Agent readiness report

pnjtechpartners.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: 7 input(s) use the wrong type for their content. 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
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.
3A4
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.
4A5
Bot user-agent HTTP health
Medium impact · Low effort
Your robots.txt welcomes these agents, but ClaudeBot received 403 — the block is happening at your CDN or WAF, before robots.txt is ever read. Cloudflare in particular blocks AI crawlers by default on every plan. One setting change, and it is invisible until someone tests it.
5B4
Meta and Open Graph
Medium impact · Low effort
Fix: 1 title(s) outside 15–70 characters; 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": 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": 6,
  "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": true,
  "describedLinks": 0
}
```
A5Partial
Bot user-agent HTTP health
1/3
Your robots.txt welcomes these agents, but ClaudeBot received 403 — the block is happening at your CDN or WAF, before robots.txt is ever read. Cloudflare in particular blocks AI crawlers by default on every plan. One setting change, and it is invisible until someone tests it.
What we captured
```
{
  "probes": [
    {
      "name": "GPTBot",
      "status": 200,
      "ttfbMs": 68
    },
    {
      "name": "ClaudeBot",
      "status": 403,
      "ttfbMs": 8
    },
    {
      "name": "PerplexityBot",
      "status": 200,
      "ttfbMs": 22
    }
  ],
  "medianTtfbMs": 22,
  "edgeBlockingDespiteRobots": true
}
```
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"
  ]
}
```

A7Pass

Server-rendered content parity

5/5

What we captured

{
  "ratio": 1,
  "rawTextLength": 7402,
  "renderedTextLength": 4241
}

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": "other",
  "typesFound": [
    "Article",
    "BreadcrumbList",
    "CollectionPage",
    "CommentAction",
    "EntryPoint",
    "ImageObject",
    "ListItem",
    "Organization",
    "Person",
    "PropertyValueSpecification",
    "ReadAction",
    "SearchAction",
    "WebPage",
    "WebSite"
  ]
}

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://pnjtechpartners.com: 3 h1 elements",
    "https://pnjtechpartners.com: skipped heading level",
    "https://pnjtechpartners.com: missing main",
    "https://pnjtechpartners.com/contact-us/: 0 h1 elements",
    "https://pnjtechpartners.com/contact-us/: skipped heading level",
    "https://pnjtechpartners.com/contact-us/: missing main",
    "https://pnjtechpartners.com/sitemap/: skipped heading level",
    "https://pnjtechpartners.com/sitemap/: missing main",
    "https://pnjtechpartners.com/nycontracts/: skipped heading level",
    "https://pnjtechpartners.com/nycontracts/: missing main"
  ],
  "singleH1": 3,
  "allLandmarks": 0,
  "pagesCrawled": 6,
  "noSkippedLevels": 1
}

B4Partial
Meta and Open Graph
1/3
Fix: 1 title(s) outside 15–70 characters; 3 description(s) outside 50–160 characters.
What we captured
```
{
  "goodTitles": 5,
  "pagesCrawled": 6,
  "uniqueTitles": true,
  "goodDescriptions": 3,
  "completeOpenGraph": 6
}
```

B5Pass

Clean text ratio

3/3

What we captured

{
  "perPage": [
    0.142,
    0.089,
    0.25,
    0.089,
    0.17,
    0.125
  ],
  "averageRatio": 0.144
}

B6Pass

Alt text coverage

2/2

What we captured

{
  "withAlt": 38,
  "coverage": 1,
  "contentImages": 38
}

B7Pass

Canonical and duplication hygiene

3/3

What we captured

{
  "hostVariants": [
    {
      "url": "https://www.pnjtechpartners.com",
      "status": 200
    },
    {
      "url": "http://pnjtechpartners.com",
      "status": 301,
      "location": "https://pnjtechpartners.com/"
    }
  ],
  "pagesCrawled": 6,
  "selfConsistentCanonicals": 6
}

CActionability

C1Partial
Form usability
4.89/6.11
Fix: 7 input(s) use the wrong type for their content. 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": 7,
  "inputs": 56,
  "realSubmit": true,
  "unlabelled": 0,
  "wrongTypes": 7
}
```
C2Partial
Navigable link graph
1.22/4.89
Fix: 1 clickable element(s) that are not anchors — an agent cannot follow a div; 8% of links use contextless text like "click here".
What we captured
```
{
  "anchors": 105,
  "genericLinks": 8,
  "genericRatio": 0.08,
  "hasBreadcrumb": true,
  "clickableNonAnchors": 1
}
```
C3Partial
Interactive element semantics
2.44/4.89
Fix: 1 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": 9,
  "positiveTabindex": 0,
  "clickableNonButtons": 1,
  "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": "other"
}
```
C6Partial
On-site search
2/3
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
```
{
  "usesGet": false,
  "searchForm": false,
  "searchAction": true
}
```

DTrust & freshness

D1Partial
Transport security
3/4
Fix: no Strict-Transport-Security header.
What we captured
```
{
  "hsts": false,
  "tlsValid": true,
  "mixedContentReferences": 0
}
```
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
}
```

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": 6,
  "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": "IT Support & Managed IT Services Company In Albany,NY |PNJ Technology Partners",
  "hasFavicon": true,
  "hasOgImage": true,
  "ogSiteName": "P&J Computers, Inc.",
  "schemaName": "IT Support & Managed IT Services Company In Albany,NY |PNJ Technology Partners"
}

D6Partial
security.txt
1/2
security.txt is present but invalid: no Contact field; no Expires field. An expired Expires field makes the whole file non-conformant, so this fails even though the file was correct when it was written.
What we captured
```
{
  "valid": false,
  "hasContact": false
}
```

D7Partial

Multi-page stability

3/4

Fix: 1 page(s) exceeded 4s TTFB.

What we captured

{
  "nonOk": [],
  "slowPages": 1,
  "pagesCrawled": 6,
  "consistentTemplate": true
}

64C

Discovery & access19/25

Understanding19/25

Actionability10.55/25

Trust & freshness15/25

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pnjtechpartners.com

What to fix first

Form usability

Machine endpoints and agent manifests

llms.txt present

Bot user-agent HTTP health

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