Methodology
Veradon ranks liquid US-listed common stocks for overlooked opportunity — combining business quality, why-now setup, and relative attention into explainable discovery cards. Outputs are illustrative, may be incomplete or delayed, and can change as new data arrives.
Universe
Discovery runs across liquid US-listed common stocks. REITs, ADRs, ETFs, and illiquid names are excluded so the deck stays investable and comparable.
Liquidity gate
Names must clear liquidity thresholds so cards stay practical for retail traders.
Common stock only
The deck focuses on operating companies — not funds, trusts, or cross-listed wrappers.
Coverage readiness
Stocks need enough fundamental and attention history to support an explainable score.
Signals
Each card is driven by three complementary reads:
Quality
Business strength from reported financials — profitability, balance sheet, and capital efficiency relative to peers.
Opportunity
Why-today setup — catalysts, revisions, sector fit, and constructive conditions that make attention warranted today.
Attention
Relative coverage versus peers. Under-covered quality is the discovery edge — not obscure junk with no data.
A card is a complete research starting point: ticker and company, quality stars, discovery score, why today, why it fits you (on your Top 5), a snapshot of setup · attention · confidence · horizon, and a short thesis — plus fit and market-mood chips when available.
Save keeps the name in your collections. Skip removes it until a material change warrants resurfacing.
Your Discovery DNA captures how you look for stocks — Active or Patient mode, plus biases, sectors, and themes on higher plans — without locking you into a single product persona.
Save and Skip feedback further shapes ranking. The goal is a deck that feels relevant while remaining transparent about why a name appeared.
Discovery scoring refreshes on market days as inputs update. Material-change detection can bring a previously skipped name back when the case meaningfully shifts.
Deep research on a ticker can refresh when underlying inputs change. Always treat timestamps and coverage notes as part of the read.
Limitations
Questions? support@veradon.ai
Start with 10 free discoveries and inspect the evidence on every card.