Tsoden
Public audit for tokenlab.sh

Fast revenue-leak triage

TokenLab MCP, model discovery, pricing, and native AI endpoint tools is 3 fixes away from more trial signups.

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 leaks

The complete, prioritized plan to fix all 3 leaks above and win more trial signups — written for TokenLab MCP, model discovery, pricing, and native AI endpoint tools, delivered instantly.

Book a free 30-min call 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 time3801msSlower than 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 TokenLab MCP, model discovery, pricing, and native AI endpoint tools's live site.

27 pass 1 warn 8 fail
Findability 100/100 good
AI & Answer Engines 78/100 needs work
Performance 33/100 critical
Security 100/100 good
Conversion 55/100 needs work
Trust 14/100 critical

Priorities

Top Leaks To Fix First

Ranked by revenue impact. Each one is something users — 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

Put a clear "Start free trial" button above the fold so a visitor can start a free trial in one tap.

02

Pricing or buying signal

Show pricing or a "from…" anchor so users can self-qualify before they reach out.

03

Fast initial response

Speed up the homepage — most users arrive on a phone, and a slow first load loses them before the page shows.

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 trial signups — 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: “一个 key，让应用和智能体调用主流 AI 模型。” (on /zh)
  • Specific, quantified result — found: “70%” (on /zh)
  • Easy lead-capture path — found: “form field on page” (on /zh)

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.
  • Visible pricing / 'starting at' anchor — Show pricing or a 'starting at' anchor so buyers can self-qualify without emailing.
  • 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 TokenLab MCP, model discovery, pricing, and native AI endpoint tools — 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

Put a clear "Start free trial" button above the fold so a visitor can start a free trial in one tap.

  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. Pricing or buying signal

Show pricing or a "from…" anchor so users can self-qualify before they reach out.

  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. Fast initial response

Speed up the homepage — most users arrive on a phone, and a slow first load loses them before the page shows.

  1. Compress and lazy-load images; serve modern formats (WebP/AVIF).
  2. Put the site behind a CDN and enable caching of static assets.
  3. Defer non-critical JavaScript so the first screen paints fast.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
TokenLab | 轻松调用主流 AI 模型
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
通过 TokenLab 的 API，轻松调用 GPT、Claude 等主流 AI 模型，实时更新，价格透明，立即注册体验。
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
通过一个 API，轻松调用主流 AI 模型。

— or one of these —
- 一站式接入主流 AI 模型
- 实时更新的 AI 模型调用
Primary CTA button
Where to paste: Use as the main button above the fold; repeat it after your proof/services section.
立即注册
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": "TokenLab MCP, model discovery, pricing, and native AI endpoint tools",
  "url": "https://tokenlab.sh/zh",
  "description": "TokenLab 提供一个 API，帮助应用和智能体调用主流 AI 模型，支持多种接入方式。",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "原生 API 调用"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "OpenAI 兼容端点"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "MCP 接入服务"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "实时模型目录更新"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "价格透明查询"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "自动线路切换"
      }
    }
  ]
}
</script>

Page-by-page findings

PageWhat to fix
/zhlooks healthy
/zh/contactlooks healthy
/statusno H1 heading
/zhlooks healthy
/toslooks healthy

Action order

48-Hour Fix Plan

  • Put a clear "Start free trial" button above the fold so a visitor can start a free trial in one tap.
  • Show pricing or a "from…" anchor so users can self-qualify before they reach out.
  • Speed up the homepage — most users arrive on a phone, and a slow first load loses them before the page shows.

Why it matters

The fastest users 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 trial signups

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 TokenLab MCP, model discovery, pricing, and native AI endpoint tools — 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 TokenLab MCP, model discovery, pricing, and native AI endpoint tools — 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 TokenLab MCP, model discovery, pricing, and native AI endpoint tools + 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

TitleTokenLab | 一个 key，让应用和智能体调用主流 AI 模型。
Meta description83 chars
H1 heading Found 4/5
Structured data Found

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Found
Response time3801ms

Pages we checked

/zh
TokenLab | 一个 key，让应用和智能体调用主流 AI 模型。
Read
/zh/contact
联系 TokenLab
Read
/status
TokenLab 状态
Read
/zh
TokenLab | 一个 key，让应用和智能体调用主流 AI 模型。
Read
/tos
TokenLab 服务条款 | TokenLab
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

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 16 Aug 2026 — we re-run it fresh when you order TokenLab MCP, model discovery, pricing, and native AI endpoint tools · Grade C · 68/100
Done-for-you — €199 Book a free 30-min call