Fast revenue-leak triage

languagemodelbuilder.com is 5 fixes away from more donations.

The site is likely invisible or ambiguous to buyers and AI/search systems. The fastest wins are clearer offer framing, schema, CTA, pricing, and trust signals.

Read from 2 live pages · metadata, crawlability, trust, CTA, schema, sitemap, robots

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

5 fixable leaks3/8 selling signals live7/13 checks passed

The complete, prioritized plan to fix all 5 leaks above and win more donations — written for languagemodelbuilder.com, delivered instantly.

Book a free 30-min call See what's leaking ↓

What buyers and AI/search engines see right now

Pages checked32 read in full

How we read itRead as crawlers doSame view buyers & bots get

Response time4633msWell over the 2.5s target

Checks verified7/136 need fixing

Diagnostics

Full technical analysis

36 checks across six areas — search visibility, AI & answer engines, performance, security, conversion and trust — each measured against languagemodelbuilder.com's live site.

21 pass 2 warn 13 fail

Findability

10/11 pass · 85/100

Page title

53 chars

Pass

Meta description

203 chars

Warning

Single H1 heading

present (2/2 pages)

Pass

Heading structure (H1–H3)

H1:1 H2:4 H3:4

Pass

Canonical tag

present

Pass

Indexable by search

indexable

Pass

Mobile viewport

set

Pass

Language declared

Pass

Image alt text

2/12 missing alt

Issue

Content depth

1,112 words

Pass

XML sitemap

found

Pass

robots.txt

found

Pass

AI & Answer Engines

1/5 pass · 11/100

Structured data (Schema.org)

none

Issue

FAQ / Q&A schema

missing

Issue

Open Graph (social preview)

3/4 tags

Issue

Twitter / X card

present

Pass

llms.txt (AI summary)

missing

Issue

Performance

3/5 pass · 44/100

Server response time

4,633 ms

Issue

HTML page weight

33.9 KB

Pass

Compression (gzip/brotli)

enabled

Pass

Render-blocking scripts

4 blocking / 4 scripts

Issue

Browser caching

cache-control set

Pass

Security

5/5 pass · 85/100

HTTPS / SSL

enabled

Pass

HSTS

missing

Warning

Content-Security-Policy

set

Pass

X-Content-Type-Options

nosniff

Pass

Clickjacking protection

protected

Pass

No mixed content

clean

Pass

Conversion

1/4 pass · 27/100

Clear value proposition

found: “Language Model Builder”

Pass

Primary call-to-action

not found

Issue

Easy contact / booking

not found

Issue

Visible pricing signal

not found

Issue

Trust

1/4 pass · 14/100

Social proof

not found

Issue

Risk reversal

not found

Issue

Legal / privacy pages

privacy

Pass

Analytics installed

none detected

Issue

Priorities

Top Leaks To Fix First

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

Direct conversion CTA

Put a clear "Donate" button above the fold so a visitor can make a donation in one tap.

Structured data

Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.

Pricing or buying signal

Show pricing or a "from…" anchor so supporters can self-qualify before they reach out.

Contact or booking path

Make it easy to make a donation from the homepage — a visible form, booking link, or tap-to-call number.

Fast initial response

Speed up the homepage — most supporters arrive on a phone, and a slow first load loses them before the page shows.

Conversion evidence

How The Page Sells

3 of 8 of the buying-decision signals we could verify are on your site today. Only 3 of 8 buying-decision elements were detected. Visitors likely leave without enough reason to act, so adding these is the highest-leverage revenue work.

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 donations — in priority order.

Scope: an automated scan of the 2 pages 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.

Selling well (detected, with proof)

Clear value proposition (headline) — found: “Language Model Builder”
Specific, quantified result — found: “90 m”
Objection handling (FAQ) — found: “FAQ”

Highest-impact additions to sell more

Action-oriented primary CTA — Place one clear action button above the fold (e.g. Start free, Book a demo).
Social proof (testimonial / customers / rating) — Add a testimonial, customer logo, star rating, or an 'N customers' proof point near the top.
Risk reversal (trial / guarantee / no card) — Lower perceived risk: free trial, money-back guarantee, no credit card, or cancel-anytime.
Visible pricing / 'starting at' anchor — Show pricing or a 'starting at' anchor so buyers can self-qualify without emailing.
Easy lead-capture path — Give an easy capture path: short form, booking link, or contact route from the first screen.

Deliverable

Your complete fix pack is ready

We've already done the full work-up for languagemodelbuilder.com — every fix written out, with copy and code ready to paste. Here's what's inside:

Step-by-step fix plan for all 6 issues we found
Ready-to-paste meta description, H1 and CTA written for your business
JSON-LD schema generated for your site (copy-paste)
Page-by-page breakdown of all 3 pages we checked
Prioritised 48-hour action order — what to do first for the biggest gain

Complete fix plan (every issue, step by step)

1. Direct conversion CTA

Put a clear "Donate" button above the fold so a visitor can make a donation in one tap.

Place one primary button above the fold with action text (e.g. the suggested CTA below).
Repeat the same CTA after the proof section and in the footer.
Make the button visually dominant — one accent colour used only for the primary action.

2. Structured data

Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.

Add JSON-LD using the schema snippet below, edited with your real details.
Validate it in Google's Rich Results Test before publishing.
Keep it in sync with the on-page facts (name, address, phone, offers).

3. Pricing or buying signal

Show pricing or a "from…" anchor so supporters can self-qualify before they reach out.

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

4. Contact or booking path

Make it easy to make a donation from the homepage — a visible form, booking link, or tap-to-call number.

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

5. Fast initial response

Speed up the homepage — most supporters arrive on a phone, and a slow first load loses them before the page shows.

Compress and lazy-load images; serve modern formats (WebP/AVIF).
Put the site behind a CDN and enable caching of static assets.
Defer non-critical JavaScript so the first screen paints fast.

Done-for-you assets — copy & paste

SEO title

Where to paste: Replace the <title> tag inside your page <head>.

Language Model Builder — Create Your Own AI

Meta description

Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).

Build your own language model for free and understand AI technology. Download now and start your journey!

H1 — main page heading

Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).

Build Your Own Language Model and Understand AI

— or one of these —
- Create AI Models from Scratch
- Master AI by Building Language Models

Primary CTA button

Where to paste: Use as the main button above the fold; repeat it after your proof/services section.

Download Now

JSON-LD structured data (LocalBusiness)

Where to paste: Paste this entire block right before </head> (or before </body>).

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "languagemodelbuilder.com",
  "url": "https://languagemodelbuilder.com/",
  "description": "Language Model Builder is a free Mac app that helps you create and understand language models.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Train your own tokenizer"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Select and prepare training data"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Pre-train and fine-tune your model"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Interact with your custom AI model"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Access an interactive textbook on AI foundations"
      }
    }
  ]
}
</script>

Page-by-page findings

Page	What to fix
/	looks healthy
/github-production-release-asset/1307024852/dba1b106-31b7-4deb-99bb-ad98c1d97f96?sp=r&sv=2018-11-09&sr=b&spr=https&se=2026-08-01T23%3A59%3A12Z&rscd=attachment%3B+filename%3DLanguageModelBuilder.dmg&rsct=application%2Foctet-stream&skoid=96c2d410-5711-43a1-aedd-ab1947aa7ab0&sktid=398a6654-997b-47e9-b12b-9515b896b4de&skt=2026-08-01T22%3A59%3A06Z&ske=2026-08-01T23%3A59%3A12Z&sks=b&skv=2018-11-09&sig=CHTrd2YOOO7ZM14jDl236bDtff37BzQbjvbltdi0tmg%3D&jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmVsZWFzZS1hc3NldHMuZ2l0aHVidXNlcmNvbnRlbnQuY29tIiwia2V5Ijoia2V5MSIsImV4cCI6MTc4NTYyNzExNywibmJmIjoxNzg1NjI1MzE3LCJwYXRoIjoicmVsZWFzZWFzc2V0cHJvZHVjdGlvbi5ibG9iLmNvcmUud2luZG93cy5uZXQifQ.t-_sN16WLnvSwkhQFpq0ET5BH-yowQuzEwUfN9L6QwQ&response-content-disposition=attachment%3B%20filename%3DLanguageModelBuilder.dmg&response-content-type=application%2Foctet-stream	blocked / unreadable
/privacy	looks healthy

Action order

48-Hour Fix Plan

Put a clear "Donate" button above the fold so a visitor can make a donation in one tap.
Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
Show pricing or a "from…" anchor so supporters can self-qualify before they reach out.
Make it easy to make a donation from the homepage — a visible form, booking link, or tap-to-call number.
Speed up the homepage — most supporters arrive on a phone, and a slow first load loses them before the page shows.

Why it matters

The fastest supporters do not read every page. They scan the first screen, trust signals, pricing cues and how easy it is to make a donation. Missing signals make the offer harder to understand and easier to ignore.

Packages

Turn this into more donations

You've seen the leaks. Most owners start with the €49 full report — the same fixes we'd implement for €199, written out so you can do them yourself. Want it hands-off? Step up a tier.

Do it yourselfFree

The complete evidence report and the prioritized, step-by-step plan for languagemodelbuilder.com — 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 languagemodelbuilder.com — metadata, schema, CTA, 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 languagemodelbuilder.com + 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

Evidence Snapshot

Every signal below was read from your live site — nothing is estimated. We checked 3 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleLanguage Model Builder — Build models. Understand AI.

Meta description203 chars

H1 heading Found 2/2

Structured data Missing

Crawl & AI files

robots.txt Found

sitemap.xml Found

llms.txt (AI) Missing

Response time4633ms

Pages we checked

Language Model Builder — Build models. Understand AI.

Read

/github-production-release-asset/1307024852/dba1b106-31b7-4deb-99bb-ad98c1d97f96?sp=r&sv=2018-11-09&sr=b&spr=https&se=2026-08-01T23%3A59%3A12Z&rscd=attachment%3B+filename%3DLanguageModelBuilder.dmg&rsct=application%2Foctet-stream&skoid=96c2d410-5711-43a1-aedd-ab1947aa7ab0&sktid=398a6654-997b-47e9-b12b-9515b896b4de&skt=2026-08-01T22%3A59%3A06Z&ske=2026-08-01T23%3A59%3A12Z&sks=b&skv=2018-11-09&sig=CHTrd2YOOO7ZM14jDl236bDtff37BzQbjvbltdi0tmg%3D&jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmVsZWFzZS1hc3NldHMuZ2l0aHVidXNlcmNvbnRlbnQuY29tIiwia2V5Ijoia2V5MSIsImV4cCI6MTc4NTYyNzExNywibmJmIjoxNzg1NjI1MzE3LCJwYXRoIjoicmVsZWFzZWFzc2V0cHJvZHVjdGlvbi5ibG9iLmNvcmUud2luZG93cy5uZXQifQ.t-_sN16WLnvSwkhQFpq0ET5BH-yowQuzEwUfN9L6QwQ&response-content-disposition=attachment%3B%20filename%3DLanguageModelBuilder.dmg&response-content-type=application%2Foctet-stream

/github-production-release-asset/1307024852/dba1b106-31b7-4deb-99bb-ad

Blocked

/privacy

Read

Vragen over de bevindingen? Reply to the email, or reach us directly — we answer same day.

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

Curious how a competitor scores?

Run the same free check on any site — the same buying signals, the same evidence quoted from the page itself. About a minute, no email needed to see the result.

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.

Full disclaimer · Terms · Privacy

languagemodelbuilder.com is 5 fixes away from more donations.

Findability

AI & Answer Engines

Performance

Security

Conversion

Trust

Direct conversion CTA

Structured data

Pricing or buying signal

Contact or booking path

Fast initial response

Selling well (detected, with proof)

Highest-impact additions to sell more

Complete fix plan (every issue, step by step)

1. Direct conversion CTA

2. Structured data

3. Pricing or buying signal

4. Contact or booking path

5. Fast initial response

Done-for-you assets — copy & paste

Page-by-page findings

Unlock the full report for languagemodelbuilder.com

Why it matters

Turn this into more donations

What we read

Crawl & AI files

Pages we checked

Curious how a competitor scores?

Disclaimer