User Stories

Real hikers.*
Real problems.
Real weights.

Three stories from the packing community showing how PackBase solves the problems that spreadsheets and manufacturer specs can't.

*Except Emma, Marcus, and Sofia. They're made up. The pain points are real though.

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E
Emma
UK hiker ordering from US
"20°F or 30°F? Regular or Long? £400 and I can't return it from the UK."

How PackBase helped:

  • Smart search with web enrichment - Found "Hammock Gear Burrow" with specs from 4 retailers
  • All 18 variant configurations - Compare temp ratings, lengths, and widths side-by-side
  • Community vs Manufacturer weights - 20°F Regular: Mfr 624g → Community 631g (12 reports, 87% confidence)
  • Weight range with outlier controls - See the full distribution: 618g - 645g
"Ordered the Regular. Arrived at 628g. Worth every penny."
M
Marcus
Building first ultralight kit for JMT
"Every spreadsheet ends in decision paralysis. I need to see it all in one place."

How PackBase helped:

  • Organized gear closet - Category filters, verified badges, search
  • Pack builder with live totals - Base, worn, and consumable weights update in real-time
  • Instant unit toggle - Switch between metric and imperial without losing work
  • Smart add from web results - Click tent → Web search finds specs from retailers
"Base weight: 6.2 pounds. And I know every gram is real."
S
Sofia
Post-PCT thru-hiker
"My tent weighed 45g more than the specs. Someone else needs to know this."

How PackBase helped:

  • Simple weight submission - Pre-filled form, just add your measured weight
  • Outlier detection - Your 535g is within 2% of community avg (542g)
  • Auto-verified submissions - Quality data goes live immediately (Flagged outliers reviewed by moderators)
  • See your community impact - 15 weights verified, helping 247 hikers
"My data is helping hikers I'll never meet. That feels good."

Built for anyone who packs

Every feature designed to solve real problems pack builders face when researching gear

Community-Verified Weights

Real weights from real hikers. Automatic outlier detection, confidence scores, and submission counts.

Live Weight Totals

Base, worn, and consumable weights update in real-time as you build your pack. Switch units instantly.

Complete Variant Tracking

See all temp ratings, lengths, widths side-by-side. Compare 18 configurations of a sleeping bag at once.

Multibag Mode

Not everything fits in one pack. Multibag mode lets you split your kit across multiple containers - perfect for motocamping, bikepacking, kayaking, or any adventure where gear gets distributed. See exactly what goes where with per-bag weight totals and a unified view of your complete loadout.

  • Assign items to specific bags (pannier, tank bag, backpack)
  • Per-bag weight breakdown with capacity tracking
  • Visual indicators show which bag each item belongs to
Motocamping setup with panniers, tank bag, and backpack
Bikepacking with frame bag, handlebar roll, and seat pack

Organized Gear Closet

Category filters, verified badges, search, and quick add to packs. Your entire kit in one place.

Smart Search with Web Enrichment

Can't find gear in the database? Type an unknown gear name and we'll search the web for you. When we find manufacturer specs with full details, just click the result and watch the form auto-populate with name, category, weight, and even variant options like sizes.

Step 1: Web results with manufacturer specs
Step 2: Form auto-populated with variants

Adjustable Outlier Threshold

Set your own outlier percentage (1-30%) for both community submissions and manufacturer specs. The average recalculates instantly as you adjust the threshold, showing exactly which weights are excluded (highlighted in red). Perfect for filtering questionable data while keeping the majority of submissions.

Ratings & Reviews

Rate gear and packs with star ratings, optional dimension scores (durability, comfort, value), and written reviews. Reputation-weighted aggregation surfaces the most helpful feedback. See ratings at a glance in pack headers — click to jump to full reviews.

  • Star ratings with optional dimension breakdowns
  • Reputation-weighted scores prioritize trusted reviewers
  • Rating prompt after weight submission while gear is fresh

Brand Enrichment via Web Search

Adding a brand that's not in the database? We automatically search the web and prefill brand details like website, country, founding year, specialty, and description. Just type the brand name and click "Create new brand" - the rest fills itself.

Variant Smart Search

Can't find your exact variant? Click "My variant isn't listed" to search the web with quick-select buttons for temp rating, length, width, and fill power. The system automatically finds matching variants from manufacturer sites.