Tsoden
Public audit for stale.jock.pl

What we found

How Stale Is Your AI? Release age and training cutoff for 20 models is 4 fixes away from more qualified leads and API/data subscribers.

4 things a visitor needs are missing. The ones costing you the most: no price anywhere on the page, no easy way to get in touch and AI assistants have nothing to read, plus 1 more below.

Read from 1 live page · metadata, crawlability, trust, CTA, schema, sitemap, robots, llms.txt

Questions about this audit? Reply to the email or write to us — a human answers same day.

4 fixable leaks

The prioritized plan to fix all 4 leaks above and win more qualified leads and API/data subscribers is below — free, nothing to unlock.

Walk me through the 4 fixes - free See what's leaking ↓

What buyers and AI/search engines see right now

Pages checked21 read in full
How we read itRead as crawlers doSame view buyers & bots get
Response time257msUnder the 2.5s target
Checks verified9/134 need fixing

Diagnostics

What we checked, and what we found

40 checks across six areas — search visibility, AI & answer engines, performance, security, conversion and trust — each measured against How Stale Is Your AI? Release age and training cutoff for 20 models's live site.

27 pass 3 warn 10 fail

Of the 40 checks we ran on your page

Anything we couldn’t read is its own segment — a page that blocks our reader is our limitation, not a mark against you, and it never lowers your score.

Fine as-is — 27Needs fixing — 10Couldn’t read — 3
See the numbers
StateCountShare
On your page2768%
Missing1025%
Couldn’t read38%

Where your page is strong, and where it isn’t

Each area is scored 0–100 against what a customer needs to find before they act.

strong (75+)close (50–74)needs work (under 50)
Can they take the next step 43
Reasons to believe you 0
Can people find you 100
Can AI assistants read it 78
Speed on a phone 100
A safe, trusted connection 69
See the numbers
Part of your pageScoreHow that reads
Can they take the next step43/100needs work
Reasons to believe you0/100needs work
Can people find you100/100strong
Can AI assistants read it78/100strong
Speed on a phone100/100strong
A safe, trusted connection69/100close

Priorities

Fix these first

Ranked by revenue impact. Each one is something AI practitioners — or an AI answer engine — need to see and currently can't. Fixing the top few moves your score the most.

01

No price anywhere on the page

Add explicit, low-friction access tiers: 'Free JSON feed • Pro API (real-time updates, webhooks, historical diffs)'

02

No easy way to get in touch

Make it easy to access the live data feed or download the models.json from the homepage — a visible form, booking link, or tap-to-call number.

03

AI assistants have nothing to read

Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.

04

Nothing on the page proves you’re a real business

Add verifiable trust markers: 'All dates sourced from official lab docs (links inline) • Updated daily • Schema.org/DataSet markup included'

What we read on your page

What a customer finds — and doesn’t

3 of the 8 things we could check are already on your page. We found only 3 of the 8 things a customer looks for before they act. Most visitors are leaving without enough reason to call, book or buy.

Below is the breakdown: what's already working (with the exact text quoted from your page as proof), and the highest-impact additions to win more qualified leads and API/data subscribers — in priority order.

Scope: an automated scan of the 1 page we could read across your site. Every “found” item quotes the exact text on your page so you can verify it. It doesn't judge copy quality or design.

Already on your page

  • A headline that says what you do — found: “How stale is your AI? Release age and training cutoff for 20 models”
  • An obvious button that starts the thing — found: “Subscribe to Digital Thoughts”
  • Answers to the questions people ask before buying — found: “Common questions about training cutoffs”

What to add, in order of impact

  • Reviews or proof from real customers — Add a testimonial, customer logo, star rating, or an 'N customers' proof point near the top.
  • A concrete number, not an adjective — Add a concrete number (result %, time saved, customers served). Specifics convert better than adjectives.
  • Something that removes the risk of trying you — Lower perceived risk: free trial, money-back guarantee, no credit card, or cancel-anytime.
  • A price, or at least a from-figure — Show pricing or a 'starting at' anchor so buyers can self-qualify without emailing.
  • An easy way to get in touch — Give an easy capture path: short form, booking link, or contact route from the first screen.

Deliverable

The full write-up

The full work-up for How Stale Is Your AI? Release age and training cutoff for 20 models — every fix, with copy and code ready to paste.

Complete fix plan (every issue, step by step)

1. No price anywhere on the page

Add explicit, low-friction access tiers: 'Free JSON feed • Pro API (real-time updates, webhooks, historical diffs)'

  1. Show pricing, packages, or a 'from …' anchor so buyers can self-qualify.
  2. If pricing is bespoke, give a starting price or a typical range.
  3. Pair each price with what's included so it reads as value, not cost.

2. No easy way to get in touch

Make it easy to access the live data feed or download the models.json from the homepage — a visible form, booking link, or tap-to-call number.

  1. Add a visible booking link, short form, or tap-to-call number on the first screen.
  2. Keep the form to 3 fields max; every extra field drops completion.
  3. Confirm submissions with a clear success state, not a silent reload.

3. AI assistants have nothing to read

Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.

  1. Publish /llms.txt with a plain-text product summary, audience, pricing and key links.
  2. Keep it concise — answer engines reward clear, factual structure.
  3. Update it when your offer or pricing changes.

4. Nothing on the page proves you’re a real business

Add verifiable trust markers: 'All dates sourced from official lab docs (links inline) • Updated daily • Schema.org/DataSet markup included'

  1. Add 2–3 real testimonials or case results with names/logos near the CTA.
  2. Link a privacy policy and terms page in the footer.
  3. Show any credentials, guarantees, security or compliance badges you hold.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
How Stale Is Your AI? Real-Time Model Freshness Tracker
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Track AI model release dates & training cutoffs for 20 leading models — know exactly how current your AI really is. Check freshness now.
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
See Exactly How Stale Your AI Is — Live Release & Training Age Tracking

— or one of these —
- Your AI’s Knowledge Age, Counted in Real Time
- Release Date + Training Cutoff = True AI Freshness
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
Check Freshness
JSON-LD structured data (Organization)
Where to paste: Paste this entire block right before </head> (or before </body>).
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "How Stale Is Your AI? Release age and training cutoff for 20 models",
  "url": "https://stale.jock.pl/",
  "description": "Stale.jock.pl is a real-time intelligence service that publishes and live-counts the release dates and training cutoff dates of 20 current AI models from 8 labs.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Live AI model age tracking (release date countdown)"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Training cutoff date verification and monitoring"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Cross-lab AI freshness comparison dashboard"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Machine-readable model metadata feed (models.json)"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Source-linked transparency: every date traces to official lab documentation"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "JavaScript-powered real-time staleness counters for technical users"
      }
    }
  ]
}
</script>
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at stale.jock.pl/llms.txt with this content.
# How Stale Is Your AI? Release age and training cutoff for 20 models

> Track AI model release dates & training cutoffs for 20 leading models — know exactly how current your AI really is. Check freshness now.

## Services
- Live AI model age tracking (release date countdown)
- Training cutoff date verification and monitoring
- Cross-lab AI freshness comparison dashboard
- Machine-readable model metadata feed (models.json)
- Source-linked transparency: every date traces to official lab documentation
- JavaScript-powered real-time staleness counters for technical users

## Links
- https://stale.jock.pl/

Page-by-page findings

PageWhat to fix
/2 H1s (should be 1)
/$%7Besc(m.source)%7Dblocked / unreadable
Walk me through the 4 fixes - free

No charge and no pitch - a human reads your site and answers, usually the same day.

Rather we implement it for you? Done-for-you fix — €199

Action order

48-Hour Fix Plan

  • Add explicit, low-friction access tiers: 'Free JSON feed • Pro API (real-time updates, webhooks, historical diffs)'
  • Make it easy to access the live data feed or download the models.json from the homepage — a visible form, booking link, or tap-to-call number.
  • Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.
  • Add verifiable trust markers: 'All dates sourced from official lab docs (links inline) • Updated daily • Schema.org/DataSet markup included'

Why it matters

The fastest AI practitioners do not read every page. They scan the first screen, trust signals, pricing cues and how easy it is to access the live data feed or download the models.json. Missing signals make the offer harder to understand and easier to ignore.

Packages

Turn this into more qualified leads and API/data subscribers

You've seen the leaks, and the full plan above is yours free — every fix written out. The only thing we charge for is doing the work instead of you.

Do it yourselfFree

The complete evidence report and the prioritized, step-by-step plan for How Stale Is Your AI? Release age and training cutoff for 20 models — every fix written out with copy & code ready to paste. It is on this page. Nothing to buy, nothing to unlock.

Read the full plan ↑
Done-for-you — 48h€199

We implement the highest-impact fixes for How Stale Is Your AI? Release age and training cutoff for 20 models — metadata, schema, CTA, llms.txt, trust signals — in 48 hours. You keep every bit of the lift, no lock-in.

Have us do it — €199
Ongoing monitor€499/mo

Weekly re-checks of How Stale Is Your AI? Release age and training cutoff for 20 models + drift alerts so the fixes compound and never silently slip back.

Start monitoring

Not sure which fits? Book a free 30-min call and we'll tell you straight. · 48-hour turnaround · no lock-in · every claim verified.

Verification

The exact wording we found

Every signal below was read from your live site — nothing is estimated. We checked 2 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleAI Training Cutoff and Release Dates: How Stale Is Your AI?
Meta description153 chars
H1 heading Found 1/1
Structured data Found

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Missing
Response time257ms

Pages we checked

/
AI Training Cutoff and Release Dates: How Stale Is Your AI?
Read
/$%7Besc(m.source)%7D
/$%7Besc(m.source)%7D
Blocked

Questions about anything in here? Reply to the email, or reach us directly — we answer the same day.

CalendlyEmail

Who we are

Tsoden — a full-service web studio

We don't just audit — we build and rank websites end-to-end. Web development & design, plus SEO & AEO, so your business shows up in Google and in AI answers like ChatGPT, Perplexity and Gemini. This report is where we start; we can implement every fix below and grow your visibility on a full-service basis.

Web development & redesign — fast, conversion-first sites
SEO — rank in Google for what your buyers actually search
AEO — get found & cited by AI answer engines (ChatGPT, Perplexity, Gemini)
Ongoing monitoring & growth — we keep it improving
Work with Tsoden →or email support@tsoden.ai

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Disclaimer

This service is a marketing and informational tool based on public website signals. It is not legal, financial, tax, investment, security, or professional advice. Scores and recommendations are estimates, not guarantees of revenue, rankings, AI visibility, deliverability, or business outcomes. You remain responsible for reviewing, approving, and implementing any changes and for complying with laws that apply to your business.

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This audit is from 16 Sept 2026 — we re-run it fresh before we touch anything How Stale Is Your AI? Release age and training cutoff for 20 models · Grade C · 65/100
Done-for-you — €199 Walk me through the 4 fixes - free