We built the tool
we wished existed.
Credit card benefits are buried in 50-page PDFs. Corbit surfaces them — accurately, instantly, in plain English.
Cards + Orbit = Corbit
Think of your credit cards as satellites orbiting around you — each one carrying points, cashback, insurance, and perks. Some orbit close and obvious (the annual fee). Most orbit quietly, invisibly, broadcasting value you never claimed.
Cards are the satellites. Orbit is the system. Corbit is the ground station that actually helps you read the signals.
Cards you already have · Orbit keeping them in view · Corbit making sense of it all
Meet CorbieAI, our crow
Why a crow?
In Scottish heraldry, a corbie is a raven or crow — symbol of intelligence and cunning. Crows are exceptional problem solvers: they use tools, recognize faces, and remember where they hid their most valuable finds.
The metaphor
Crows collect shiny things and remember exactly where they put them. Corbit does the same for your card benefits — finds the valuable stuff buried in the fine print and makes sure you never forget it's there.
Benefits that nobody uses
The average premium credit card comes packed with $1,000+ in annual benefits. Most cardholders use less than half. Not because they don't care — because the information is deliberately difficult to find.
$300
travel credits that expire unused every year
50+
pages in the average benefit guide
~40%
of cardholders miss benefits they qualify for
Issuers publish benefit guides in dense PDFs because they know you won't read them. Corbit reads them for you — and lets you ask questions in plain English, with answers grounded in the actual documents.
Real documents. Real answers.
Index official documents
We process the actual benefit guides, cardholder agreements, and policy documents that card issuers publish.
Retrieve relevant context
When you ask a question, Corbit finds the exact sections of the document that answer it — no hallucinations, no guessing.
Generate a grounded answer
The AI synthesizes the retrieved text into a clear, accurate answer. You get the truth from the document, not a best guess.
This approach is called RAG — Retrieval Augmented Generation. It's how we keep answers accurate and verifiable.
Built by Pockylee
Pockylee
Developer · Designer · Chronic credit card over-optimizer
Corbit started as a personal obsession. After spending an embarrassing number of hours reading benefit PDFs to figure out whether Airbnb counted as "travel" for a $300 credit, something clicked: this problem was completely solvable with the right AI architecture. So here we are.
The stack: Next.js, FastAPI, Supabase, and a LangGraph agent wired to a vector database of official card documents. The goal: make credit card intelligence accessible to everyone, not just the spreadsheet nerds.
Ready to actually use the benefits you're already paying for?