How Does the SIO Score Work?
Our AI analyzes your product across multiple dimensions to give you a single, actionable score. Here's what goes into it — and what doesn't.
What We Measure
Five key areas that determine your visibility in the AI era
We analyze:
- How unique your message is
- Whether you sound like everyone else
- Clarity of your value proposition
- How well you explain what you do
We check:
- Presence in ChatGPT responses
- Mentions in Claude answers
- Visibility in Perplexity results
- Overall AI recommendation rate
We measure:
- Time to understand your homepage
- Message consistency across pages
- How well you explain the problem you solve
- Strength of your call-to-action
We look at:
- Customer reviews and ratings
- Social proof and testimonials
- Media mentions and coverage
- Community engagement signals
We verify:
- Founder background and credibility
- Team composition and expertise
- Funding and investment signals
- Product development milestones
- Customer validation and case studies
What We Don't Measure
These factors don't affect your score
The Process
Three simple steps to your score
Enter Your Product URL
We'll analyze your public website — no login required. Our AI scans your landing page, messaging, and positioning.
Answer 10 Quick Questions
Tell us about your challenges, team, and goals. This helps us contextualize your score and provide relevant recommendations.
Get Your Score + Action Plan
Receive your SIO score (0-100) with specific, prioritized recommendations to improve your AI visibility and positioning.
Understanding Your Score
What your number means
The score is an estimate, not a guarantee. Our AI analyzes patterns across thousands of products, but it's not perfect. It might score you higher or lower than a human expert would.
We analyze what's public. If your best content is behind a login or in a demo, we can't see it. Your score reflects your public-facing presence only.
AI models change. As AI chatbots update their algorithms, your visibility may change. We update our scoring regularly to reflect these changes.
The score is a starting point, not the final word. Use it to identify weaknesses and track improvement — but don't treat it as absolute truth.
Why Trust This Score?
We're transparent about our limitations
No Pay-to-Play
Your score can't be bought. We don't offer "score improvement" services that would create a conflict of interest.
Same Algorithm for Everyone
Every product is scored using the same criteria. No special treatment, no hidden factors.
We Admit When We're Wrong
If our AI makes a mistake, we'll tell you. Transparency builds trust — perfect scores don't.
Ready to See Your Score?
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