Tsoden
Public audit for cleanroom-qvq1xbb8o-ag3497120s-projects.vercel.app

What we found

I won't give up on either AI or being a developer is 7 fixes away from more trial signups.

7 things a visitor needs are missing. The ones costing you the most: Search engines can’t tell what you sell, no price anywhere on the page and no easy way to get in touch, plus 4 more below.

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 leaks

The prioritized plan to fix all 7 leaks above and win more trial signups is below — free, nothing to unlock.

Walk me through the 7 fixes - free 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 time220msUnder the 2.5s target
Checks verified6/137 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 I won't give up on either AI or being a developer's live site.

24 pass 2 warn 14 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 — 24Needs fixing — 14Couldn’t read — 2
See the numbers
StateCountShare
On your page2460%
Missing1435%
Couldn’t read25%

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 54
Can people find you 81
Can AI assistants read it 0
Speed on a phone 100
A safe, trusted connection 77
See the numbers
Part of your pageScoreHow that reads
Can they take the next step43/100needs work
Reasons to believe you54/100close
Can people find you81/100strong
Can AI assistants read it0/100needs work
Speed on a phone100/100strong
A safe, trusted connection77/100strong

Priorities

Fix these first

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

01

Search engines can’t tell what you sell

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

02

No price anywhere on the page

Add a visible, unambiguous pricing cue like 'Free forever (open source, MIT license)' next to the primary CTA — developers need immediate clarity on cost, licensing, and self-hosting rights.

03

No easy way to get in touch

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

04

AI assistants have nothing to read

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

05

Shared links look broken

Add Open Graph tags so shared links render with a clear title and value proposition.

06

Search engines have no map of your site

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

07

No robots.txt telling crawlers what to do

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

What we read on your page

What a customer finds — and doesn’t

4 of the 8 things we could check are already on your page. Your page has 4 of the 8 things a customer looks for. Adding the rest is the quickest way to get more out of the visitors you already have.

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 trial signups — 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.

Already on your page

  • A headline that says what you do — found: “Build with AI. Keep the experience.”
  • An obvious button that starts the thing — found: “Try the workspace”
  • A concrete number, not an adjective — found: “3.11+”
  • Something that removes the risk of trying you — found: “guarantee”

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 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 I won't give up on either AI or being a developer — every fix, with copy and code ready to paste.

Complete fix plan (every issue, step by step)

1. Search engines can’t tell what you sell

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).

2. No price anywhere on the page

Add a visible, unambiguous pricing cue like 'Free forever (open source, MIT license)' next to the primary CTA — developers need immediate clarity on cost, licensing, and self-hosting rights.

  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

Make it easy to try the workspace 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.

4. 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.

5. Shared links look broken

Add Open Graph tags so shared links render with a clear title and value proposition.

  1. Add og:title, og:description, og:image and og:url to <head>.
  2. Use a 1200×630 share image with the value proposition baked in.
  3. Test the preview with the Facebook/LinkedIn debuggers.

6. Search engines have no map of your site

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. No robots.txt telling crawlers what to do

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>.
Cleanroom | AI Coding Workspace & Skills Map
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Cleanroom is a private, local-first AI coding workspace, learning notebook, and adaptive skills map — keep full context, control, and ownership while buildin…
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Code with AI. Own Your Context.

— or one of these —
- AI That Learns Your Workflow — Not the Other Way Around
- A Coding Workspace Where You Keep the Experience
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
Try the Workspace
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": "I won't give up on either AI or being a developer",
  "url": "https://cleanroom-qvq1xbb8o-ag3497120s-projects.vercel.app/",
  "description": "Cleanroom is an open-source, local-first developer tool that combines an AI-powered coding workspace, interactive learning notebook, and personal skills mapping engine.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Local-first AI coding workspace with split-agent interface (Agent/Owner)"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Interactive learning notebook with searchable, versioned project notes"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Personal skills map that auto-updates from your code, queries, and reflections"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Browser-based rehearsal mode for zero-setup AI interaction"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "CLI for real-world development with private, offline-capable execution"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "MIT-licensed open source tool with no telemetry or forced cloud dependency"
      }
    }
  ]
}
</script>
robots.txt
Where to paste: Create a plain text file at cleanroom-qvq1xbb8o-ag3497120s-projects.vercel.app/robots.txt with this content.
User-agent: *
Allow: /
Sitemap: https://cleanroom-qvq1xbb8o-ag3497120s-projects.vercel.app/sitemap.xml
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at cleanroom-qvq1xbb8o-ag3497120s-projects.vercel.app/llms.txt with this content.
# I won't give up on either AI or being a developer

> Cleanroom is a private, local-first AI coding workspace, learning notebook, and adaptive skills map — keep full context, control, and ownership while buildin…

## Services
- Local-first AI coding workspace with split-agent interface (Agent/Owner)
- Interactive learning notebook with searchable, versioned project notes
- Personal skills map that auto-updates from your code, queries, and reflections
- Browser-based rehearsal mode for zero-setup AI interaction
- CLI for real-world development with private, offline-capable execution
- MIT-licensed open source tool with no telemetry or forced cloud dependency

## Links
- https://cleanroom-qvq1xbb8o-ag3497120s-projects.vercel.app/

Page-by-page findings

PageWhat to fix
/looks healthy
/terminalno H1 heading
Walk me through the 7 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 structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
  • Add a visible, unambiguous pricing cue like 'Free forever (open source, MIT license)' next to the primary CTA — developers need immediate clarity on cost, licensing, and self-hosting rights.
  • Make it easy to try the workspace 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 Open Graph tags so shared links render with a clear title and value proposition.

Why it matters

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

Packages

Turn this into more trial signups

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 I won't give up on either AI or being a developer — 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 I won't give up on either AI or being a developer — 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 I won't give up on either AI or being a developer + 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

TitleCleanroom | Build with AI. Keep the experience.
Meta description95 chars
H1 heading Found 1/2
Structured data Missing

Crawl & AI files

robots.txt Missing
sitemap.xml Missing
llms.txt (AI) Missing
Response time220ms

Pages we checked

/
Cleanroom | Build with AI. Keep the experience.
Read
/terminal
Cleanroom | Build with AI. Keep the experience.
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 I won't give up on either AI or being a developer · Grade D · 48/100
Done-for-you — €199 Walk me through the 7 fixes - free