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Scattered Trading Research
Traders and finance professionals manually stitch together scattered data, tools, and AI agents, leading to errors, inefficiency, and poor decision-making.
In their words
Ich finde es schade, dass man seine Depot logindaten für so eine Funktion bei anderen Anbietern hinterlegen muss, wenn man nicht alles manuell pflegen möchte.
What are good sources for historical daily equity/ETF data, ideally accessible through a REST API?
an API that responds is not an API you can trust
every hour I continue to do this work myself and not automate it is probably 10x future time lost
allowing multiple allocation scenarios would improve the accuracy and realism of retirement projections
Before spending more time digging through individual company records, has anyone here dealt with this and found a source that was worth paying for?
It took me a whole evening because every chain has its own explorer and I have three addresses.
If they won’t back down I wouldn’t have a second’s hesitation to walk away from this.
each strike needs ~25 calls to cover one day... that's ~3,050 calls per trading day
Been doing stock research myself for few years reading concalls annual reports twitter reddit and random google searches before taking any position
My current workaround is just to put screenshots of my accounts in Gemini, but that's so time consuming to do often, and more importantly, I don't want them to have my investment data
You cannot just arbitrarily modify CSV formats like this, just as you wouldn't modify an API. It's a contract.
why not offer a pay per request / pay as you go option?
I spent the entire day yesterday trying to set up some automated monitoring of my investments, only to discover most UK market information is locked behind stupid-money APIs.
Traders and finance analysts
Where they talk
- r/algotrading
- r/TradingView
- r/ai_trading
- r/Daytrading
- r/IndiaAlgoTrading
- r/defi
- r/algotradingcrypto
- r/fidelityinvestments
Tools they use today
- TradingView
- Claude
- Excel
- Polymarket
- broker APIs
- MCP
- IBKR
- Kalshi
Why those fall short
- external tools need full broker credentials; manual CSV upkeep too tedious
- no public APIs, no OFX/QIF, format changes unannounced
- simple stack adds little; complex stack produces overwhelming noise
- no fast way to confirm confluence before the move is gone
- commercial plans cost 10x, request caps too harsh, licensing rules
Map of ideas
Drawing the map…