Vision - Pinsero.ai

How does it work?

1

Enter URL

Paste your website address — we analyze publicly available content, no login required.

2

AI analyzes

Pinsero scans your website content, context and contextual signals in real time.

3

You get a report

See specific results and prioritized recommendations in 30-60 seconds.

What does the Vision AI content audit reveal?

A view of your content through the lens of AI assistants — how ChatGPT and Claude perceive it, not just Google.

Topic and subtopics

AI recognizes what the page is really about — not just from the title, but from the whole content. You see whether the message matches the intent.
Target audience

Who is the content written for — laymen, professionals, technicians? AI can tell from the language and depth of explanation.
Tone of voice

Formal, casual, expert, friendly? Consistent tone across the site = stronger brand identity.
Trust signals (4 types)

Author listed? Publication date? Signs of expertise? Source citations? Critical for Google E-E-A-T and AI trust.
Clarity score (0-100)

A measurable value — how clearly the content communicates intent. High score = AI will recommend you.
Actionable recommendations

2-5 specific edits with priorities (high/medium/low). No generic advice, all tailored to your content.

Who is Vision for?

For anyone who creates content and wants search engines and AI to love it.

Content marketers

Article audit before publication — clear structure, trust signals
SEO specialists

On-page audit from an E-E-A-T (Experience, Expertise, Authority, Trust) perspective
Web agencies

Client content audit — what to improve for better performance
PR & brand managers

Tone of voice consistency across corporate pages
E-commerce teams

Optimization of product and category pages

How much does the Vision audit cost?

4 credits = 12 Kč

per scan

✓ No registration 3× free per day (teaser)
✓ 20 credits bonus after registration

Buy credits → Try for free

Try it free on pinsero.ai

Click and see what AI says about our own page.

FAQ about the Vision audit

What does AI see on my page?

Pinsero uses GPT-4o-mini, which analyzes the page as if a ChatGPT user were reading it. It sees content, structure, tone, authority — and returns measurable metrics.

Does it work for e-shops / product pages?

Yes, actually it is ideal. AI recognizes whether a product description is specific (good) or generic (bad), whether it has trust signals, and recommends concrete improvements.

What about JavaScript SPA pages (React, Vue)?

Pinsero reads the HTML content returned by the server. If your SPA does server-side rendering (SSR) or pre-rendering, everything works. A pure client-side SPA without SSR = AI does not see the content (same as Google bot).

How long does the scan take?

Typically 5-15 seconds — depends on page size. OpenAI gpt-4o-mini is fast.

Can I scan a private site (behind login)?

No, Pinsero analyzes publicly available content. Auditing private pages would require authentication — we plan that for the Agency plan in the future.