About FixFirst
A blood test flags 20 things. A doctor has 10 minutes. FixFirst exists for the gap in between — it ranks your results by clinical impact so you leave with 3 priorities instead of 20 worries.
I grew up active. Then life happened: 20 years away from home, long work hours, longer nights out. Food was whatever arrived fastest. Exercise was a word other people used.
By my late 30s I was categorically obese and had stopped caring. Tired by 2 PM, dead by 9, with no busy schedule to blame it on. Hungry an hour after a full meal, then again after the snack that followed it.
Then my daughter turned two, and I was struggling to be present for her — physically, and on the bad days, emotionally. That was the line. I hired a trainer and showed up every day.
A few weeks in, I still couldn’t finish two proper push-ups. Jumping jacks left me huffing. The diet improved, protein went up, and the weight didn’t move. Sleep stayed broken. The 2 PM crash stayed on schedule.
So I saw a doctor. He put it down to being overweight, but agreed to order a full blood panel.
The results came back fine. Vitamin D low but within range. HbA1c elevated but under any cutoff worth a flag. “Nothing too concerning,” he said.
I was training, eating better, and feeling no different, so I went down the rabbit hole. Turns out, lab reports are built to catch disease, not prevent it. They run on static, population-level thresholds and ignore everything else about you. With diabetes in my family history, my borderline HbA1c wasn’t borderline. For someone trying to train daily, a bottom-of-range vitamin D wasn’t ignorable. A carb-heavy vegetarian Indian diet wasn’t helping either.
ChatGPT helped me make sense of it, piece by piece, as long as I kept re-feeding it my context. Medical journals gave me stricter thresholds than the lab’s. Physician review told me which markers matter most for long-term health. That became a priority matrix.
And I wasn’t alone. Friends and relatives had the same story: exhausted with normal blood work, weight that wouldn’t come off, doctors waving reports through.
The 8 months I spent turning my blood labs into a fixed diet, lifestyle, and supplement routine (hello vitamin D, omega-3, magnesium glycinate) felt too valuable to keep to myself. That became FixFirst.
Is it finished? No. Is it better than “nothing critical here”, or pasting your labs into a chatbot and getting a different generic answer each time? That’s the bar it was built to clear.
Blood labs today are a diagnostic tool. FixFirst is my attempt at making them a preventive one.
Guideline-anchored is not the same as physician-checked. The medical content on FixFirst — marker thresholds, the explanations on every guide page, and the recommendation copy — is reviewed by a named physician, not an anonymous "medical team".
Medical reviewer
Dr. Prahlad Rai Gupta
MBBS, MD (Pulmonary Medicine) · Sawai Mansingh Medical College, Jaipur · RMC reg. 6473 · 31+ years · 800+ citations
Dr. Gupta is a pulmonologist based in Jaipur with 31 years of clinical practice specialising in pulmonology, tuberculosis, and chest diseases. He reviews FixFirst's marker thresholds and medical content weekly against the guidelines they cite. His published research spans respiratory and internal medicine, with 800+ citations across peer-reviewed journals.
Google Scholar profile →Three distinct layers produce FixFirst's output, and it helps to understand what each one does.
Ankit Agarwal (founder) — writes all educational content, designs the product, and maintains the rules engine. Not a clinician. The priority logic and threshold database reflect years of reading clinical guidelines, not clinical training. That distinction matters and is stated on every article page.
Dr. Prahlad Rai Gupta (medical reviewer) — reviews marker thresholds, borderline zone definitions, symptom-association claims, and supplement protocols against the clinical guidelines they cite. The rules engine does not ship a new marker or threshold without his review. See the Medical Review Policy for scope.
The rules engine — determines all clinical output: which markers are flagged, how they are ranked, and what protocols are recommended. This is fully deterministic code, not AI generation. See Evidence & Methodology for how it works.
All educational content is reviewed by Dr. Gupta before publication and cross-checked against its source guidelines at least quarterly. When a major guideline is updated — for example, a new edition of the ADA Standards of Care — affected thresholds and content are updated before the next publication cycle.
Corrections submitted by readers are reviewed by both Ankit and Dr. Gupta and applied within 7 business days if substantiated. The "Last medically reviewed" date at the top of each article reflects the most recent review date for that specific page.
The full editorial governance model is documented in the Editorial Policy.
FixFirst does
FixFirst does not
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