Industry Context — Common BS Fingerprints in Media, News & Publishing
ParentData
(https://parentdata.org) 📸 Data Snapshot: May 24, 2026Analyze the raw signals below. How would a machine score this business’s credibility?
Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.
🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE ParentData by Emily Oster ParentData is a data-driven guide through pregnancy, parenthood, and beyond. (https://parentdata.org)
ParentData by Emily Oster ParentData is a data-driven guide through pregnancy, parenthood, and beyond.
Find the data-driven, judgment-free answers you’re looking for on trying to conceive, pregnancy, parenting, and beyond at ParentData.
HEADER_HEADING_REPEATED_BODY Search | ParentData by Emily Oster (https://parentdata.org/search/)
Search | ParentData by Emily Oster
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER ParentData | ParentData by Emily Oster (https://parentdata.org/plans/parentdata/)
ParentData | ParentData by Emily Oster
NAV_HEADER_HEADING_REPEATED_BODY Login | ParentData by Emily Oster (https://parentdata.org/signin/)
Login | ParentData by Emily Oster
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://parentdata.org) ParentData by Emily Oster ParentData is a data-driven guide through pregnancy, parenthood, and beyond.
[H1] Welcome to ParentData Find the data-driven, judgment-free answers you’re looking for on trying to conceive, pregnancy, parenting, and beyond.Subscribe today [IMG: Caregiver putting sunscreen on child on beach] toggleBookmark(e)"> Loading... [H5] Updated on May 27, 2025 | 8 minute read [H3] All About Sunscreen and Kids Emily Oster, PhD [IMG: A parent playing with a newborn.] toggleBookmark(e)"> Loading... [H5] Updated on Nov. 6, 2025 | 8 minute read [H3] What the Data Actually Says About Breastfeeding Emily Oster, PhD [IMG: baby reaching for a ring toy] In the news toggleBookmark(e)"> Loading... [H5] Updated on Apr. 14, 2026 | 8 minute read [H3] Is Tylenol Safe in Pregnancy? Emily Oster, PhD In the news toggleBookmark(e)"> Loading... [H5] Updated on May 15, 2026 | 7 minute read [H3] What’s Going on With Measles? Emily Oster, PhD [H2] Top searches Sleep [IMG: icon] Potty Training [IMG: icon] Alcohol [IMG: icon] Homework [IMG: icon] Breastfeeding [IMG: icon] Formula [IMG: icon] Birth Control [IMG: icon] IVF [IMG: icon] Poop [IMG: icon] Fertility [IMG: icon] [H2] Meet Emily… CEO of ParentData, mom of two, best-selling author, PhD graduate in economics from Harvard, and professor of economics at Brown University. Her books Expecting Better, Cribsheet, The Family Firm, and The Unexpected have sold over 1 million copies. Emily Oster is on a mission to provide better data on pregnancy, parenting, and personal health, so you can make confident, informed decisions that are right for you. Subscribe today [IMG: Emily Oster headshot] Breastfeeding and Formula Food and Nutrition Health and Wellness Potty Training School Screens Sleep Sleep Training Breastfeeding and Formula Food and Nutrition Health and Wellness Potty Training School Screens Sleep Sleep Training [H4] 92% of readers say they implement information from ParentData into their parenting practices [H4] 91% of readers say that ParentData has supported their family’s health decisions [H4] 96% of readers say that reading ParentData reduced their anxiety about something that was worrying them Explore over 1,100 articles and Q&As. Connect with other data-driven readers. Get personalized weekly emails in your inbox. Find instant answers to your questions with our AI-powered search tool. Subscribe today [H2] What our readers say [IMG: icon] Subscribe today "An amazing and constant source of diligent, smart discernment in a time of panic and misinformation.” "This is the single best resource out there for parents in the 21st century.” "I feel like I’ve been given a flashlight to help navigate the terrain of parenting decision-making.” "ParentData is Google that won’t send me down a panic spiral. It’s so easy to search and find answers to questions that are backed by data.” [H2] Meet our writers See allSee all [H3] Emily Oster, PhD CEO, ParentData [IMG: team img] [H3] Nathan Fox, MD OB-GYN, Maternal Fetal Medicine [IMG: team img] [H3] Breonna Slocum, MD OB-GYN, Reproductive Endocrinology and Infertility [IMG: team img] [H3] Gillian Goddard, MD Endocrinologist [IMG: team img] [H3] Christopher Worsham, MD Pulmonologist and Critical Care Physician [IMG: team img] [H3] Karey O’Hara Psychologist, Researcher [IMG: team img] [H2] Frequently asked questions [H2] Frequently asked questions [H2] How do I ask a question? You can ask Petey, ParentData’s AI librarian, a question at any time. Petey creates answers based on the universe of content on ParentData and Emily Oster’s best-selling books, along with links to relevant articles. If Petey does not have an answer, it will let our team know so we can consider the topic for the future. If you’d like to submit a question directly to Emily or our other contributors, you can do so here. [H2] 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. Lifetime: Everything included in Plus — full access to ParentData.org and your choice of weekly newsletters — for a single one-time payment. Pay once, stay a member forever. Free: As a free subscriber, you can read limited articles on ParentData.org and receive occasional newsletters from Emily in your inbox. [H2] 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. If you have any issues setting up an account, please email ask@parentdata.org. [H2] 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. If you continue to have issues logging in, please email ask@parentdata.org and we’ll be happy to assist you. [H2] How do I change my subscription plan? It’s easy to change your subscription from your Account page. First, make sure you are logged in to your ParentData account. From there, you can do the following: Change paid plan: When you change your subscription plan, you are immediately moved to your newly selected plan. If you downgrade your plan, your remaining balance will be distributed to your next payment(s). Cancel: This option will downgrade you to a free subscription from a paid subscription. Your plan will remain active until the end of your billing cycle; then you will transition to a free plan. Update billing info: Change your billing information or switch to an annual or monthly billing plan. [H2] 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. [H2] What newsletters come with a Plus or Lifetime subscription? As a Plus or Lifetime subscriber, you can select the newsletters you want to receive. They are flexible, so you can sign up for as many as you like and choose what fits you and your family best. Here are our current offerings: The Latest: Emily breaks down the latest research and headlines Trying to Conceive (TTC): For anyone navigating fertility treatments or family planning with donor sperm or eggs PregnantData: A data-driven guide to pregnancy, based on your due date BabyData: A data-driven guide to parenting from 0 to 18 months, based on your child's birthday ToddlerData: A data-driven guide to parenting from 18 months to 3 years, based on your child's birthday Digest: A weekly roundup of everything new on TTC, pregnancy, parenting, and more [H2] How can I select the newsletters I receive? You can customize the newsletters you receive right from your Account page. You are able to adjust your newsletter settings at any time during your subscription period. [H2] Can I gift a subscription or create a shared/household subscriptions? You can easily give a subscription to ParentData! You have the option to give a Plus or Lifetime gift subscription by going to your Account page and clicking “Gift a Subscription.” We do not currently offer the ability to create shared subscriptions, but we’re always gathering feedback for future improvements. [H2] How can I cancel my subscription? While we are sorry to see you go, we understand there are circumstances that require you to cancel your subscription. You can cancel by going to your Account Page and selecting ‘Cancel’ in your subscription settings. [H2] Where can I buy Emily’s books? You can find Emily’s books on pregnancy and parenting wherever books are sold and at Penguin Random House. [H2] I'm having trouble accessing articles from my phone, what should I do? Reading on your phone? When you log in to ParentData.org, be sure to check “Remember me” after entering your username and password. You’ll stay signed in, making it effortless to open every article with a single tap. [H2] How can I update my username? If you'd like to change your username, navigate to your Account Page. From there, click "Update" and you can edit/change your username. [IMG: img] [IMG: img] [IMG: img] [IMG: img] [IMG: logo] [H2] Start your 14-day free trial No credit card required Full access to all ParentData features Try before you commit Please Login. Start your free trial Loading... Already have an account? Login PERSONALIZE YOUR JOURNEY [H2] Where are you currently on your parenting journey? Tell us a few more details so we can personalize your journey. Please check all that apply Trying to conceive Pregnant Other I'm a parent I'm a grandparent Trying to conceive Pregnant I'm a parent I'm a grandparent Other Continue Go back a step PREGNANCY [H2] Congratulations on your pregnancy!When are you due? Sharing your due date will allow us to send you the most relevant time-based information during your pregnancy. Will you check that date again? It looks incorrect. I’m having multiples Continue Loading... Go back a step [H2] Please fill in this field Continue Go back a step OTHER [H2] Each parenting journey is unique, tell us more so we can send you the best content for yours. Please fill in this field Add another child Continue Go back a step TRYING TO CONCEIVE [H2] Which of the following best describes you? Select all that apply I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning Continue Loading... Go back a step NEWSLETTERS [H2] These are the newsletters that we recommend I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning You need to add a due date You need to add a baby You need to add a child between 18 and 48 months of age to receive ToddlerData Continue Loading... [IMG: icon] [H2] You’re enrolled! Enjoy your two-week free trial of ParentData. Articles Suggested For You [H5] [H3] Get started What you get Unlimited articles Weekly newsletters Live events with Emily VIP backstage passes Ask Emily directly What you miss Only a few articles No email updates No event invites No backstage access No access to Q&A Upgrade now Continue with free plan Start your free trial Log out anyway [IMG: img] [IMG: img] [IMG: img] [IMG: img] [IMG: img] PERSONALIZE YOUR JOURNEY [H2] Where are you currently on your parenting journey? Tell us a few more details so we can personalize your journey. Please check all that apply Trying to conceive Pregnant Other I'm a parent I'm a grandparent Trying to conceive Pregnant I'm a parent I'm a grandparent Other Continue Loading... TRYING TO CONCEIVE [H2] Which of the following best describes you? Select all that apply I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning Continue Loading... Go back a step PREGNANCY [H2] Congratulations on your pregnancy!When are you due? Sharing your due date will allow us to send you the most relevant time-based information during your pregnancy. Will you check that date again? It looks incorrect. I’m having multiples Continue Loading... Go back a step [H2] Please fill in this field Continue Loading... Go back a step OTHER [H2] Each parenting journey is unique, tell us more so we can send you the best content for yours. Please fill in this field Continue Loading... Go back a step THANK YOU! [H2] Thank you for sharing your parenting journey with us! We think you’ll find these newsletters the most helpful. I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning You need to add a due date You need to add a baby You need to add a child between 18 and 48 months of age to receive ToddlerData Continue Loading... [IMG: icon] [H2] Thank you! Welcome . Thank you for choosing the plan with ParentData! Articles Suggested For You [H5] [H3] Get started [H2] Try ParentData for Free [IMG: sign]
SUB-PAGE (https://parentdata.org/search/) Search | ParentData by Emily Oster
[H1] All Search Sort by [IMG: order] Relevance Newest to Oldest Oldest to Newest toggleBookmark(e)"> Loading... Updated on May 22, 2026 9 minute read [H3] How Much Caffeine Is Safe During Pregnancy? Emily Oster, PhD [IMG: kids sitting in a class room and using mobile] toggleBookmark(e)"> Loading... Updated on May 21, 2026 11 minute read [H3] What the Data Says About Phones and Social Media Emily Oster, PhD [IMG: Baby food with spoons] toggleBookmark(e)"> Loading... Updated on May 21, 2026 7 minute read [H3] Don’t Panic About Heavy Metals in Baby Food Emily Oster, PhD In the news toggleBookmark(e)"> Loading... Updated on May 21, 2026 8 minute read [H3] GLP-1s Before, During, and After Pregnancy Emily Oster, PhD [IMG: Man touching hair on his head] In the news toggleBookmark(e)"> Loading... Updated on May 17, 2026 10 minute read [H3] A Popular Drug for Male Hair Loss Can Impact Pregnancy Emily Oster, PhD [IMG: Young baby getting vaccine from nurse, while mother holds her.] In the news toggleBookmark(e)"> Loading... Updated on May 15, 2026 9 minute read [H3] Measles 101 Emily Oster, PhD In the news toggleBookmark(e)"> Loading... Updated on May 15, 2026 7 minute read [H3] What’s Going on With Measles? Emily Oster, PhD [IMG: A kid playing in the monkey ladder] In the news toggleBookmark(e)"> Loading... Updated on May 14, 2026 2 minute read [H3] How Much Recess Do Kids Need? Emily Oster, PhD [IMG: A pregnant person holding food on a tray] toggleBookmark(e)"> Loading... Updated on May 11, 2026 7 minute read [H3] What You Can (And Can’t) Eat While Pregnant Emily Oster, PhD [IMG: A doctor looking at an ultrasound scan] toggleBookmark(e)"> Loading... Updated on May 11, 2026 10 minute read [H3] All About Breech Babies Emily Oster, PhD [IMG: mosquito sitting on a floor] toggleBookmark(e)"> Loading... Updated on May 11, 2026 9 minute read [H3] West Nile, EEE, and Zika — How to Think About Mosquitos Emily Oster, PhD [IMG: A pill box, stars, and moon on a blue background] toggleBookmark(e)"> Loading... Updated on May 11, 2026 6 minute read [H3] Does Melatonin Work for Kids’ Sleep? Emily Oster, PhD [IMG: Little girl in pajamas lying on bed with eyes closed] toggleBookmark(e)"> Loading... Updated on May 10, 2026 9 minute read [H3] How to Fix Your Child's Sleep Issues (It Won't Happen Overnight) Emily Oster, PhD [IMG: A variety of pills scattered on a surface] toggleBookmark(e)"> Loading... Updated on Apr. 29, 2026 8 minute read [H3] I Drank Broccoli Juice. Here's What I Learned About Placebos. Emily Oster, PhD [IMG: A nursery.] toggleBookmark(e)"> Loading... Updated on Apr. 29, 2026 2 minute read [H3] What Temperature Should My Baby’s Room Be? Emily Oster, PhD [IMG: Pregnant woman in hospital bed with continous fetal monitoring bands] toggleBookmark(e)"> Loading... Updated on Apr. 28, 2026 4 minute read [H3] What to Know About Continuous vs. Intermittent Fetal Monitoring in Labor Emily Oster, PhD [IMG: img] [IMG: img] [IMG: img] [IMG: img] [IMG: logo] [H2] Start your 14-day free trial No credit card required Full access to all ParentData features Try before you commit Please Login. Start your free trial Loading... Already have an account? Login PERSONALIZE YOUR JOURNEY [H2] Where are you currently on your parenting journey? Tell us a few more details so we can personalize your journey. Please check all that apply Trying to conceive Pregnant Other I'm a parent I'm a grandparent Trying to conceive Pregnant I'm a parent I'm a grandparent Other Continue Go back a step PREGNANCY [H2] Congratulations on your pregnancy!When are you due? Sharing your due date will allow us to send you the most relevant time-based information during your pregnancy. Will you check that date again? It looks incorrect. I’m having multiples Continue Loading... Go back a step [H2] Please fill in this field Continue Go back a step OTHER [H2] Each parenting journey is unique, tell us more so we can send you the best content for yours. Please fill in this field Add another child Continue Go back a step TRYING TO CONCEIVE [H2] Which of the following best describes you? Select all that apply I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning Continue Loading... Go back a step NEWSLETTERS [H2] These are the newsletters that we recommend I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning You need to add a due date You need to add a baby You need to add a child between 18 and 48 months of age to receive ToddlerData Continue Loading... [IMG: icon] [H2] You’re enrolled! Enjoy your two-week free trial of ParentData. Articles Suggested For You [H5] [H3] Get started What you get Unlimited articles Weekly newsletters Live events with Emily VIP backstage passes Ask Emily directly What you miss Only a few articles No email updates No event invites No backstage access No access to Q&A Upgrade now Continue with free plan Start your free trial Log out anyway [IMG: img] [IMG: img] [IMG: img] [IMG: img] [IMG: img] PERSONALIZE YOUR JOURNEY [H2] Where are you currently on your parenting journey? Tell us a few more details so we can personalize your journey. Please check all that apply Trying to conceive Pregnant Other I'm a parent I'm a grandparent Trying to conceive Pregnant I'm a parent I'm a grandparent Other Continue Loading... TRYING TO CONCEIVE [H2] Which of the following best describes you? Select all that apply I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning Continue Loading... Go back a step PREGNANCY [H2] Congratulations on your pregnancy!When are you due? Sharing your due date will allow us to send you the most relevant time-based information during your pregnancy. Will you check that date again? It looks incorrect. I’m having multiples Continue Loading... Go back a step [H2] Please fill in this field Continue Loading... Go back a step OTHER [H2] Each parenting journey is unique, tell us more so we can send you the best content for yours. Please fill in this field Continue Loading... Go back a step THANK YOU! [H2] Thank you for sharing your parenting journey with us! We think you’ll find these newsletters the most helpful. I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning You need to add a due date You need to add a baby You need to add a child between 18 and 48 months of age to receive ToddlerData Continue Loading... [IMG: icon] [H2] Thank you! Welcome . Thank you for choosing the plan with ParentData! Articles Suggested For You [H5] [H3] Get started
SUB-PAGE (https://parentdata.org/plans/parentdata/) ParentData | ParentData by Emily Oster
Pricing + Plans [H1] Parenting decisions, backed by data Join thousands of parents making confident, evidence-based decisions. From trying to conceive to school-age, get the research you need—explained clearly. Plus Monthly $12/month Subscribe Plus Annual Most Popular $10/mo Try it risk free for 30 days — full refund if you change your mind. Billed annually. The monthly amount is the equivalent rate. Subscribe Lifetime $500/one-time Full access to parentdata.org and your choice of weekly newsletters — for a single one-time payment. Subscribe [H3] Subscription features Unlimited access to over 1,300 articles and Q&As Our weekly newsletter The Latest, breaking down the most recent research and headlines Instant answers to your questions with our AI-powered search tool, Petey Your choice of our personalized newsletters, including Trying to Conceive, PregnantData, Babies, and ToddlerData. Gift up to 3 articles per month to friends and family [H2] ? Start your 14-day free trial today Get full access first, then decide. No credit card required. Start your free trial today No credit card required • Cancel anytime • Full library access [H2] See what readers are saying “ “ParentData gives me real-world parenting tools that instill confidence and equip me to handle all the weird things you never think about until they happen to you. It is much better to have the ParentData newsletter as a guide instead of panic googling!” [IMG: Reader] John C. Father of three Austin, TX “ “Finally, evidence-based parenting advice that respects my intelligence. ParentData answers the questions my pediatrician is too busy to, and I trust the data behind every recommendation.” [IMG: Reader] Sarah M. Mother of two Seattle, WA “ “I canceled three other subscriptions after signing up for ParentData. Everything I need in one place — no fearmongering, just real numbers and clear tradeoffs.” [IMG: Reader] Priya R. First-time mom Chicago, IL “ “As a working dad, I don't have time to read ten studies before bedtime. ParentData does it for me and tells me what actually matters.” [IMG: Reader] Marcus T. Father of two Denver, CO “ “The sleep deep-dive alone was worth the yearly subscription. Our whole family sleeps better now.” [IMG: Reader] Emily K. Mother of twins Portland, OR “ “I've recommended ParentData to every new-parent friend I have. It's the calm, rational voice you desperately need at 2am.” [IMG: Reader] David L. New dad Brooklyn, NY “ “No other parenting resource treats me like an adult who can handle nuance. That's why I keep coming back week after week.” [IMG: Reader] Alexis P. Mother of one Atlanta, GA “ “Emily and her team make complicated research feel approachable. I actually look forward to reading the newsletter every week.” [IMG: Reader] Jordan B. Parent of three Toronto, ON “ “ParentData turned parenting decisions from anxious guessing into informed choices. Life-changing isn't too strong a word.” [IMG: Reader] Rachel S. Mother of two San Diego, CA “ “Worth every penny. The community, the Q&As, the archives — it's the best parenting investment I've ever made.” [IMG: Reader] Michael H. Father of four Boston, MA “ “ParentData gives me real-world parenting tools that instill confidence and equip me to handle all the weird things you never think about until they happen to you. It is much better to have the ParentData newsletter as a guide instead of panic googling!” [IMG: Reader] John C. Father of three Austin, TX “ “Finally, evidence-based parenting advice that respects my intelligence. ParentData answers the questions my pediatrician is too busy to, and I trust the data behind every recommendation.” [IMG: Reader] Sarah M. Mother of two Seattle, WA “ “I canceled three other subscriptions after signing up for ParentData. Everything I need in one place — no fearmongering, just real numbers and clear tradeoffs.” [IMG: Reader] Priya R. First-time mom Chicago, IL “ “As a working dad, I don't have time to read ten studies before bedtime. ParentData does it for me and tells me what actually matters.” [IMG: Reader] Marcus T. Father of two Denver, CO “ “The sleep deep-dive alone was worth the yearly subscription. Our whole family sleeps better now.” [IMG: Reader] Emily K. Mother of twins Portland, OR “ “I've recommended ParentData to every new-parent friend I have. It's the calm, rational voice you desperately need at 2am.” [IMG: Reader] David L. New dad Brooklyn, NY “ “No other parenting resource treats me like an adult who can handle nuance. That's why I keep coming back week after week.” [IMG: Reader] Alexis P. Mother of one Atlanta, GA “ “Emily and her team make complicated research feel approachable. I actually look forward to reading the newsletter every week.” [IMG: Reader] Jordan B. Parent of three Toronto, ON “ “ParentData turned parenting decisions from anxious guessing into informed choices. Life-changing isn't too strong a word.” [IMG: Reader] Rachel S. Mother of two San Diego, CA “ “Worth every penny. The community, the Q&As, the archives — it's the best parenting investment I've ever made.” [IMG: Reader] Michael H. Father of four Boston, MA [IMG: img] [IMG: img] [IMG: img] [IMG: img] [IMG: logo] [H2] Start your 14-day free trial No credit card required Full access to all ParentData features Try before you commit Please Login. Start your free trial Loading... Already have an account? Login PERSONALIZE YOUR JOURNEY [H2] Where are you currently on your parenting journey? Tell us a few more details so we can personalize your journey. Please check all that apply Trying to conceive Pregnant Other I'm a parent I'm a grandparent Trying to conceive Pregnant I'm a parent I'm a grandparent Other Continue Go back a step PREGNANCY [H2] Congratulations on your pregnancy!When are you due? Sharing your due date will allow us to send you the most relevant time-based information during your pregnancy. Will you check that date again? It looks incorrect. I’m having multiples Continue Loading... Go back a step [H2] Please fill in this field Continue Go back a step OTHER [H2] Each parenting journey is unique, tell us more so we can send you the best content for yours. Please fill in this field Add another child Continue Go back a step TRYING TO CONCEIVE [H2] Which of the following best describes you? Select all that apply I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning Continue Loading... Go back a step NEWSLETTERS [H2] These are the newsletters that we recommend I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning You need to add a due date You need to add a baby You need to add a child between 18 and 48 months of age to receive ToddlerData Continue Loading... [IMG: icon] [H2] You’re enrolled! Enjoy your two-week free trial of ParentData. Articles Suggested For You [H5] [H3] Get started What you get Unlimited articles Weekly newsletters Live events with Emily VIP backstage passes Ask Emily directly What you miss Only a few articles No email updates No event invites No backstage access No access to Q&A Upgrade now Continue with free plan Start your free trial Log out anyway [IMG: img] [IMG: img] [IMG: img] [IMG: img] [IMG: img] PERSONALIZE YOUR JOURNEY [H2] Where are you currently on your parenting journey? Tell us a few more details so we can personalize your journey. Please check all that apply Trying to conceive Pregnant Other I'm a parent I'm a grandparent Trying to conceive Pregnant I'm a parent I'm a grandparent Other Continue Loading... TRYING TO CONCEIVE [H2] Which of the following best describes you? Select all that apply I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning Continue Loading... Go back a step PREGNANCY [H2] Congratulations on your pregnancy!When are you due? Sharing your due date will allow us to send you the most relevant time-based information during your pregnancy. Will you check that date again? It looks incorrect. I’m having multiples Continue Loading... Go back a step [H2] Please fill in this field Continue Loading... Go back a step OTHER [H2] Each parenting journey is unique, tell us more so we can send you the best content for yours. Please fill in this field Continue Loading... Go back a step THANK YOU! [H2] Thank you for sharing your parenting journey with us! We think you’ll find these newsletters the most helpful. I’m trying to conceive through sex with my spouse or partner I’m learning about or navigating fertility treatments I'm LGBTQ+ and exploring our options for family planning You need to add a due date You need to add a baby You need to add a child between 18 and 48 months of age to receive ToddlerData Continue Loading... [IMG: icon] [H2] Thank you! Welcome . Thank you for choosing the plan with ParentData! Articles Suggested For You [H5] [H3] Get started
SUB-PAGE · THIN (https://parentdata.org/signin/) Login | ParentData by Emily Oster
Forgot Password? Click here Sign in with the login link Not yet part of the community? Sign up
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 38 | 1 |
| /search/ | 24 | 1 |
| /plans/parentdata/ | 292 | 1 |
| /signin/ | 24 | 1 |
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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/plans/parentdata/
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}
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"name": "Emily Oster",
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Your Diagnosis
Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.
Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)
These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.
Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.
Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.
Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.
Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.
Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.
Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.
Based on 831 businesses audited.
ParentData has 19.7 points less BS than the average for Media, News & Publishing.
Media, News & Publishing BS: ParentData (parentdata.org)
ParentData is a rare example of a high-integrity media entity where the signal-to-noise ratio is nearly perfect. It leverages actual expertise (PhD/MD) rather than aggregated lifestyle content, resulting in a minimal BS score. The site treats parenting advice as a technical reporting discipline rather than a marketing funnel.
To reach a sub-10 score, provide a public-facing methodology page for the reader surveys cited on the homepage. Include outbound DOI links or citations in the article snippets on the Search page to further reinforce the data-driven claim. Add sameAs links in the Person schema to the official Brown University faculty profiles of the founder and LinkedIn profiles of the medical contributors.
The site is an exact match for the Media, News & Publishing category, specifically operating in the niche of data journalism and health reporting. The presence of named MD/PhD contributors and regular update cycles (May 2026) confirms an editorial-first mission.
“The score of 15 was driven primarily by minor penalties in trust_and_proof (lack of external survey verification links) and commodity_fingerprint (common parenting industry cliches). All other pillars, particularly identity_and_authority and semantic_coherence, scored near zero due to the site's high transparency and expert-led content strategy.”
This training module utilizes a snapshot of public data from ParentData, captured on May 24, 2026, to demonstrate how machine logic evaluates different types of business narratives.
Purpose: This data is presented under “Fair Use” / “Educational Exception” for the purpose of forensic semantic analysis, allowing users to compare human intuition against machine-generated evaluations.
Notice to ParentData: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results provided by 1EuroSEO are intended as professional feedback to help improve any website’s machine-readability and authority signals. The 1EuroSEO BS Detection Tool is a free tool, and anyone can test any company to see how their content is interpreted by AI models.
Any company can use the insights for free and improve its voice by comparing it to industry clichés or competitors. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://parentdata.org to view the most current version of its content and learn from the source what this company is about and what it offers.