Source Communities
We monitor the following public communities for peptide-related reports:
r/Peptides, r/Semaglutide, r/Tirzepatide, r/Nootropics, r/Biohackers, r/PeptidesForWeightLoss, r/SARMs, r/moreplatesmoredates
Forums
Longecity.org, IronMag Forums, Professional Muscle, Mens Health forums
Self-experimenter networks
Public biohacking blogs and documented self-experiment threads
Eligibility Criteria
A post qualifies as a report if it meets ALL of the following:
- References a specific named peptide or compound
- Includes a first-person reported experience (benefit, side effect, dosing, or neutral observation)
- Is not promotional, sponsored, or vendor-affiliated
- Contains enough context to assign a confidence score of 1 or higher
Classification Process
Keyword detection
Flags candidate posts matching peptide entity list
Human review queue
For low-confidence classifications
Category assigned
Benefit / Side Effect / Dosing / Neutral
Subcategory tagged
From controlled vocabulary (e.g. "recovery", "sleep", "nausea")
Sentiment scored
Positive / Negative / Neutral
Confidence score assigned
1 (anecdotal mention) / 2 (detailed account) / 3 (structured self-experiment)
Source URL recorded
Direct link to original post preserved and linked
Update Frequency
The dataset is updated on a rolling basis. New reports are processed weekly. The peptide count table on /data-schema reflects cumulative totals since platform launch.
Conflict Resolution
When two reports conflict (e.g. one reports benefit, one reports side effect for the same peptide), both are retained independently. We do not adjudicate or weight conflicting reports. Users see the full distribution.