Fast revenue-leak triage

www.modelbias.ai is 5 fixes away from more data downloads.

The site is likely invisible or ambiguous to buyers and AI/search systems. The fastest wins are clearer offer framing, schema, CTA, pricing, and trust signals.

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 leaks5/8 selling signals live8/13 checks passed

The complete, prioritized plan to fix all 5 leaks above and win more data downloads — written for www.modelbias.ai, 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 time1309msUnder the 2.5s target

Checks verified8/135 need fixing

Diagnostics

Full technical analysis

36 checks across six areas — search visibility, AI & answer engines, performance, security, conversion and trust — each measured against www.modelbias.ai's live site.

25 pass 5 warn 6 fail

Findability

11/11 pass · 92/100

Page title

50 chars

Pass

Meta description

67 chars

Warning

Single H1 heading

present (5/5 pages)

Pass

Heading structure (H1–H3)

H1:1 H2:7 H3:3

Pass

Canonical tag

present

Pass

Indexable by search

indexable

Pass

Mobile viewport

set

Pass

Language declared

Pass

Image alt text

0/117 missing alt

Pass

Content depth

1,784 words

Pass

XML sitemap

found

Pass

robots.txt

found

Pass

AI & Answer Engines

2/5 pass · 33/100

Structured data (Schema.org)

none

Issue

FAQ / Q&A schema

missing

Issue

Open Graph (social preview)

4/4 tags

Pass

Twitter / X card

present

Pass

llms.txt (AI summary)

missing

Issue

Performance

2/3 pass · 33/100

Server response time

1,309 ms

Warning

HTML page weight

291 KB

Warning

Compression (gzip/brotli)

enabled

Pass

Render-blocking scripts

1 blocking / 5 scripts

Issue

Browser caching

cache-control set

Pass

Security

4/4 pass · 69/100

HTTPS / SSL

enabled

Pass

HSTS

missing

Warning

Content-Security-Policy

missing

Warning

X-Content-Type-Options

nosniff

Pass

Clickjacking protection

protected

Pass

No mixed content

clean

Pass

Conversion

2/4 pass · 45/100

Clear value proposition

found: “What's AI's go-to superpower ⁠?”

Pass

Primary call-to-action

not found

Issue

Easy contact / booking

not found

Issue

Visible pricing signal

found: “plan”

Pass

Trust

4/4 pass · 100/100

Social proof

found: “used by”

Pass

Risk reversal

found: “guarantee”

Pass

Legal / privacy pages

not found at /privacy /terms

Pass

Analytics installed

detected

Pass

Priorities

Top Leaks To Fix First

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

Direct conversion CTA

Add a prominent call-to-action that encourages immediate data downloads.

Structured data

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

Contact or booking path

Simplify the navigation to make it easier for users to find and download data.

AI-readable llms.txt

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

Meta description

Revise the meta description to better capture the essence of comparing AI model biases.

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 data downloads — 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: “What's AI's go-to superpower ⁠?”
Social proof (testimonial / customers / rating) — found: “used by” (on /consensus-bench)
Specific, quantified result — found: “3 K”
Risk reversal (trial / guarantee / no card) — found: “guarantee”
Visible pricing / 'starting at' anchor — found: “plan”

Highest-impact additions to sell more

Action-oriented primary CTA — Your visible link text is passive (found: "Explore"). Replace it with an action CTA like "Start free" or "Book a demo".
Easy lead-capture path — Give an easy capture path: short form, booking link, or contact route from the first screen.
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 www.modelbias.ai — every fix written out, with copy and code ready to paste. Here's what's inside:

Step-by-step fix plan for all 5 issues we found
Ready-to-paste meta description, H1 and CTA written for your business
JSON-LD schema generated for your site (copy-paste)
Page-by-page breakdown of all 5 pages we checked
Prioritised 48-hour action order — what to do first for the biggest gain
llms.txt + robots.txt starter files for AI/search visibility

Complete fix plan (every issue, step by step)

1. Direct conversion CTA

Add a prominent call-to-action that encourages immediate data downloads.

Place one primary button above the fold with action text (e.g. the suggested CTA below).
Repeat the same CTA after the proof section and in the footer.
Make the button visually dominant — one accent colour used only for the primary action.

2. Structured data

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

Add JSON-LD using the schema snippet below, edited with your real details.
Validate it in Google's Rich Results Test before publishing.
Keep it in sync with the on-page facts (name, address, phone, offers).

3. Contact or booking path

Simplify the navigation to make it easier for users to find and download data.

Add a visible booking link, short form, or tap-to-call number on the first screen.
Keep the form to 3 fields max; every extra field drops completion.
Confirm submissions with a clear success state, not a silent reload.

4. AI-readable llms.txt

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

Publish /llms.txt with a plain-text product summary, audience, pricing and key links.
Keep it concise — answer engines reward clear, factual structure.
Update it when your offer or pricing changes.

5. Meta description

Revise the meta description to better capture the essence of comparing AI model biases.

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

Done-for-you assets — copy & paste

SEO title

Where to paste: Replace the <title> tag inside your page <head>.

Uncover AI Model Biases with ModelBias.ai

Meta description

Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).

Explore biases in 100 AI models to make informed decisions. Start comparing now!

H1 — main page heading

Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).

Discover Hidden Biases in AI Models

— or one of these —
- Analyze AI Model Biases Effortlessly
- Understand AI's Decision-Making Flaws

Primary CTA button

Where to paste: Use as the main button above the fold; repeat it after your proof/services section.

Start Exploring

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": "www.modelbias.ai",
  "url": "https://www.modelbias.ai/",
  "description": "ModelBias.ai allows users to compare biases across 100 AI models through simple questions.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "In-depth analysis of AI model biases"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Access to 30,000 AI-generated responses"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Interactive exploration of AI prompts"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Data download for further research"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "User-friendly interface for model comparison"
      }
    }
  ]
}
</script>

llms.txt (for AI answer engines)

Where to paste: Create a plain text file at www.modelbias.ai/llms.txt with this content.

# www.modelbias.ai

> Explore biases in 100 AI models to make informed decisions. Start comparing now!

## Services
- In-depth analysis of AI model biases
- Access to 30,000 AI-generated responses
- Interactive exploration of AI prompts
- Data download for further research
- User-friendly interface for model comparison

## Links
- https://www.modelbias.ai/

Page-by-page findings

Page	What to fix
/	looks healthy
/consensus-bench	looks healthy
/pelican-on-a-bicycle-test	looks healthy
/prompt/superpower	looks healthy
/model/anthropic-claude-fable-5	looks healthy

Action order

48-Hour Fix Plan

Add a prominent call-to-action that encourages immediate data downloads.
Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
Simplify the navigation to make it easier for users to find and download data.
Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.
Revise the meta description to better capture the essence of comparing AI model biases.

Why it matters

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

Packages

Turn this into more data downloads

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 www.modelbias.ai — 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 www.modelbias.ai — 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 www.modelbias.ai + 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

Title100 AI models, 100 simple questions – ModelBias.ai

Meta description67 chars

H1 heading Found 5/5

Structured data Missing

Crawl & AI files

robots.txt Found

sitemap.xml Found

llms.txt (AI) Missing

Response time1309ms

Pages we checked

100 AI models, 100 simple questions – ModelBias.ai

Read

/consensus-bench

ConsensusBench – ModelBias.ai

Read

/pelican-on-a-bicycle-test

The Generic "Pelican Riding a Bicycle Benchmark" – 100 AI Models – Mod

Read

/prompt/superpower

Superpower – ModelBias.ai

Read

/model/anthropic-claude-fable-5

Claude Fable 5 answers – ModelBias.ai

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

www.modelbias.ai is 5 fixes away from more data downloads.

Findability

AI & Answer Engines

Performance

Security

Conversion

Trust

Direct conversion CTA

Structured data

Contact or booking path

AI-readable llms.txt

Meta description

Selling well (detected, with proof)

Highest-impact additions to sell more

Complete fix plan (every issue, step by step)

1. Direct conversion CTA

2. Structured data

3. Contact or booking path

4. AI-readable llms.txt

5. Meta description

Done-for-you assets — copy & paste

Page-by-page findings

Unlock the full report for www.modelbias.ai

Why it matters

Turn this into more data downloads

What we read

Crawl & AI files

Pages we checked

Curious how a competitor scores?

Disclaimer