFound": [
    "BreadcrumbList",
    "ImageObject",
    "ListItem",
    "LocalBusiness",
    "OpeningHoursSpecification",
    "Organization",
    "Person",
    "PostalAddress",
    "Service",
    "WebPage",
    "WebSite"
  ]
}

B3Partial

Semantic HTML structure

3/4

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://nerdsthatcare.com: skipped heading level",
    "https://nerdsthatcare.com/privacy-policy: skipped heading level",
    "https://nerdsthatcare.com/services/data-backup/: skipped heading level",
    "https://nerdsthatcare.com/services/cybersecurity/: skipped heading level",
    "https://nerdsthatcare.com/services/cyber-security/: skipped heading level"
  ],
  "singleH1": 5,
  "allLandmarks": 5,
  "pagesCrawled": 5,
  "noSkippedLevels": 0
}

B4Partial
Meta and Open Graph
1/3
Fix: duplicate titles across pages; 3 description(s) outside 50–160 characters.
What we captured
```
{
  "goodTitles": 5,
  "pagesCrawled": 5,
  "uniqueTitles": false,
  "goodDescriptions": 2,
  "completeOpenGraph": 5
}
```
B5Partial
Clean text ratio
1/3
Visible text is 4.0% 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": [
    0.036,
    0.053,
    0.039,
    0.035,
    0.035
  ],
  "averageRatio": 0.04
}
```

B6Pass

Alt text coverage

2/2

What we captured

{
  "withAlt": 197,
  "coverage": 0.99,
  "contentImages": 200
}

B7Fail

Canonical and duplication hygiene

0/3

Fix: 1 page(s) missing or with a mismatched rel=canonical; www/non-www or http/https variants do not resolve to one canonical host. Duplicate hosts split whatever authority the page has earned.

What we captured

{
  "hostVariants": [
    {
      "url": "https://www.nerdsthatcare.com",
      "error": "fetch failed",
      "status": 0
    },
    {
      "url": "http://nerdsthatcare.com",
      "status": 301,
      "location": "https://nerds.care/"
    }
  ],
  "pagesCrawled": 5,
  "selfConsistentCanonicals": 4
}

CActionability

C1Partial
Form usability
5.99/6.11
Fix: 5 of 145 inputs have no associated label. A placeholder is not a label — an agent filling your form has no way to know what an unlabelled field wants.
What we captured
```
{
  "forms": 15,
  "inputs": 145,
  "realSubmit": true,
  "unlabelled": 5,
  "wrongTypes": 0
}
```
C2Partial
Navigable link graph
1.22/4.89
Fix: 5 clickable element(s) that are not anchors — an agent cannot follow a div; 45% of links use contextless text like "click here".
What we captured
```
{
  "anchors": 330,
  "genericLinks": 149,
  "genericRatio": 0.45,
  "hasBreadcrumb": true,
  "clickableNonAnchors": 5
}
```
C3Partial
Interactive element semantics
2.44/4.89
Fix: 5 element(s) act as buttons without being buttons. A div with a click handler is invisible to anything driving the page programmatically.
What we captured
```
{
  "realButtons": 10,
  "positiveTabindex": 0,
  "clickableNonButtons": 5,
  "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"
}
```
C6Partial
On-site search
1/3
Search exists but posts rather than using a GET query parameter, so an agent cannot construct a results URL directly. Switching to GET is usually a one-line change, and advertising it via WebSite SearchAction schema makes it discoverable.
What we captured
```
{
  "param": "eael_advanced_search",
  "usesGet": false,
  "searchForm": true,
  "searchAction": false
}
```

DTrust & freshness

D1Partial
Transport security
3/4
Fix: 4 insecure subresource reference(s).
What we captured
```
{
  "hsts": true,
  "tlsValid": true,
  "mixedContentReferences": 4
}
```

D2Pass

Verifiable identity

4/4

What we captured

{
  "sameAsCount": 5,
  "contactDiscoverable": true,
  "hasOrganizationSchema": true
}

D3Pass

Policies discoverable

4/4

What we captured

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

D4Partial
Freshness signals
1/4
Fix: sitemap has no lastmod values; only 0% of sitemap URLs modified in the last 90 days. Staleness is a ranking signal for models deciding what to cite.
What we captured
```
{
  "sitemapUrls": 8,
  "withLastmod": 0,
  "visibleDates": true,
  "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": "Home - Nerds That Care",
  "hasFavicon": true,
  "hasOgImage": true,
  "ogSiteName": "Nerds That Care - IT Experts + Cyber Specialists",
  "schemaName": "Home"
}
```
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
}
```

D7Partial

Multi-page stability

2/4

Fix: 1 page(s) did not return 200: https://nerdsthatcare.com/procurement/ (404).

What we captured

{
  "nonOk": [
    {
      "url": "https://nerdsthatcare.com/procurement/",
      "status": 404
    }
  ],
  "slowPages": 0,
  "pagesCrawled": 6,
  "consistentTemplate": true
}

68C

Discovery & access22/25

Understanding17/25

Actionability14.32/25

Trust & freshness15/25

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nerdsthatcare.com

What to fix first

Form usability

Machine endpoints and agent manifests

llms.txt present

Canonical and duplication hygiene

Meta and Open Graph

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