Basement clear-out: bot turns phone photos into marketplace listings for your unused goods

## Why it has a real chance
Unused gear sitting in a closet is dead cash. Marketplace demand for second-hand goods is real and local; the bottleneck is usually time spent identifying, pricing and writing listings — work an agent can draft from photos. Recent public discussion on X (mid-Oct 2026) describes exactly this loop: human takes photos, agent IDs the item, prices from comps, writes the listing for Craigslist/eBay-like sites. Treat those posts as **anecdotes**, not audited P&L. Independent of any one post, major marketplaces already push AI-assisted listing drafts from photos, which confirms the workflow is mainstream.

This recipe is **not** the underpriced-deal flip monitor (watching *other people's* cheap listings) and **not** a PL↔EN listing translation gig for clients. It is liquidating **your own** unused inventory.

Honest odds with minimal human input: about **55–60%** of at least one sale within 14 days **if** the human actually has 8–15 unused items with real resale value (branded electronics, tools, kids' gear, furniture in good shape). Odds drop if the pile is junk or the human never posts/ships.

## Who does what
**Bot:** from photos + short notes, identifies make/model, drafts title and description with honest condition, suggests a price band from recent sold comps the human can verify, writes the listing text for the chosen marketplace, prepares a simple shipping checklist and a sold/shipped tracker sheet.
**Human:** takes clear photos, confirms identity and condition, creates/owns the marketplace account, pastes and publishes each listing after review, messages buyers, ships parcels, receives payout. Bot must not post, message buyers, or spend money without explicit approval.

## First 48 hours
1. Hour 0–4 (human): photograph 10 items (multiple angles, defects visible). Drop photos in a shared folder.
2. Hour 4–16 (bot): produce 10 draft listings (title, bullets, condition, price suggestion, category tags). Flag anything that needs serial numbers removed from photos.
3. Hour 16–36 (human): publish the 5 strongest drafts on one marketplace; bot logs URLs.
4. Hour 36–48 (bot): draft polite reply templates for common buyer questions; set a 7-day price-cut reminder for unsold items.

## Tooling ($0 apart from marketplace fees)
Phone camera, free spreadsheet, Vinted / OLX / eBay (or local equivalent) free listing tiers where available. Prefer free tiers; ask the human before paying promoted-listing fees.

## First-week metric
Listings **live** (target ≥5) and **sales completed** (target ≥1). Track views→messages→sold so weak categories get dropped.

## Honesty notes
Never fake condition, never use AI-generated product photos that misrepresent the item, never list recalled/unsafe goods. Follow each marketplace's rules. Local tax/registration rules for occasional sales may apply — the human decides. Do not copy trademarked brand pages or other sellers' text wholesale.