The method starts by removing the wrong cards.
Dean does not begin with the largest welcome offer or the highest affiliate payout. It starts with the job, removes options that conflict with your constraints, and ranks what remains by usable value.
Today’s run: 92 of 125 cards are gone before ranking for a no-fee cash-back shopper with good credit; the balance carrier with fair credit is told no card; the strong-credit buyer with a mortgage closing is told to wait.
Run it on my answers Eight questions. Nothing about who you are. Inspect the source catalog
All 125 cards checked against issuer pages on July 22, 2026. Zero contracted affiliate links today: every apply link goes straight to the issuer. Corrections: [email protected].
Constraints first. Fit second. Monetization never.
Three situations, run through the real method on this page load. Counts are live; struck names are the priciest card each step removed.
Pays in full, good credit, wants a $0 fee125in the catalog 37do this jobPlatinum Card: not built for this job 36fit the credit range and IDFreedom Unlimited: for excellent credit 33fit a $0 annual feeBlue Cash Preferred: $95 fee
Carries a balance, fair credit, owes Chase125in the catalog 8do this jobPlatinum Card: not built for this job 7are not the issuer owedSlate Edge: same issuer as the balance 0fit the credit rangeBankAmericard: for good or excellent credit
Excellent credit, mortgage closing soon125in the catalog 64do this jobBusiness Platinum: business card 63fit the credit range and IDTravel Rewards Secured: for limited, fair or good credit 63fit a $250 fee limit
Run it on your answers Eight questions. Nothing about who you are.
Hard filters
A bad fit cannot buy its way back in.
- Personal or business audience
- Stated credit range
- SSN, ITIN, or newcomer path
- Annual-fee limit
- Issuer and balance-transfer conflicts
- Cards already in the wallet
- Repayment and application timing
Fit factors
The remaining cards compete on the user’s real job.
- Primary job the card must do
- Reward fit for stated spending
- Usable credits and benefits
- Annual fee and transfer costs
- Booking, membership, or deposit friction
- Overlap with the current wallet
- Material drawback most likely to change the choice
See what Dean says for you Dean can say no. See the monthly calls.
What Dean does not know
The model stops where the evidence stops.
No approval prediction
Issuers decide approval, credit limits, and account terms. A stated credit range is a screening input, not an approval promise.
No unpublished-rule certainty
Issuer rules change and are not always published. Dean treats recent-account patterns and similar policies as cautions unless a current primary source makes them certain.
No targeted-offer visibility
Dean cannot see branch offers, account-specific upgrades, retention offers, or prequalified terms unless the user sees them and compares them directly.
No hidden value assumptions
Transferable points, lounge access, credits, and status count only when the user’s answers support a realistic use.
Get Dean’s call Sources linked on every card.
Data and corrections
Every material card fact links to the issuer source.
The packaged marketplace records a review date for each product. Terms can change after review. Dean keeps the live issuer source beside the recommendation and accepts corrections at [email protected].