Tsoden
Public audit for costperprompt.com

Fast revenue-leak triage

CostPerPrompt – Live AI API pricing and real is 3 fixes away from more API subscriptions.

The site is usable but probably leaking qualified visitors because important buyer and machine-readable signals are incomplete.

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.

3 fixable leaks5/8 selling signals live10/13 checks passed

The complete, prioritized plan to fix all 3 leaks above and win more API subscriptions — written for CostPerPrompt – Live AI API pricing and real, delivered instantly.

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 time423msUnder the 2.5s target
Checks verified10/133 need fixing

Diagnostics

Full technical analysis

36 checks across six areas — search visibility, AI & answer engines, performance, security, conversion and trust — each measured against CostPerPrompt – Live AI API pricing and real's live site.

22 pass 5 warn 9 fail

Findability

10/11 pass · 85/100
Page title
58 chars
Pass
Meta description
163 chars
Warning
Single H1 heading
present (5/5 pages)
Pass
Heading structure (H1–H3)
H1:1 H2:3 H3:0
Pass
Canonical tag
present
Pass
Indexable by search
indexable
Pass
Mobile viewport
set
Pass
Language declared
en
Pass
Image alt text
no images
Pass
Content depth
2,417 words
Pass
XML sitemap
missing
Issue
robots.txt
found
Pass

AI & Answer Engines

2/5 pass · 44/100
Structured data (Schema.org)
website
Pass
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

3/4 pass · 67/100
Server response time
423 ms
Pass
HTML page weight
178.3 KB
Warning
Compression (gzip/brotli)
enabled
Pass
Render-blocking scripts
2 blocking / 6 scripts
Issue
Browser caching
cache-control set
Pass

Security

3/3 pass · 62/100
HTTPS / SSL
enabled
Pass
HSTS
missing
Warning
Content-Security-Policy
missing
Warning
X-Content-Type-Options
nosniff
Pass
Clickjacking protection
missing
Warning
No mixed content
clean
Pass

Conversion

3/4 pass · 73/100
Clear value proposition
found: “Live AI API pricing”
Pass
Primary call-to-action
not found
Issue
Easy contact / booking
found: “form field on page”
Pass
Visible pricing signal
found: “Pricing”
Pass

Trust

1/4 pass · 14/100
Social proof
not found
Issue
Risk reversal
not found
Issue
Legal / privacy pages
privacy + terms
Pass
Analytics installed
none detected
Issue

Priorities

Top Leaks To Fix 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

Direct conversion CTA

Make the call-to-action for starting a free trial more prominent and compelling.

02

AI-readable llms.txt

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

03

Sitemap present

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

Conversion evidence

How The Page Sells

5 of 8 of the buying-decision signals we could verify are on your site today. The page shows 5 of 8 buying-decision elements. Adding the missing ones is the most direct way to convert more of the visitors you already get.

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 API subscriptions — 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.

Selling well (detected, with proof)

  • Clear value proposition (headline) — found: “Live AI API pricing”
  • Specific, quantified result — found: “232 m”
  • Visible pricing / 'starting at' anchor — found: “Pricing”
  • Easy lead-capture path — found: “form field on page”
  • Objection handling (FAQ) — found: “Frequently asked questions” (on /gpu-rental-pricing)

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.

Deliverable

Your complete fix pack is ready

We've already done the full work-up for CostPerPrompt – Live AI API pricing and real — 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

Make the call-to-action for starting a free trial more prominent and compelling.

  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. 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.

3. 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.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
CostPerPrompt — AI Model Pricing & Calculators
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Discover live pricing for 232+ AI models and calculate your costs effortlessly. Start optimizing your API budget today!
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Real-Time AI API Pricing & Cost Calculators

— or one of these —
- Accurate AI Model Pricing at Your Fingertips
- Instant Cost Calculators for AI APIs
Primary CTA button
Where to paste: Use as the main button above the fold; repeat it after your proof/services section.
Get Started Now
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": "CostPerPrompt – Live AI API pricing and real",
  "url": "https://costperprompt.com/",
  "description": "CostPerPrompt provides live pricing and calculators for over 232 AI models.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Live pricing for 232+ AI models"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Real-world cost calculators for chatbots"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "API budget estimators"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Token usage calculators"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Comprehensive GPU pricing insights"
      }
    }
  ]
}
</script>
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at costperprompt.com/llms.txt with this content.
# CostPerPrompt – Live AI API pricing and real

> Discover live pricing for 232+ AI models and calculate your costs effortlessly. Start optimizing your API budget today!

## Services
- Live pricing for 232+ AI models
- Real-world cost calculators for chatbots
- API budget estimators
- Token usage calculators
- Comprehensive GPU pricing insights

## Links
- https://costperprompt.com/

Page-by-page findings

PageWhat to fix
/looks healthy
/gpu-rental-pricinglooks healthy
/image-api-pricinglooks healthy
/aboutlooks healthy
/contactlooks healthy

Action order

48-Hour Fix Plan

  • Make the call-to-action for starting a free trial more prominent and compelling.
  • Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.
  • Publish /sitemap.xml and submit it to search engines.

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 start a free trial. Missing signals make the offer harder to understand and easier to ignore.

Packages

Turn this into more API subscriptions

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 CostPerPrompt – Live AI API pricing and real — 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 CostPerPrompt – Live AI API pricing and real — 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 CostPerPrompt – Live AI API pricing and real + 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 5 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleCostPerPrompt — Live AI API Pricing & LLM Cost Calculators
Meta description163 chars
H1 heading Found 5/5
Structured data Found

Crawl & AI files

robots.txt Found
sitemap.xml Missing
llms.txt (AI) Missing
Response time423ms

Pages we checked

/
CostPerPrompt — Live AI API Pricing & LLM Cost Calculators
Read
/gpu-rental-pricing
GPU Rental Pricing — H100, A100, RTX 4090 Compared + Cost Calculator
Read
/image-api-pricing
AI Image Generation API Pricing — Cost per Image Compared (2026)
Read
/about
About CostPerPrompt
Read
/contact
Contact — CostPerPrompt
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

This audit is from 2 Aug 2026 — we re-run it fresh when you order CostPerPrompt – Live AI API pricing and real · Grade B · 70/100