AI Search Visibility Calculator: Score Your AI Product for ChatGPT, Perplexity, Gemini & Google AI

Kingy AI marketing intelligence

AI Search Visibility Calculator

Score how discoverable your AI product is across Google AI Search, ChatGPT, Perplexity, Gemini, Claude, YouTube, comparison pages, and creator-led discovery.

This is a practical readiness score. It does not guarantee rankings, traffic, or AI citations. It helps identify where your product may be weak in the new AI discovery stack.

Please add your company/product name, website URL, product category, company stage, and primary audience before calculating.

Company basics

Context

Company / product name

Website URL

Product category

Company stage

Primary audience

Entity clarity and positioning

15 pts

Homepage clearly explains what the product does

Homepage clearly states who the product is for

Product has clear use-case pages

Product has a pricing page or clear pricing explanation

Product has an About page, team page, or founder/company identity

Technical SEO and crawlability

15 pts

Website has indexable public pages, not just an app/login screen

Website has strong page titles and meta descriptions

Website has clear internal links to important pages

Website has a sitemap or basic SEO setup

Website is mobile-friendly and reasonably fast

Content depth and AI-search usefulness

20 pts

Product has tutorials, docs, or workflow guides

Product has FAQ-style answers to common buyer questions

Product has comparison or alternatives content

Product has original demos, benchmarks, examples, or proof

Product explains integrations, APIs, model providers, or technical details where relevant

Third-party validation

20 pts

Product has third-party reviews or independent writeups

Product appears in best AI tools lists or directories

Product has case studies, testimonials, or customer proof

Product has reputable press, analyst, investor, or industry mentions

Product is discussed on Reddit, Hacker News, X, LinkedIn, Discord, or niche communities

YouTube and creator-led discovery

20 pts

Product has an official demo video

Product has independent creator demos or reviews

Product appears in comparison videos

Product has searchable YouTube titles/descriptions around its category and use cases

Product has a media kit, creator page, affiliate page, or sponsorship-friendly page

Conversion readiness

10 pts

Product has a clear call to action

Product has a clear demo, free trial, waitlist, or signup path

Product has a strong landing page for visitors coming from creators, comparison pages, or AI search

Product has analytics or attribution for creator/referral traffic

Your AI discovery report will appear here

Fill in the basics, adjust the discovery signals, and calculate a practical readiness score across the surfaces that increasingly shape AI product discovery.

Google AI Search and answer engines
Comparison, review, and alternative pages
YouTube, creator videos, and community proof
Conversion paths for high-intent visitors

0/100

Early

This score is a practical estimate based on visible discovery signals. It is not a guarantee of rankings, traffic, AI citations, or conversions.

What this score means

Your biggest visibility gap

Why AI search may not mention you yet

Where creator-led distribution can help

Recommended Kingy AI action

Next best move

Category breakdown

Weakest category

Strongest category

Top 5 recommended actions

7-day quick wins

30-day action plan

90-day action plan

Creator-led discovery recommendation

Want your AI product to become easier to discover?

Kingy AI helps AI companies reach a large AI-native audience through hands-on demos, sponsored videos, product walkthroughs, and creator-led discovery.

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AI Search Visibility Calculator: Score Your AI Product for ChatGPT, Perplexity, Gemini & Google AI

Company basics

Entity clarity and positioning

Technical SEO and crawlability

Content depth and AI-search usefulness

Third-party validation

YouTube and creator-led discovery

Conversion readiness

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