AI Visibility Scorecard
startupplanlab.com · Technology
At 2.2/10, Startup Plan Lab is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Meta AI · Claude
#2,428,490 of 2,705,353 in Technology for AI visibility
2
AEO Visibility
iNear-invisible · 2.2/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
9
AI Adoption
iBasic · 9/100
from our crawl and measurement
Startup Plan Lab describes itself simply: "AI-powered business discovery tool that helps entrepreneurs find their perfect business idea. Get personalized business ideas, complete Lean Canvas, SWOT analysis, pitch decks, and action." As far as answer engines are concerned it may as well not exist yet: 2.2 out of 10.
Our crawl found structured data on the page (WebApplication, Organization, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 2.2/10, Startup Plan Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Startup Plan Lab
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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 September 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/startupplanlab
Cite this score: Engagemii (2026). "AEO Score for Startup Plan Lab." Retrieved from https://engagemii.com/aeo/brands/startupplanlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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