Tsoden
Public audit for isaidumber.today

Fast revenue-leak triage

Is AI Dumber Today? An index of AI model experience from user's opinion is 6 fixes away from more user feedback.

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.

6 fixable leaks

The complete, prioritized plan to fix all 6 leaks above and win more user feedback — written for Is AI Dumber Today? An index of AI model experience from user's opinion, 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 time945msUnder the 2.5s target
Checks verified7/136 need fixing

Diagnostics

Full technical analysis

36 checks across six areas — search visibility, AI & answer engines, performance, security, conversion and trust — each measured against Is AI Dumber Today? An index of AI model experience from user's opinion's live site.

24 pass 5 warn 7 fail
Findability 81/100 good
AI & Answer Engines 33/100 critical
Performance 44/100 critical
Security 85/100 good
Conversion 73/100 needs work
Trust 29/100 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

Add a more prominent call-to-action for users to submit their AI experiences.

02

Structured data

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

03

AI-readable llms.txt

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

04

Trust/legal signals

Add the trust signals users look for — reviews, real cases or testimonials, credentials, and a privacy page.

05

Clear page title

Make the page title more descriptive to reflect the community-driven AI experience.

06

Meta description

Revise the meta description to better capture the essence of real-time AI feedback.

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 user feedback — 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: “Who's dumber today — and who's not”
  • Specific, quantified result — found: “44 M”
  • Risk reversal (trial / guarantee / no card) — found: “14-day” (on /methodology)
  • Visible pricing / 'starting at' anchor — found: “plans” (on /recommendations)
  • Easy lead-capture path — found: “form field on page”

Highest-impact additions to sell more

  • Action-oriented primary CTA — Your visible link text is passive (found: "Submit"). Replace it with an action CTA like "Start free" or "Book a demo".
  • Social proof (testimonial / customers / rating) — Add a testimonial, customer logo, star rating, or an 'N customers' proof point near the top.
  • 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 Is AI Dumber Today? An index of AI model experience from user's opinion — 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

Add a more prominent call-to-action for users to submit their AI experiences.

  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. Structured data

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. 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.

4. Trust/legal signals

Add the trust signals users look for — reviews, real cases or testimonials, credentials, and a privacy page.

  1. Add 2–3 real testimonials or case results with names/logos near the CTA.
  2. Link a privacy policy and terms page in the footer.
  3. Show any credentials, guarantees, security or compliance badges you hold.

5. Clear page title

Make the page title more descriptive to reflect the community-driven AI experience.

  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. Meta description

Revise the meta description to better capture the essence of real-time AI feedback.

  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.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
Is AI Dumber Today? Track Community Insights
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Join our community to track AI performance daily. Share your experiences and discover what's working best right now!
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Track AI Intelligence: Who's Dumber Today?

— or one of these —
- Discover Today's AI Performance
- Community Insights on AI Intelligence
Primary CTA button
Where to paste: Use as the main button above the fold; repeat it after your proof/services section.
Share Your Experience
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": "Is AI Dumber Today? An index of AI model experience from user's opinion",
  "url": "https://isaidumber.today/",
  "description": "A community-driven platform for tracking AI performance and user experiences.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Hourly AI performance tracking"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Community feedback collection"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Comparison of AI models"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Real-time updates on AI experiences"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "User-driven ratings and reviews"
      }
    }
  ]
}
</script>
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at isaidumber.today/llms.txt with this content.
# Is AI Dumber Today? An index of AI model experience from user's opinion

> Join our community to track AI performance daily. Share your experiences and discover what's working best right now!

## Services
- Hourly AI performance tracking
- Community feedback collection
- Comparison of AI models
- Real-time updates on AI experiences
- User-driven ratings and reviews

## Links
- https://isaidumber.today/

Page-by-page findings

PageWhat to fix
/looks healthy
/methodologylooks healthy
/recommendationslooks healthy
/zhlooks healthy
/frlooks healthy

Action order

48-Hour Fix Plan

  • Add a more prominent call-to-action for users to submit their AI experiences.
  • Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
  • Publish /llms.txt with a concise machine-readable product summary, audience, pricing, and docs links.
  • Add the trust signals users look for — reviews, real cases or testimonials, credentials, and a privacy page.
  • Make the page title more descriptive to reflect the community-driven AI experience.

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 submit feedback. Missing signals make the offer harder to understand and easier to ignore.

Packages

Turn this into more user feedback

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 Is AI Dumber Today? An index of AI model experience from user's opinion — 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 Is AI Dumber Today? An index of AI model experience from user's opinion — 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 Is AI Dumber Today? An index of AI model experience from user's opinion + 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

TitleIs AI Dumber Today?
Meta description47 chars
H1 heading Found 5/5
Structured data Missing

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Missing
Response time945ms

Pages we checked

/
Is AI Dumber Today?
Read
/methodology
Methodology — Is AI Dumber Today?
Read
/recommendations
Model recommendations — Is AI Dumber Today?
Read
/zh
今天AI降智了吗
Read
/fr
Is AI Dumber Today?
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 14 Aug 2026 — we re-run it fresh when you order Is AI Dumber Today? An index of AI model experience from user's opinion · Grade D · 43/100
Done-for-you — €199 Book a free 30-min call