What Sniper Brain is trying to answer
Collectors don’t need “AI”. They need clarity: Would I buy this? Would I wait? Is there enough upside after postage? Is the card/product liquid? Is the listing weak enough to create an edge?
The six outputs that matter
- Verdict: Buy / Watch / Avoid. A decision, not a paragraph.
- Reason: One tight explanation of the edge (or the problem).
- Price view: “Under market”, “Near fair”, or “Over market” based on the data available.
- Max bid: A ceiling designed to keep the math alive after postage.
- Risk: Why this target can fail (thin comps, weak liquidity, condition uncertainty).
- Confidence: How much of the decision is supported by clean data vs inference.
How to use Sniper Brain across all categories
The category changes (NFL, NBA, Pokémon sealed, soccer, F1, Marvel, Star Wars, vintage), but the logic doesn’t:
- Desirability: Is the player/product actually wanted?
- Liquidity: Can you exit without needing a miracle buyer?
- Landed cost: Price + postage must still leave upside.
- Listing weakness: Strong listings attract bids. Weak listings create edges.
- Play type: Long-term hold vs quick flip determines the bid ceiling.
Not Interested is part of the strategy
A great system is also a filter. When you hit Not Interested, Card Sniper removes noise immediately and replaces it with a better candidate from your context — so you can stay in the category you’re actually hunting.
Put it to work on real listings
The fastest way to learn is to run targets through the same lens every day. Use the Sniper Board to score live listings, save them to watchlists, and build a portfolio of acquisitions over time.