Tsoden
Public audit for ai-eng-design-production.up.railway.app

What we found

I am vibe coding a drone is 8 fixes away from more trial signups.

8 things a visitor needs are missing. The ones costing you the most: no obvious button to start, Search engines can’t tell what you sell and no price anywhere on the page, plus 5 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.

8 fixable leaks

The prioritized plan to fix all 8 leaks above and win more trial signups is below — free, nothing to unlock.

Walk me through the 8 fixes - free See what's leaking ↓

What buyers and AI/search engines see right now

Pages checked11 read in full
How we read itRead as crawlers doSame view buyers & bots get
Response time416msUnder the 2.5s target
Checks verified4/139 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 am vibe coding a drone's live site.

16 pass 3 warn 21 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 — 16Needs fixing — 21Couldn’t read — 3
See the numbers
StateCountShare
On your page1640%
Missing2153%
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 8
Can people find you 54
Can AI assistants read it 0
Speed on a phone 56
A safe, trusted connection 85
See the numbers
Part of your pageScoreHow that reads
Can they take the next step43/100needs work
Reasons to believe you8/100needs work
Can people find you54/100close
Can AI assistants read it0/100needs work
Speed on a phone56/100close
A safe, trusted connection85/100strong

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

No obvious button to start

Replace 'Sign in as owner →' with a prominent, primary button labeled 'Start coding hardware →' that initiates an instant authenticated session (no form, no email required).

02

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.

03

No price anywhere on the page

Add a subtle, unobtrusive badge next to the CTA: 'Free tier • No credit card'

04

AI assistants have nothing to read

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

05

Your page title doesn’t say what you do

Replace 'Come in · Forge' with 'Forge: Engineering-as-Code Platform for Hardware Teams'

06

Nothing describes you in search results

Forge turns hardware engineering workflows into versioned, testable, deployable code — sign in instantly to prototype, simulate, and deploy firmware and HDL with Git-native tooling.

07

Shared links look broken

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

08

Search engines have no map of your site

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

What we read on your page

What a customer finds — and doesn’t

2 of the 8 things we could check are already on your page. We found only 2 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 trial signups — 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: “Here’s how I vibe code hardware.” (on /login)
  • An easy way to get in touch — found: “form field on page” (on /login)

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.
  • 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 am vibe coding a drone — every fix, with copy and code ready to paste.

Complete fix plan (every issue, step by step)

1. No obvious button to start

Replace 'Sign in as owner →' with a prominent, primary button labeled 'Start coding hardware →' that initiates an instant authenticated session (no form, no email required).

  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. 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).

3. No price anywhere on the page

Add a subtle, unobtrusive badge next to the CTA: 'Free tier • No credit card'

  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.

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. Your page title doesn’t say what you do

Replace 'Come in · Forge' with 'Forge: Engineering-as-Code Platform for Hardware Teams'

  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.

6. Nothing describes you in search results

Forge turns hardware engineering workflows into versioned, testable, deployable code — sign in instantly to prototype, simulate, and deploy firmware and HDL with Git-native tooling.

  1. Write a 140–155 character description that states the offer and the next step.
  2. Lead with the benefit, end with a soft call to action.
  3. Include the term a buyer would search so the snippet matches their query.

7. 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.

8. 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.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
Forge: Code Hardware Like Software
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Forge is a SaaS platform that lets hardware engineers define, version, and deploy physical systems as code — faster iteration, zero manual config, start now.
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Code Hardware. Deploy Circuits. Ship Faster.

— or one of these —
- Hardware Engineering, Automated & Versioned
- Write, Test, and Deploy Physical Systems in Code
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
Continue as Guest
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 am vibe coding a drone",
  "url": "https://ai-eng-design-production.up.railway.app/login",
  "description": "Forge is a cloud-based SaaS tool for defining, simulating, and provisioning electronic hardware systems using declarative code.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Hardware-as-Code (HaaC) configuration engine"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Real-time circuit simulation and validation"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Cloud-based PCB and firmware deployment pipelines"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Role-based access control for engineering teams"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Git-integrated hardware versioning and diffing"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Read-only guest mode for instant hardware documentation sharing"
      }
    }
  ]
}
</script>
robots.txt
Where to paste: Create a plain text file at ai-eng-design-production.up.railway.app/robots.txt with this content.
User-agent: *
Allow: /
Sitemap: https://ai-eng-design-production.up.railway.app/login/sitemap.xml
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at ai-eng-design-production.up.railway.app/llms.txt with this content.
# I am vibe coding a drone

> Forge is a SaaS platform that lets hardware engineers define, version, and deploy physical systems as code — faster iteration, zero manual config, start now.

## Services
- Hardware-as-Code (HaaC) configuration engine
- Real-time circuit simulation and validation
- Cloud-based PCB and firmware deployment pipelines
- Role-based access control for engineering teams
- Git-integrated hardware versioning and diffing
- Read-only guest mode for instant hardware documentation sharing

## Links
- https://ai-eng-design-production.up.railway.app/login

Page-by-page findings

PageWhat to fix
/loginlooks healthy
Walk me through the 8 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 'Sign in as owner →' with a prominent, primary button labeled 'Start coding hardware →' that initiates an instant authenticated session (no form, no email required).
  • Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
  • Add a subtle, unobtrusive badge next to the CTA: 'Free tier • No credit card'
  • Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.
  • Replace 'Come in · Forge' with 'Forge: Engineering-as-Code Platform for Hardware Teams'

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 sign in as owner to start using the tool. 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 am vibe coding a drone — 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 am vibe coding a drone — 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 am vibe coding a drone + 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 1 page; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleCome in · Forge
Meta description0 chars
H1 heading Found 1/1
Structured data Missing

Crawl & AI files

robots.txt Missing
sitemap.xml Missing
llms.txt (AI) Missing
Response time416ms

Pages we checked

/login
Come in · Forge
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 20 Sept 2026 — we re-run it fresh before we touch anything I am vibe coding a drone · Grade F · 29/100
Done-for-you — €199 Walk me through the 8 fixes - free