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Complete Feature Overview

Know what you have.
Without the spreadsheet.

Turn a shelf, receipt, voice note, or barcode into item details to inspect on your household's Fridge Receipt. Live capture is available as an experimental path.

Your dashboard at a glance

Essentials stocked
3 expiring soon
List ready

== 5 Ways to Capture Your Inventory ==

Four everyday paths, one experimental

Photo ScanInspect Results

Photograph one shelf to identify possible items. Lower-confidence candidates are held for review; inspect saved names, quantities, and dates because model confidence is not measured accuracy.

Live StreamExperimental

Record a short narrated walkthrough for later processing. This is not a continuous real-time scanner and needs careful review.

Voice InputQuick Update

Say something like "used 2 eggs" to propose an update, then check that the ledger reflects what happened.

Receipt ScanReview Draft

Scan a grocery receipt to draft line items, prices, quantities, and categories. Confirm the draft before saving it.

Barcode LookupCatalog Lookup

Scan a UPC to look for available product details. Coverage varies, so missing or mismatched records can be corrected before saving.

* Each capture path reduces typing, but none replaces judgment. Review names, quantities, and dates before you rely on the ledger.

== What Has Been Measured? ==

Evidence before percentages

Measured so far

1 of 12

Only one planned real-household shelf fixture is annotated today.

Not measured yet

Quantity

Quantity accuracy has not been scored, so every count needs review.

What helps

One shelf

Clear sightlines and smaller scenes make the resulting draft easier to review.

Review is part of the capture

Confirm item names, quantities, locations, and any dates before relying on them. A model can miss hidden products or infer a field incorrectly; voice, barcode, and manual entry can fill the gaps.

* Confidence scores help order a review; they are not measured accuracy. The real-shelf test set is still too small for a broad performance claim.

== Your First Shelf ==

What happens after you sign up

Create your accountNo Card

Email and password. That's it. No credit card, no onboarding quiz, no setup wizard.

Scan your first shelfIdentify Candidates

Open the scanner, photograph one shelf, and let the vision pipeline propose item details.

Review and confirmCheck the Result

Confirm flagged candidates and inspect saved items. Correct names and quantities, add dates you can verify, and remove anything that does not belong.

Use the saved receiptFrom Confirmed Data

The dashboard, meal suggestions, and shopping tools work from the inventory your household has saved.

review before save

* Start without a credit card, capture one real shelf, and decide what belongs in the shared record.

== Insights From the Ledger ==

Meal Suggestions

Get a dinner candidate from confirmed inventory, with matched and missing ingredients made visible. Expiration urgency is part of the ranking when confirmed dates support it; the suggestion still needs your judgment.

  • Inventory-backed matching
  • Specific missing items
  • Dietary filter support
  • Reject and draw another meal

Reorder Evidence

An early, evidence-gated view of recorded consumption. It only surfaces a reorder signal when an item has enough confirmed history; otherwise it says the support is missing.

  • Uses explicit activity history
  • Shows evidence and support state
  • Omits unmeasured items
  • No seasonal or behavioral prediction

Pantry Intelligence

Summarizes the inventory signals that are actually available. Readiness remains unknown when too few inputs are measured instead of filling the gaps with invented certainty.

  • Support-aware readiness
  • Category gap evidence
  • Restock suggestions for confirmed gaps
  • Unknown states stay visible

Use Oldest Items First

Confirmed expiration dates fade through the Fridge Receipt and help rank what to use first. Dates that were not entered or verified cannot drive an urgency signal.

  • Confirmed-date urgency
  • Temporal ink
  • Use-this-first reminders
  • Explicit waste records

== Organization & Tracking ==

Location-Based Organization

Organize items by 6 built-in locations (Pantry, Fridge, Freezer, Basement, Garage, Closet) or create custom ones. Filter and search by location.

Price Tracking

Reviewed receipt totals feed spending history. Line-item prices and store details come from the receipt draft you confirm; the app does not promise an automatic best-deal comparison.

Household Dietary Preferences

Save household preferences such as vegetarian, vegan, gluten-free, dairy-free, nut-free, kosher, or halal. Recipe generation and filters use them as constraints, but suggestions still need a safety check.

Waste Analytics

See items your household explicitly marked as wasted, along with recorded reasons and activity over time. Removing an item or moving it to trash is not silently counted as waste.

== Family & Collaboration ==

End the 'Do We Have Ketchup?' Texts

Household members can open the same saved inventory when connected. That shared view can help prevent duplicate buys, but it is only as current as the updates the household confirms.

Task Management

Create shopping lists, assign restocking duties, and manage household chores. Assign tasks to specific family members with due dates.

Activity Feed

Review supported household actions such as adding, consuming, wasting, donating, or updating an item. Recorded history reflects app activity, not behavior the product did not observe.

Role-Based Permissions

Owner, Admin, Member, Power User, and Helper roles shape supported household actions. Sensitive manager operations are checked against current membership on the server.

== Notifications, Themes & Data ==

Reminders & Notification Setup

In-app expiration and low-stock reminders use confirmed inventory data. Paid plans can configure push notifications, but delivery depends on browser, device, permissions, and credentials and is not guaranteed.

Data Export & Import

Export supported inventory data as JSON or CSV, or open a printable report that can be saved as PDF. The app can merge its JSON backup format into the current household; replace mode is not supported. Plan availability varies.

Light & Dark Modes

Clean, earthy light mode with receipt-paper aesthetics, or classic dark mode for nighttime use. Switch anytime in Settings.

Trash Recovery

Deleted items move to Trash and can be restored before permanent cleanup. Household managers can empty Trash; do not use it as a permanent backup.

== Advanced Features ==

Power user features for serious inventory management

Advanced Search & Filters

Search and narrow saved inventory by supported fields such as name, category, location, and status. Available filters vary by surface.

Shared Shopping Lists

Add, share, and check off shopping items with the household. Suggestions can use confirmed gaps or meal needs, but the list remains yours to review.

Multiple Expiration Dates

Track separate purchases with their own confirmed expiration dates. "Use First" labels make older stock easier to notice without promising that an item will never be wasted.

Usage History

Review supported item activity over time. Consumed, wasted, donated, and other actions stay distinct; the product does not infer behavior that was not recorded.

Security Built In

Authenticated household boundaries, role checks, input validation, and rate limits protect supported routes. Stripe handles card details; the Privacy page documents storage and provider boundaries.

Offline Mode

Previously loaded inventory can be cached on the device and supported edits can queue while offline. Reconnection attempts a sync; AI capture and other network features still require a connection.

== Where You Can Use It ==

Web is the supported home; native access is still limited

== How the Ledger Stays Useful ==

Low-friction capture, deliberate upkeep

A stale ledger cannot be trusted

The product cannot know what was eaten, moved, or bought unless the household records it. Capture tools reduce typing; review and regular updates keep the Fridge Receipt honest.

Choose the smallest honest update

Photograph a shelf, review a receipt, speak an update, or scan a barcode. Experimental live capture is available when a narrated walkthrough fits better, but it still produces a draft to inspect.

📷 Photo🧾 Receipt🎤 Voice📦 Barcode📹 Live (experimental)

Great for

  • ✓ Families who need everyone on the same page
  • ✓ People who hate manual data entry
  • ✓ Anyone tired of buying duplicates
  • ✓ Families tracking pantry depth

Maybe not for

  • • Warehouses needing industrial controls
  • • Anyone expecting a scan with no review
  • • Anyone needing AI capture fully offline

== Works Across Your Home ==

30 canonical categories, from groceries to household essentials

🥫Pantry & Canned Goods
🥛Fridge & Dairy
🧊Freezer
🧴Household & Cleaning
💊Medicine & First Aid
🐕Pet Supplies
👶Baby Food & Supplies
🔋Emergency Supplies

+ 22 more categories including beverages, snacks, grains, hygiene, tools, and more

== Your Data, Your Control ==

Built with privacy in mind

Delete anytime

Delete your account at any time. Personal data is removed; records shared with a household stay with that household.

Private by default

Only you and your household see your inventory. We never sell your data.

Photos processed securely

Scan photos are analyzed to produce a draft. We do not train on your photos or sell inventory data; the Privacy page documents provider and retention details.