AI Visibility Scorecard
ParentData by Emily Oster
parentdata.org · Education
Somewhat visible. AI bots can read ParentData by Emily Oster, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 155 times
Meta AI · Perplexity · Claude · Apple Intelligence
#3,228 of 937,753 in Education for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Education average 14
Top 1% of Education
See what's behind this score →6
-
Network Authority
iNot connected yet
Education average 0.0
0 relationships · Education average 4
See what's behind this score →40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
Education average 13
See what's behind this score →8
About ParentData by Emily Oster
from our crawl and measurement
ParentData by Emily Oster is a business whose own site puts it this way: "Find the data-driven, judgment-free answers you’re looking for on trying to conceive, pregnancy, parenting, and beyond at ParentData." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a partly stated business identity. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2020.
- Company ·
- ParentData by Emily Oster
- Website ·
- parentdata.org
- Industry ·
- Education
- Location ·
- Providence, Rhode Island
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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
Fair
Press and news coverage.
Community
Fair
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.5/10, ParentData by Emily Oster has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I ask a question?
You can ask Petey, ParentData’s AI librarian, a question at any time.
What subscriptions does ParentData offer?
ParentData offers two paid subscriptions so you can easily personalize your experience based on where you are in your TTC, pregnancy, or parenting journey. Plus: Full access to ParentData.org plus your choice of newsletters in your inbox each week, on topics ranging from pregnancy to the post-reproductive years.
How do I create an account?
To log in to ParentData, click here. You will be prompted to set up an account, where you can choose your subscription level. When you set up an account, you will receive an email at the address associated with your subscription that includes a “magic link.” Once you click that link, you will be logged in indefinitely and can enjoy the website. You can also choose to login with an email and password.
How do I login to access my account?
To log in to ParentData, click here. You can login via a “magic link” by entering your email address and clicking the button “Send my log-in link.” If you’d prefer to log-in with your email and password, you can do so as well. If you are having trouble with the “magic link,” ensure you are opening it within a web browser and not from your email client.
How can I change the credit card for my subscription?
To change the card that’s on file, you can go to your Account page to manage payment information.
Is this your brand?
The exact fixes for ParentData by Emily Oster
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/parentdata-org
Cite this score: Engagemii (2026). "AEO Score for ParentData by Emily Oster." Retrieved from https://engagemii.com/aeo/brands/parentdata-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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