AI Visibility Scorecard
getvaultlaunch.com · E-commerce
Borderline visible. AI bots can crawl Vault Launch, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#477,316 of 738,223 in E-commerce for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
35
Muse Index Score
iAI agent readiness
Transactable · 35/100
4
AI Adoption
iBasic · 4/100
from our crawl and measurement
Vault Launch 51 Verified Launches + 103 Proven Niches describes itself simply: "51 launch case studies with verified revenue and full-page screenshots, 103 niches labeled by evidence, plus an Excel scorecard and three offline tools." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Product), a sitemap and a readable heading structure. It is missing an llms.txt file.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.1/10, Vault Launch is crawlable but under-signaled - fixable, and the signals above are where to start.
1. How is this different from asking ChatGPT for niche ideas?
ChatGPT gives you plausible-sounding lists with no receipts. Here, every revenue figure was read from a verified source on a stated date, 51 landing pages are archived as screenshots, and every niche carries an evidence label. When we couldn't prove something, the label says so — that honesty is the product.
2. When was the data collected, and does it go stale?
All figures were collected and verified on 25–26 July 2026, and each one carries its read date. Yes, numbers drift — that's exactly why we date them and link sources, so you can re-check anything in one click before betting on it.
3. What exactly do I get after payment?
Instant download: The Launch Vault (107-page PDF + 51 full-page screenshots + funnel & pricing cheat sheets, ~40 MB ZIP) and The Micro-Niche Database (26-page PDF + Niche Scorecard Excel). Bundle buyers also get all three offline HTML tools at no extra cost.
4. Is this a subscription?
No. One payment, lifetime access to this edition. If we publish a refreshed data edition later, it's a separate purchase — you'll never be billed automatically.
5. Who is this NOT for?
If you want a get-rich-quick promise, this will disappoint you — the intro chapter literally opens with the Gumroad median ($72/month) and the power-law reality. This is for people who'd rather see verified numbers than motivational ones.
Is this your brand?
The exact fixes for Vault Launch
Which AI engines already crawl you
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The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Scored by Engagemii on October 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/getvaultlaunch
Cite this score: Engagemii (2026). "AEO Score for Vault Launch." Retrieved from https://engagemii.com/aeo/brands/getvaultlaunch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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