Tsoden
Public audit for hamiltonianresearch.xyz

Fast revenue-leak triage

hamiltonianresearch.xyz is 7 fixes away from more collaborations.

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, llms.txt

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

7 fixable leaks3/8 selling signals live6/13 checks passed

The complete, prioritized plan to fix all 7 leaks above and win more collaborations — written for hamiltonianresearch.xyz, delivered instantly.

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

What buyers and AI/search engines see right now

Pages checked22 read in full
How we read itRead as crawlers doSame view buyers & bots get
Response time1250msUnder the 2.5s target
Checks verified6/137 need fixing

Diagnostics

Full technical analysis

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

20 pass 6 warn 10 fail

Findability

9/11 pass · 77/100
Page title
71 chars
Warning
Meta description
159 chars
Pass
Single H1 heading
present (2/2 pages)
Pass
Heading structure (H1–H3)
H1:1 H2:5 H3:4
Pass
Canonical tag
present
Pass
Indexable by search
indexable
Pass
Mobile viewport
set
Pass
Language declared
en
Pass
Image alt text
0/1 missing alt
Pass
Content depth
489 words
Pass
XML sitemap
missing
Issue
robots.txt
missing
Issue

AI & Answer Engines

2/5 pass · 33/100
Structured data (Schema.org)
none
Issue
FAQ / Q&A schema
missing
Issue
Open Graph (social preview)
4/4 tags
Pass
Twitter / X card
present
Pass
llms.txt (AI summary)
missing
Issue

Performance

4/4 pass · 67/100
Server response time
1,250 ms
Warning
HTML page weight
18.4 KB
Pass
Compression (gzip/brotli)
enabled
Pass
Render-blocking scripts
0 blocking / 2 scripts
Pass
Browser caching
cache-control set
Pass

Security

3/3 pass · 69/100
HTTPS / SSL
enabled
Pass
HSTS
enabled
Pass
Content-Security-Policy
missing
Warning
X-Content-Type-Options
missing
Warning
Clickjacking protection
missing
Warning
No mixed content
clean
Pass

Conversion

2/4 pass · 45/100
Clear value proposition
found: “Rebuilding the language model from its equation…”
Pass
Primary call-to-action
not found
Issue
Easy contact / booking
not found
Issue
Visible pricing signal
found: “$5”
Pass

Trust

0/3 pass · 0/100
Social proof
not found
Issue
Risk reversal
not found
Issue
Legal / privacy pages
not found at /privacy /terms
Warning
Analytics installed
none detected
Issue

Priorities

Top Leaks To Fix First

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

01

Direct conversion CTA

Add a prominent call-to-action that encourages visitors to engage with your research or request collaboration.

02

Structured data

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

03

Contact or booking path

Streamline the contact process to make it easy for interested parties to reach out for collaboration.

04

AI-readable llms.txt

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

05

Trust/legal signals

Incorporate trust signals such as research publications or partnerships to establish credibility.

06

Sitemap present

Publish /sitemap.xml and submit it to search engines.

07

Robots file present

Publish /robots.txt with a sitemap reference and no accidental blocking.

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 collaborations — 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: “Rebuilding the language model from its equations of motion .”
  • Specific, quantified result — found: “135M”
  • Visible pricing / 'starting at' anchor — found: “$5”

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.
  • Easy lead-capture path — Give an easy capture path: short form, booking link, or contact route from the first screen.
  • Objection handling (FAQ) — Answer the top 3-5 buyer objections in an FAQ to remove hesitation before the CTA.

Deliverable

Your complete fix pack is ready

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

Complete fix plan (every issue, step by step)

1. Direct conversion CTA

Add a prominent call-to-action that encourages visitors to engage with your research or request collaboration.

  1. Place one primary button above the fold with action text (e.g. the suggested CTA below).
  2. Repeat the same CTA after the proof section and in the footer.
  3. 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.

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

3. Contact or booking path

Streamline the contact process to make it easy for interested parties to reach out for collaboration.

  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.

4. AI-readable llms.txt

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.

5. Trust/legal signals

Incorporate trust signals such as research publications or partnerships to establish credibility.

  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.

6. Sitemap present

Publish /sitemap.xml and submit it to search engines.

  1. Publish /sitemap.xml listing every indexable URL with <lastmod>.
  2. Reference it from robots.txt and submit it in Google Search Console.
  3. Regenerate it automatically whenever pages change.

7. Robots file present

Publish /robots.txt with a sitemap reference and no accidental blocking.

  1. Publish /robots.txt that allows crawling and points to your sitemap.
  2. Double-check you are not accidentally Disallow-ing the whole site.
  3. Remove any leftover 'Disallow: /' from staging.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
Hamiltonian Research | Attention-Free Language Models
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Explore attention-free language models that optimize memory and processing. Discover our innovative research today!
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Revolutionizing Language Models with State-Space Dynamics

— or one of these —
- Transforming Language Understanding with Physics-Based Models
- Achieving Linear Processing with Constant Memory
Primary CTA button
Where to paste: Use as the main button above the fold; repeat it after your proof/services section.
Explore Our Research
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": "hamiltonianresearch.xyz",
  "url": "https://hamiltonianresearch.xyz/",
  "description": "Hamiltonian Research specializes in developing attention-free architectures for language models using state-space dynamics.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Development of attention-free language model architectures"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Implementation of state-space backbones for efficient processing"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Research on masked diffusion techniques for text generation"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Creation of selective state-space models for evolving context"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Innovative approaches to constant-memory inference"
      }
    }
  ]
}
</script>
robots.txt
Where to paste: Create a plain text file at hamiltonianresearch.xyz/robots.txt with this content.
User-agent: *
Allow: /
Sitemap: https://hamiltonianresearch.xyz/sitemap.xml
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at hamiltonianresearch.xyz/llms.txt with this content.
# hamiltonianresearch.xyz

> Explore attention-free language models that optimize memory and processing. Discover our innovative research today!

## Services
- Development of attention-free language model architectures
- Implementation of state-space backbones for efficient processing
- Research on masked diffusion techniques for text generation
- Creation of selective state-space models for evolving context
- Innovative approaches to constant-memory inference

## Links
- https://hamiltonianresearch.xyz/

Page-by-page findings

PageWhat to fix
/looks healthy
/blog/hr-diffuse-1looks healthy

Action order

48-Hour Fix Plan

  • Add a prominent call-to-action that encourages visitors to engage with your research or request collaboration.
  • Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
  • Streamline the contact process to make it easy for interested parties to reach out for collaboration.
  • Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.
  • Incorporate trust signals such as research publications or partnerships to establish credibility.

Why it matters

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

Packages

Turn this into more collaborations

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 hamiltonianresearch.xyz — 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 hamiltonianresearch.xyz — 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 hamiltonianresearch.xyz + 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 2 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleHamiltonian Research | Attention-free architectures for language models
Meta description159 chars
H1 heading Found 2/2
Structured data Missing

Crawl & AI files

robots.txt Missing
sitemap.xml Missing
llms.txt (AI) Missing
Response time1250ms

Pages we checked

/
Hamiltonian Research | Attention-free architectures for language model
Read
/blog/hr-diffuse-1
I trained a language model that thinks the capital of Japan is Paris |
Read

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

Email

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 1 Aug 2026 — we re-run it fresh when you order hamiltonianresearch.xyz · Grade D · 40/100
Done-for-you — €199 Book a free 30-min call