
FriendlyData
Infer SQL queries from plain-text questions and table headers.

Menoup.app
Caria
Balance
Stella
Teala.app
Ebb Flow
PeriSlayer
Free perimenopause Stage Finder plus daily symptom tracking that turns into a doctor-ready report every 30, 60 and 90 days. Every claim checked against sources.

Which is more popular?
Based on our record, mlsql seems to be more popular. It has been mentioned 2 times since March 2021.
Website, pricing, platforms and company facts side by side.
|
|
|
|
|---|---|---|
| Website | github.com | perimenostage.com |
| Pricing | — | |
| Company | — | Startup from the United Kingdom · 1 - 9 employees · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of mlsql yet.
Perimenostage is a web app for women in perimenopause and menopause who want clear answers and a better doctor's appointment. It starts with the free Stage Finder: a short quiz that places your symptoms on the STRAW+10 stage map used by clinicians and shows which body systems are affected most....
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
No analysis of Perimenostage yet.
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing mlsql and Perimenostage.
Perimenostage's answer:
Next.js (React) web app installable as a PWA with push notifications, Stripe for payments, Umami for privacy-friendly analytics, Nginx, and a content pipeline that builds symptom and guideline pages from structured, source-referenced JSON.
Perimenostage's answer:
Perimenopause can start years before the last period, yet most women first hear the word after months of symptoms that nobody connected. In a 2026 study from Mayo Clinic and Flo, 83% of women 35 and older reported fatigue linked to the transition. Visits are short, symptoms come and go, and patients arrive without data.
We looked at what was available. Trackers collected data but never turned it into something a doctor could use. Content sites were written to sell supplements. Telehealth brands led with prescriptions. Perimenostage was built to fill the gap in between: a clear stage check, daily tracking that ends in a usable report, and content where every claim is sourced. The books came later, when it became clear that partners needed the same briefing.
Perimenostage's answer:
Women aged roughly 38 to 55 in the US who notice changes they can't explain yet: broken sleep, night sweats, irregular periods, brain fog, anxiety or rage that wasn't there before. Many have already been told "it's just stress" or "you're too young for menopause." They are not looking for a miracle product. They want to understand what is happening and get taken seriously by their doctor.
A second audience is their partners, who want to help but were never told what perimenopause is.
Perimenostage's answer:
Most menopause apps either track symptoms or sell something: supplements, telehealth visits, hormone prescriptions. Perimenostage does neither. It turns daily check-ins into a doctor-ready report every 30, 60 and 90 days, so the user walks into her appointment with symptom trends instead of a vague memory of the last few weeks.
Every page and every number is checked against named studies and US clinical guidelines: The Menopause Society, ACOG, NIH and the SWAN study. Sources are listed on the page, so a reader or a clinician can verify them. The free Stage Finder places symptoms on STRAW+10, the staging system clinicians actually use, not on an invented scale.
Perimenostage's answer:
Share your experience with using mlsql and Perimenostage. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


I am working on a project that requires me to take user input (as English) and return SQL queries. We will eventually be working with multiple datasets, which is why the valuenet over at https://github.com/paulfitz/mlsql ended up being... Source: over 4 years ago
I found this great resource here: https://github.com/paulfitz/mlsql. Source: almost 5 years ago
Tracking Perimenostage since Oct 2026.
When comparing mlsql and Perimenostage, you can also consider the following products.

Communicate with databases like a human
Compare FriendlyData to mlsql or Perimenostage:

All-in-one AI menopause app for women 40+. Track symptoms, sleep, cycle, nutrition, movement and hydration in one place, with Mona AI and doctor-ready health summaries.
Compare Menoup.app to mlsql or Perimenostage: