MECHANISM-FIRST ANALYZER
Story Analyzer
Start with a short story in your own words. The analyzer narrows it into a shortlist, asks a few rule-in or rule-out follow-ups when needed, and then shows the next actions worth testing first.
You get a pattern-first summary for discussion and follow-up, not a diagnosis.
Start
Write 3-4 concrete lines about onset, what travels with the fog, and what predictably shifts it.
Narrow
If the pattern is messy, the analyzer asks a few weighted follow-ups instead of forcing a full quiz.
Act
See the best fit, nearest overlaps, and the tests or low-risk experiments worth prioritizing now.
Gentler Start Use the guided analyzer builder If writing a full story feels heavy right now, answer a few short prompts and we will draft the starting story for you.
Simpler path
Use a guided analyzer instead
If writing your full story feels like too much right now, answer a few short questions and we will build a cleaner starting prompt for the analyzer.
Answer at least 3 questions. You can still edit the story before running the analyzer.
Start Here
Tell the pattern in your own words
Start with 3-4 concrete lines about when it started, what comes with it, and what changes it. If the story is still broad, the analyzer asks up to 3 short follow-ups before it shows likely matches.
1. Start
Write when it started, what travels with it, and what reliably makes it worse or better.
2. Narrow
If the story is still broad, you get a few short clarifiers instead of a long quiz.
3. Act
See the best fit, nearest overlaps, and the next actions worth testing first.
What helps most
- →When this started and what changed
- →Which symptoms seem linked and when they hit
- →What makes it worse, better, or more predictable
- →Relevant meds, conditions, or measurements you already have
Starter examples (optional)
Your story is compared across overlapping patterns and nearby explanations before the final shortlist is shown.
Results split into core-now tests and optional-later tests to keep next steps focused.
Related Causes
These causes are common confusion pairs when stories lack strong timing detail.
How It Works
1
Describe the Pattern
Write naturally: when it started, what changed, what worsens it, what helps, and which symptoms seem linked.
2
Test Likely Theories
We map likely mechanisms, shared symptom roots, biomarkers, and downstream conditions without pretending one label explains everything.
3
Watch What Changes
See what strengthens or weakens a theory, what to measure next, and which low-risk experiments are worth tracking over the next few days.
Built for real-world messiness: benchmarked on large brain-fog narratives, then constrained to evidence-first pages, measurements, and next-step routing.
10
Mechanism Lenses
8
Pattern Lenses
66
Causes Linked
<1s
Processing Time
Privacy: Your story is sent to our analysis API to generate results and improve pattern quality. We do not sell personal data, and account sync is optional.
STRUCTURED
Guided Intake
Map this against your story
MEASURE
Biomarkers & Measurements
Measurements to discuss
ACTION
Low-Risk Experiments
Try low-risk pattern tests
This tool is for educational purposes only. Always consult with a qualified healthcare professional.