AI Visibility Scorecard
Needed
thisisneeded.com · E-commerce
Well-positioned for AI search. The breakdown below shows where Needed is still leaving points on the table.
AI engines read this profile 7 times
Claude · Meta AI · ChatGPT
#1,827 of 737,184 in E-commerce for AI visibility
7
AEO Visibility
iVisible · 7.1/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
4
AI Adoption
iBasic · 4/100
About Needed
from our crawl and measurement
Needed, based in Los Angeles, CA, describes itself simply: "Science-backed prenatal, postpartum, and women's health supplements. Needed is a Public Benefit Corporation building a radically better future for women's nutrition through rigorously." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, WebPage, OfferCatalog), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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
Good
Social discussion and mentions.
What this score means
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 7.1/10, Needed has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Needed
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thisisneeded
Cite this score: Engagemii (2026). "AEO Score for Needed." Retrieved from https://engagemii.com/aeo/brands/thisisneeded
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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