Tsoden
Public audit for narilabs.com

What we found

Nari Qwen3-TTS and Qwen3-ASR is 1 fix away from more API signups and enterprise trials.

Most of your page does its job. What is missing: AI assistants have nothing to read. That is a text change, not a redesign.

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.

1 fixable leak

The prioritized plan to fix the leak above and win more API signups and enterprise trials is below — free, nothing to unlock.

Walk me through the 1 fix - free 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 time812msUnder the 2.5s target
Checks verified12/131 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 Nari Qwen3-TTS and Qwen3-ASR's live site.

28 pass 6 warn 6 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 — 28Needs fixing — 6Couldn’t read — 6
See the numbers
StateCountShare
On your page2870%
Missing615%
Couldn’t read615%

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 79
Reasons to believe you 85
Can people find you 100
Can AI assistants read it 67
Speed on a phone 33
A safe, trusted connection 54
See the numbers
Part of your pageScoreHow that reads
Can they take the next step79/100strong
Reasons to believe you85/100strong
Can people find you100/100strong
Can AI assistants read it67/100close
Speed on a phone33/100needs work
A safe, trusted connection54/100close

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

AI assistants have nothing to read

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

What we read on your page

What a customer finds — and doesn’t

8 of the 8 things we could check are already on your page. Your page already has 8 of the 8 things a customer looks for. You don't need a redesign — just the few that are missing.

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 signups and enterprise trials — 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.

Already on your page

  • A headline that says what you do — found: “Multimodal inference at the speed of light”
  • An obvious button that starts the thing — found: “Get Started”
  • Reviews or proof from real customers — we found “Review”, which points at it, but no actual review or rating on the page we read (on /product/model-apis)
  • A concrete number, not an adjective — found: “100+”
  • Something that removes the risk of trying you — found: “refund” (on /pricing)
  • A price, or at least a from-figure — found: “$50”
  • An easy way to get in touch — found: “Contact Us”
  • Answers to the questions people ask before buying — we found “FAQ”, which points at it, but no actual list of answers on the page we read (on /pricing)

What to add, in order of impact

  • All readable selling elements were detected. Test and sharpen the existing copy.

Deliverable

The full write-up

The full work-up for Nari Qwen3-TTS and Qwen3-ASR — every fix, with copy and code ready to paste.

Complete fix plan (every issue, step by step)

1. 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.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
Nari Labs — Fastest Multimodal Inference APIs
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Deploy production-ready TTS, ASR & multimodal AI with 50ms latency and 10x cost savings. Try our free public betas now.
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Multimodal Inference APIs Built for Production Speed & Scale

— or one of these —
- Ship TTS and ASR APIs 10x Faster and Cheaper Than ElevenLabs or Deepgram
- Optimized Multimodal Inference: 50ms TTS, 40ms STT, Zero Infrastructure Overhead
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
Try Free Beta
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": "Nari Qwen3-TTS and Qwen3-ASR",
  "url": "https://narilabs.com/",
  "description": "Nari Labs provides low-latency, cost-optimized multimodal inference APIs for text-to-speech (Qwen3-TTS) and automatic speech recognition (Qwen3-ASR), plus enterprise model deployment and fine-tuning…",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Optimized Model APIs (TTS & ASR)"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Dedicated Enterprise Inference Hosting"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Multimodal Model Fine-Tuning"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Bring-Your-Own-Model Deployment & Optimization"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Realtime Streaming Speech API Infrastructure"
      }
    }
  ]
}
</script>
llms.txt (for AI answer engines)
Where to paste: Create a plain text file at narilabs.com/llms.txt with this content.
# Nari Qwen3-TTS and Qwen3-ASR

> Deploy production-ready TTS, ASR & multimodal AI with 50ms latency and 10x cost savings. Try our free public betas now.

## Services
- Optimized Model APIs (TTS & ASR)
- Dedicated Enterprise Inference Hosting
- Multimodal Model Fine-Tuning
- Bring-Your-Own-Model Deployment & Optimization
- Realtime Streaming Speech API Infrastructure

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

Page-by-page findings

PageWhat to fix
/looks healthy
/product/traininglooks healthy
/pricinglooks healthy
/aboutlooks healthy
/product/model-apislooks healthy
Walk me through the 1 fix - 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

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

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 try the free public beta APIs. Missing signals make the offer harder to understand and easier to ignore.

Packages

Turn this into more API signups and enterprise trials

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 Nari Qwen3-TTS and Qwen3-ASR — 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 Nari Qwen3-TTS and Qwen3-ASR — 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 Nari Qwen3-TTS and Qwen3-ASR + 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 5 pages; “couldn’t verify” means a signal needs JavaScript to read and we won’t guess.

What we read

TitleNari Labs — Multimodal Inference at the Speed of Light
Meta description158 chars
H1 heading Found 5/5
Structured data Found

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Missing
Response time812ms

Pages we checked

/
Nari Labs — Multimodal Inference at the Speed of Light
Read
/product/training
Multimodal Model Fine-Tuning — Nari Labs
Read
/pricing
Model APIs Pricing — Nari Labs
Read
/about
About | Nari Labs
Read
/product/model-apis
Optimized Multimodal Model APIs — Nari Labs
Read

Questions about anything in here? Reply to the email, or reach us directly — we answer the same day.

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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 21 Sept 2026 — we re-run it fresh before we touch anything Nari Qwen3-TTS and Qwen3-ASR · Grade A · 92/100
Done-for-you — €199 Walk me through the 1 fix - free