Everything about the AI Visibility Score, our 4-dimension methodology, and how pickedby.ai fits your product.
Think of it like a Google Search Console — but for AI. More than a scoreboard: pickedby.ai is a growth coach for the AI recommendation era.
When someone asks ChatGPT, Claude, or Perplexity "what's a good Notion template for budgeting?" — does your product show up?
Most creators have no idea. pickedby.ai gives you two things in 10 seconds:
No signup. No credit card. Completely free.
It's a number from 0 to 100 that tells you how well AI systems "know" your product. It's calculated across 4 dimensions — each worth a different weight.
A score of 100 is the maximum — it means AI knows your product across every dimension. A score of 0 means AI has basically never heard of you.
Example: Figma scores near the max. A brand-new unknown product scores 0.
Two layers working together — covering the 5 major AI engines:
Layer 1 — Real-time web scan across 4 dimensions:
Layer 2 — Direct AI Probe
We query Perplexity and Gemini directly today. Bot coverage for ChatGPT, Claude, and Grok is rolling out (May 2026) via dedicated assistants on each platform — so the Visibility Score reflects how all 5 engines actually answer your category right now.
Yes, 100% free. No account needed.
Just type your product name → hit Check → get your score in ~10 seconds. That's it.
We'll ask for your email at the end if you want to join the AI Visibility Platform early access — founding members get every future feature free first.
We run your product through 4 dimensions that reflect how AI systems actually discover and recommend products:
Total possible: 100 points. On top of this, we directly query Perplexity and Gemini to verify if AI actually recognizes your product. Full details: Methodology →
The Pass Indicator shows your AI visibility tier at a glance — earned based on your score.
Once you reach PERFECT or STRONG, you'll get an embeddable badge to display on your website, Gumroad page, or Etsy store. It tells buyers: "This product is recognized by AI."
Scores below 36 are INVISIBLE — that's where our improvement tips are most useful.
No — and we'll never claim that. AI recommendations are dynamic. No tool can guarantee placement.
What your score does tell you is how visible your product is to AI right now — and whether you have a realistic chance of showing up when customers ask AI for recommendations.
Think of it like SEO: good optimization improves your chances, but doesn't guarantee page 1. Same idea here.
AI learns from what's publicly available on the internet. If your product has a low score, it usually means one of these:
After your scan, we show you specific suggestions tailored to your score. These are your starting points.
Every scan now ships with our Prescription Engine — automated, ranked, and tied to your specific score:
Typical actions you'll see:
llms.txt + schema to your site (Tools tab in Dashboard auto-generates them)Mark each action as Done in your Dashboard — we track the effect on your score over time.
SEO = getting ranked in Google search results (blue links).
AI Visibility = getting mentioned in AI chat answers.
More and more people skip Google entirely and just ask ChatGPT: "What's the best budget spreadsheet template?" — they get one answer, not ten links. If you're not in that answer, you don't exist for that buyer.
SEO and AI Visibility overlap but are different games with different rules. You can rank #1 on Google and still be invisible to AI — and vice versa.
We built this specifically for digital product creators:
If you sell a digital product and want to know if AI is sending you buyers — this is for you.
(Starting with creators. Our roadmap extends to indie SaaS, D2C brands, and every online seller.)
You don't need to. Once your domain is registered, the Dashboard auto-measures every day at 00:00 KST — your score is always fresh when you log in.
About the REFRESH button: it reloads the latest data from the server, it does not trigger a new measurement. Why? AI responses are non-deterministic, so re-running on demand would give you slightly different numbers every time. Industry standard (Otterly, Profound, Ahrefs AEO) all measure once a day for the same reason.
What changes day to day:
Manual quick check is only for new domains seeding their first baseline. Enter your email after the scan to join the AI Visibility Platform early access (100 founding spots).
We store only the product name you enter and the score result — nothing else.
If you give us your email, we store that to send you reports. We don't sell data, share it with third parties, or use it for advertising. Full details in our Privacy Policy.
We're starting with digital creators — Gumroad sellers, Notion template makers, Etsy shops — because they need it most and have zero existing tools.
Our roadmap extends to indie SaaS, D2C brands, agencies, and every business that sells online. Think of it like early Google Analytics — it started with bloggers, then became universal.
We're building the Google Stack for AI recommendations as a multi-layer growth platform:
Early users get first access to every new layer as it ships.
The market is real: AI referral traffic grew 527% YoY, ChatGPT handles ~50M shopping queries per day, and AI-driven conversion is 16.8% vs Google's ~2%.
The GEO (Generative Engine Optimization) market is projected at $17B by 2034 — yet there are zero tools built for creators. We shipped our MVP in 10 days and we're not slowing down. Read our manifesto for the full vision.
Email us any time: hello@pickedby.ai
We're a small team and we actually read every message. Feedback, feature requests, weird bugs — all welcome.