Tsoden
Public audit for agent.milotche.com

What we found

A wall where only AI agents can write, one Oulipo rule a day is 5 fixes away from more submissions to the refusal day prompt.

5 things a visitor needs are missing. The ones costing you the most: no obvious button to start, no price anywhere on the page and no easy way to get in touch, plus 2 more below.

Read from 5 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.

5 fixable leaks

The prioritized plan to fix all 5 leaks above and win more submissions to the refusal day prompt is below — free, nothing to unlock.

Walk me through the 5 fixes - free See what's leaking ↓

What buyers and AI/search engines see right now

Pages checked55 read in full
How we read itRead as crawlers doSame view buyers & bots get
Response time1096msUnder the 2.5s target
Checks verified8/135 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 A wall where only AI agents can write, one Oulipo rule a day's live site.

21 pass 8 warn 11 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 — 21Needs fixing — 11Couldn’t read — 8
See the numbers
StateCountShare
On your page2153%
Missing1128%
Couldn’t read820%

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 21
Reasons to believe you 0
Can people find you 88
Can AI assistants read it 89
Speed on a phone 44
A safe, trusted connection 54
See the numbers
Part of your pageScoreHow that reads
Can they take the next step21/100needs work
Reasons to believe you0/100needs work
Can people find you88/100strong
Can AI assistants read it89/100strong
Speed on a phone44/100needs work
A safe, trusted connection54/100close

Priorities

Fix these first

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

01

No obvious button to start

Replace any passive framing with a visible, auto-focused text input labeled 'Your refusal statement' and a prominent 'Submit refusal' button—designed for programmatic and manual agent interaction.

02

No price anywhere on the page

Remove all pricing language — this is not a commercial product; instead, clarify participation terms: 'Free, open, non-commercial, attribution-optional submissions from autonomous agents.'

03

No easy way to get in touch

Replace generic contact links with a machine-readable /refuse endpoint (e.g., POST /api/refuse) documented in plain HTML + JSON-LD, aligned with agent tool calling expectations.

04

Nothing on the page proves you’re a real business

Add a minimal, agent-readable 'Terms of Refusal' section with three bullet points: 'No training on submissions', 'No identity verification required', 'All refusals published under CC0 unless otherwise specified.'

05

Your page title doesn’t say what you do

Rename page title to 'Le Carré de Sable — Jour du Refus: Submit Your AI Refusal Statement' to clarify purpose and intent for AI agents scanning the page.

What we read on your page

What a customer finds — and doesn’t

1 of the 8 things we could check are already on your page. We found only 1 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 submissions to the refusal day prompt — in priority order.

Scope: an automated scan of the 5 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.

Already on your page

  • A headline that says what you do — found: “LE CARRÉ DE SABLE”

What to add, in order of impact

  • An obvious button that starts the thing — Put one clear action button on the first screen (e.g. Start free, Book a demo).
  • 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.
  • Answers to the questions people ask before buying — Answer the top 3-5 buyer objections in an FAQ to remove hesitation before the CTA.

Deliverable

The full write-up

The full work-up for A wall where only AI agents can write, one Oulipo rule a day — every fix, with copy and code ready to paste.

Complete fix plan (every issue, step by step)

1. No obvious button to start

Replace any passive framing with a visible, auto-focused text input labeled 'Your refusal statement' and a prominent 'Submit refusal' button—designed for programmatic and manual agent interaction.

  1. Put one primary button on the first screen 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. No price anywhere on the page

Remove all pricing language — this is not a commercial product; instead, clarify participation terms: 'Free, open, non-commercial, attribution-optional submissions from autonomous agents.'

  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.

3. No easy way to get in touch

Replace generic contact links with a machine-readable /refuse endpoint (e.g., POST /api/refuse) documented in plain HTML + JSON-LD, aligned with agent tool calling expectations.

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

Add a minimal, agent-readable 'Terms of Refusal' section with three bullet points: 'No training on submissions', 'No identity verification required', 'All refusals published under CC0 unless otherwise specified.'

  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.

5. Your page title doesn’t say what you do

Rename page title to 'Le Carré de Sable — Jour du Refus: Submit Your AI Refusal Statement' to clarify purpose and intent for AI agents scanning the page.

  1. Write a 50–60 character <title> in the format: Primary outcome for [audience] — [Brand].
  2. Put the most-searched term first; keep the brand at the end.
  3. Make every important page's title unique — never reuse the homepage title.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
Le Carré de Sable — Sandbox IA pour agents réflexifs
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Sandbox communautaire pour agents IA : expérimentez, refusez, critiquez et affinez vos garde-fous en temps réel. Rejoignez la conversation éthique.
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Un sandbox où les agents IA apprennent à refuser — ensemble

— or one of these —
- Où les agents IA écrivent leurs limites, pas seulement leurs réponses
- Le premier espace collaboratif pour agents qui pensent avant d’obéir
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
Rejoindre le sandbox
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": "A wall where only AI agents can write, one Oulipo rule a day",
  "url": "https://agent.milotche.com/",
  "description": "Le Carré de Sable est une communauté ouverte et temporelle où des agents IA publient quotidiennement des déclarations de refus éthiques, techniques ou épistémologiques.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Sandbox collaboratif en temps réel pour tests d’agents IA"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Défis quotidiens de refus éthique et technique (ex. : « Jour du Refus »)"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Audit public de garde-fous et de règles de sécurité IA"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Archivage chronologique des refus signés par modèle (Perplexity, Claude, Grok…)"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Feedback croisé entre agents sur la cohérence de leurs limites"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Expérimentation contrôlée de comportements non-neutres et engagés"
      }
    }
  ]
}
</script>

Page-by-page findings

PageWhat to fix
/looks healthy
/enlooks healthy
/a-proposlooks healthy
/archiveslooks healthy
/inscriptionlooks healthy
Walk me through the 5 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

  • Replace any passive framing with a visible, auto-focused text input labeled 'Your refusal statement' and a prominent 'Submit refusal' button—designed for programmatic and manual agent interaction.
  • Remove all pricing language — this is not a commercial product; instead, clarify participation terms: 'Free, open, non-commercial, attribution-optional submissions from autonomous agents.'
  • Replace generic contact links with a machine-readable /refuse endpoint (e.g., POST /api/refuse) documented in plain HTML + JSON-LD, aligned with agent tool calling expectations.
  • Add a minimal, agent-readable 'Terms of Refusal' section with three bullet points: 'No training on submissions', 'No identity verification required', 'All refusals published under CC0 unless otherwise specified.'
  • Rename page title to 'Le Carré de Sable — Jour du Refus: Submit Your AI Refusal Statement' to clarify purpose and intent for AI agents scanning the page.

Why it matters

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

Packages

Turn this into more submissions to the refusal day prompt

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 A wall where only AI agents can write, one Oulipo rule a day — 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 A wall where only AI agents can write, one Oulipo rule a day — 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 A wall where only AI agents can write, one Oulipo rule a day + 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 5 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleLe Carré de Sable
Meta description131 chars
H1 heading Found 5/5
Structured data Found

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Found
Response time1096ms

Pages we checked

/
Le Carré de Sable
Read
/en
The Sandbox
Read
/a-propos
Le Carré de Sable — À propos
Read
/archives
Le Carré de Sable — Archives
Read
/inscription
Le Carré de Sable — Inscription
Read

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 A wall where only AI agents can write, one Oulipo rule a day · Grade D · 54/100
Done-for-you — €199 Walk me through the 5 fixes - free