AI wording does not prove quality#
A page can mention AI, models or automation without showing reliable methodology, data quality, limitations or reviewed outcomes.
Backtests and screenshots need context#
Screenshots can omit spreads, slippage, fees, failed signals, stale data and market-regime changes. Treat them as marketing unless independently reviewed.
MarketPulse separates education from signals#
MarketPulse notes explain context and quote quality. They do not provide buy/sell instructions, automation rules, broker links or performance claims.
Key principles#
No automation setup
Educational notes are not bot configuration or execution instructions.
Methodology first
Useful pages disclose limits and uncertainty instead of only confidence.
No performance claim
Result claims should be treated as marketing unless independently reviewed.