AI Visibility Scorecard
41launchpad.com · Home & Living
At 1.75/10, 41 Launchpad — Make your business AI is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Apple Intelligence · Perplexity
19
AI Naming Predictability
iRarely named · 19/100
Home & Living average 5
Top 7% of Home & Living
See what's behind this score →1.75
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Home & Living average 21
See what's behind this score →8
from our crawl and measurement
"Practical AI programs for founders, leaders, and builders. Make your company AI-native, lead the change in your field, and build real projects that keep you ahead." That is how 41 Launchpad — Make your business AI introduces itself. When AI engines look at it, they find little to work with. It scores 1.75 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 4 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and PerplexityBot.
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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
-
Not yet measured.
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 read your site and name it in answers. At 1.75/10, 41 Launchpad — Make your business AI is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What does AI-native look like in your business?
Same idea, different work. See exactly what changes for your kind of company — and what you’d walk out with. ManufacturingWin orders faster with AI quotes, quality docs, and reports. Interior DesignShow clients the room before it exists. Win more pitches. Marketing AgenciesTen ad versions in an hour. Deliver more without hiring. Chartered AccountantsMore clients, same team. AI handles the busy work.
Is this your brand?
The exact fixes for 41 Launchpad — Make your business AI
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/41launchpad
Cite this score: Engagemii (2026). "AEO Score for 41 Launchpad — Make your business AI." Retrieved from https://engagemii.com/aeo/brands/41launchpad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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