AI Analysis

Turn Lab Results Into Plain English

Your bloodwork comes back as a wall of numbers and acronyms. Paste it into Claude or Grok with the right prompt, and you get a clear breakdown — what changed, what's good, what to watch, what to do about it.

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Your data stays yours.

LoopPep never sees, stores, or processes your lab results. You paste them directly into your AI chat (Claude or Grok). Your data stays between you and the AI provider you choose.

How to Use the Prompts

  1. 1
    Open Claude.ai or Grok.com in a new tab. (Free tiers work fine for this.)
  2. 2
    Copy the prompt below that matches what you want to do (baseline analysis, comparison, or nutrition adjustment).
  3. 3
    Paste your lab results at the bottom of the prompt. Most labs export PDFs you can copy text from, or just type the numbers.
  4. 4
    Hit send. Read the analysis. Ask follow-up questions if anything is unclear.

Prompt 1: Baseline Analysis

Use before starting

Use this for your first lab panel before starting GLP-1 therapy. The AI will identify which markers are out of range and what to watch as you start treatment.

I'm about to start GLP-1 therapy (semaglutide or tirzepatide) for weight management. Below are my baseline lab results — please analyze them and tell me:

1. Which markers are out of normal range, and by how much?
2. Which markers are MOST important to watch as I start GLP-1 therapy?
3. What changes might I expect to see in these markers over the next 8-12 weeks on a GLP-1?
4. Are there any results that warrant talking to my doctor before I start?
5. What lifestyle / nutrition adjustments would help these numbers improve?

Important: explain in plain English. I am not a clinician. Be direct but not alarmist.

My baseline labs:
[PASTE YOUR LAB RESULTS HERE]

Prompt 2: Progress Comparison

Use at week 8-12 and beyond

Use this once you have a follow-up panel to compare against baseline. The AI will identify what's improving, what's not, and what to focus on.

I've been on GLP-1 therapy (semaglutide or tirzepatide) for [WEEKS] weeks. Below are my baseline labs and my most recent follow-up labs. Please:

1. Compare each marker side by side and note the change (direction and magnitude).
2. Identify which markers improved as expected.
3. Identify any markers that got worse or aren't improving — and explain possible reasons.
4. Tell me what's the most important thing to focus on adjusting (nutrition, hydration, supplements, dose timing).
5. Suggest what I should retest in 8-12 weeks.

Be direct. Plain English. I am not a clinician.

BASELINE LABS:
[PASTE BASELINE HERE]

CURRENT LABS:
[PASTE CURRENT HERE]

Prompt 3: Nutrition Adjustment

Anytime

Use this when you want specific nutrition guidance based on your latest labs. The AI will suggest concrete dietary changes targeted at your specific numbers.

I'm on GLP-1 therapy and my appetite is reduced. I want nutrition guidance based on my recent labs. Please:

1. Look at my labs and identify any micronutrient or macronutrient concerns.
2. Calculate my minimum daily protein target (assume goal is preserving lean muscle).
3. Suggest 5 dense, GLP-1-friendly meals or snacks that hit my protein target without filling me up uncomfortably.
4. Recommend any supplements that my labs suggest I might benefit from.
5. Flag any nutrient deficiencies I should test for next time.

My weight: [POUNDS]
My height: [HEIGHT]
My activity level: [SEDENTARY / LIGHT / MODERATE / ACTIVE]
My recent labs:
[PASTE LABS HERE]

Tips for Getting Better Answers

Include reference ranges.

Your lab printout includes the "normal" range for each test. Paste those too — the AI does better when it has context.

Ask follow-ups.

If something isn't clear, just ask. "Why does my fasting insulin matter more than my fasting glucose?" gets a useful answer.

Don't skip the disclaimers in the AI output.

The AI will tell you "talk to your doctor about X" — that's not boilerplate. If it flags something, take it to your prescriber.

Save the conversation.

Both Claude and Grok let you save chats. Keep your analysis history so you can compare across check-ins.

⚠️ AI Is Not Your Doctor

AI analysis is a useful tool for understanding what your labs say. It is not a substitute for medical advice. Always discuss results and protocol changes with the prescriber managing your GLP-1 therapy. If anything in your labs is significantly out of range or rapidly changing, see your doctor.

Now adjust your nutrition.

Your AI analysis will surface what to change. Here's the playbook for actually making those changes work on a GLP-1.

GLP-1 Nutrition Guide →