Tsoden
Public audit for www.vlmrun.com

What we found

Run open-weight OCR, VLM and vision models behind one API is 2 fixes away from more trial signups.

Most of your page does its job. What is missing: Search engines can’t tell what you sell and your page title doesn’t say what you do. That is a text change, not a redesign.

Read from 5 live pages · rendered in a real browser · 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.

2 fixable leaks

The complete, prioritized plan to fix all 2 leaks above and win more trial signups — written for Run open-weight OCR, VLM and vision models behind one API, 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 itRendered in a browserSame view buyers & bots get
Response time268msUnder the 2.5s target
Checks verified11/132 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 Run open-weight OCR, VLM and vision models behind one API's live site.

32 pass 4 warn 4 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 — 32Needs fixing — 4Couldn’t read — 4
See the numbers
StateCountShare
On your page3280%
Missing410%
Couldn’t read410%

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 100
Reasons to believe you 100
Can people find you 88
Can AI assistants read it 56
Speed on a phone 67
A safe, trusted connection 69
See the numbers
Part of your pageScoreHow that reads
Can they take the next step100/100strong
Reasons to believe you100/100strong
Can people find you88/100strong
Can AI assistants read it56/100close
Speed on a phone67/100close
A safe, trusted connection69/100close

Priorities

Fix these 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

Search engines can’t tell what you sell

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

02

Your page title doesn’t say what you do

Put what you do (and where) in the page title so your search result wins the click from users.

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 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.

Already on your page

  • A headline that says what you do — found: “The Unified Gateway for Visual Intelligence.”
  • An obvious button that starts the thing — found: “Try for Free”
  • Reviews or proof from real customers — found: “Loved by”
  • A concrete number, not an adjective — found: “8.25%”
  • Something that removes the risk of trying you — found: “Start free” (on /pricing)
  • A price, or at least a from-figure — found: “$18,943.75”
  • An easy way to get in touch — found: “Book a Demo”
  • Answers to the questions people ask before buying — found: “Frequently asked questions”

What to add, in order of impact

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

Deliverable

The full write-up is ready

We've already done the full work-up for Run open-weight OCR, VLM and vision models behind one API — 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. Search engines can’t tell what you sell

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).

2. Your page title doesn’t say what you do

Put what you do (and where) in the page title so your search result wins the click from users.

  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.

Done-for-you assets — copy & paste

SEO title
Where to paste: Replace the <title> tag inside your page <head>.
VLM Run | Visual Intelligence Solutions
Meta description
Where to paste: In <head>, set <meta name="description" content="…"> to this (replace the old one).
Transform images, videos, and documents into actionable insights with Orion. Book a demo today!
H1 — main page heading
Where to paste: Make this the single <h1> at the top of the homepage (real text, not an image).
Unlock Visual Intelligence with Orion

— or one of these —
- Revolutionize Your Visual Data Processing
- Seamless Integration for Visual Intelligence
Primary CTA button
Where to paste: Use as the main button on the first screen; repeat it after your proof/services section.
Book a Demo
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": "Run open-weight OCR, VLM and vision models behind one API",
  "url": "https://www.vlmrun.com/",
  "description": "VLM Run provides a unified API for processing visual data across various modalities.",
  "makesOffer": [
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Document AI for schema-validated JSON conversion"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Video summarization, transcription, and search"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Image captioning, detection, segmentation, and generation"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Robotics training data labeling with physical AI"
      }
    },
    {
      "@type": "Offer",
      "itemOffered": {
        "@type": "Service",
        "name": "Healthcare document processing for clinical paperwork"
      }
    }
  ]
}
</script>

Page-by-page findings

PageWhat to fix
/looks healthy
/pricinglooks healthy
/bloglooks healthy
/doc-ailooks healthy
/policy-viewer/policy.html?policyUUID=ea52e83a-a1da-44ad-8cd4-7bb69329df71no H1 heading

Action order

48-Hour Fix Plan

  • Add structured data (LocalBusiness / Organization schema: address, hours, phone, ratings) so search engines show you with rich results.
  • Put what you do (and where) in the page title so your search result wins the click from users.

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 Run open-weight OCR, VLM and vision models behind one API — 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 Run open-weight OCR, VLM and vision models behind one API — 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 Run open-weight OCR, VLM and vision models behind one API + 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 with a real browser — 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

TitleVLM Run | VLM Run
Meta description103 chars
H1 heading Found 4/5
Structured data Missing

Crawl & AI files

robots.txt Found
sitemap.xml Found
llms.txt (AI) Found
Response time268ms

Pages we checked

/
VLM Run | VLM Run
Read
/pricing
Pricing | VLM Run
Read
/blog
Blog | VLM Run
Read
/doc-ai
Documents | VLM Run
Read
/policy-viewer/policy.html?policyUUID=ea52e83a-a1da-44ad-8cd4-7bb69329df71
Termly Policy Viewer
Rendered

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

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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.

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This audit is from 5 Sept 2026 — we re-run it fresh when you order Run open-weight OCR, VLM and vision models behind one API · Grade B · 82/100
Done-for-you — €199 Book a free 30-min call