Tuesday, August 4, 2026 · Five AI analysts screened this index for stocks with the best shot at gaining +5% within 30 days
Optimistic Normal choppiness · VIX 16.3
This appears to be a major earnings-driven session with unusually wide dispersion: several mega-cap tech, financial, retail, and energy names are pushing to new highs on strong 5-day and 30-day momentum, while a separate cohort of semiconductor, healthcare, and consumer names sold off sharply. The healthiest setups are concentrated in names that are simultaneously near their 52-week highs and showing sustained (not just one-day) gains, which points to genuine trend continuation rather than a one-off pop.
Which of today's picks to actually take, and at what size, given what you are already holding. Each pick's own Suggested Allocation sizes it in isolation; this table applies the portfolio limits — at most 20 open positions and 60% of the portfolio committed in total. Run with --capital 25000 to see these sizes as order amounts rather than percentages.
| Rank | Stock | Action | Size | Entry → Target | Notes |
|---|---|---|---|---|---|
| #1 | WSM | SKIP | — | $249.87 → $262.98 stop $228.38 |
Position cap reached — 59 of 20 slots in use. |
| #2 | AVGO | SKIP | — | $415.46 → $438.31 stop $378.48 |
Position cap reached — 59 of 20 slots in use. |
| #3 | CRWD | SKIP | — | $209.61 → $221.14 stop $189.70 |
Position cap reached — 59 of 20 slots in use. |
| #4 | AMP | SKIP | — | $551.44 → $579.93 stop $512.84 |
Position cap reached — 59 of 20 slots in use. |
Already open: SPGI (to Aug 7), USB (to Aug 7), SCHW (to Aug 10), NVDA (to Aug 11), NTRS (to Aug 13), SCHW (to Aug 13), BNY (to Aug 15), BNY (to Aug 16), USB (to Aug 16), USB (to Aug 18), USB (to Aug 19), VLO (to Aug 19) … and 47 more. Symbols you already hold were excluded from this run's candidates rather than re-picked.
Position-sizing guidance only — half-Kelly per pick, bounded by the limits above. Not personal investment advice.
Williams-Sonoma sells home goods and furnishings under brands like Williams-Sonoma and Pottery Barn. The stock has climbed strongly and is beating the broader market, supported by solid technical signals. Earnings land in about three weeks, which could cause a sharp move before this pick's window closes.
Why the AI likes it
What could go wrong
Calibrated probability: 73% (raw model estimate: 63%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
Broadcom designs semiconductor chips and infrastructure software used in networking, wireless devices, and AI systems. The stock has been climbing steadily and outperforming the market, with healthy technical readings supporting continued strength. It's still meaningfully below its 52-week high, and earnings in about four weeks could introduce volatility.
Why the AI likes it
What could go wrong
Calibrated probability: 75% (raw model estimate: 70%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
CrowdStrike provides cloud-based cybersecurity software that protects companies from hackers and breaches. Its shares have been rising steadily and are outperforming the overall market, backed by solid technical signals. The stock reports earnings in about three weeks, and its CEO has been selling shares regularly, both worth keeping an eye on.
Why the AI likes it
What could go wrong
Calibrated probability: 73% (raw model estimate: 68%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
Ameriprise Financial provides wealth management, financial planning, and insurance services. The stock has posted steady gains and is outperforming the market, with a relatively low downside risk based on recent price swings. Its next earnings report is nearly three months away, so this pick has less near-term event risk than most others on this list.
Why the AI likes it
What could go wrong
Calibrated probability: 73% (raw model estimate: 64%) — adjusted using the accuracy of past resolved picks.
Trade math
Suggested allocation is half-Kelly sizing guidance capped at 10% — not personal investment advice. Allocations are scaled to 85% of half-Kelly for the current market regime.
What each AI analyst estimated
This report identifies stocks with an AI-assessed probability of gaining +5% within 30 calendar days (target exit by September 3, 2026). Picks are ranked by how many independent AI agents agreed — more agreement means higher conviction. The guide below tells you exactly how to act on them.
Step-by-Step Action Plan
Position Sizing by Conviction Tier
Size each position according to the coloured border on its pick card. Cap your total exposure across all picks from this report at 25% of your overall trading budget.
| Agents Agreeing | What It Means | Max Allocation Per Pick |
|---|---|---|
| 5/5 | Highest conviction — all five independent analytical checks passed | Up to 10% |
| 4/5 | Very high conviction — four of five independent checks aligned | Up to 8% |
| 3/5 | High conviction — three agents independently agreed | Up to 6% |
| 2/5 | Moderate conviction — two agents independently agreed | Up to 4% |
| 1 Agent | Speculative — solo pick, admitted only at Very High confidence | Up to 2% |
The Three Exit Rules
A plain-English guide to every figure shown on each pick card — what it means, how it is calculated, and what a good or bad value looks like.
Scout scanned 503 S&P 500 constituents and short-listed 25 candidates for deep analysis by the five analysts. Here is what happened to each one.
Checks 30-day price history for every candidate before making any selection. Requires positive period return and positive 5-day momentum as mandatory gates. Ranks picks by proximity to their period high and adjusts probability based on volume. Uses news only to rule out major negative catalysts.
Searches earnings results, analyst upgrades, and revenue trends before checking price data. Requires at least one verifiable fundamental catalyst — earnings beat, analyst upgrade, or revenue acceleration — within the last 60 days. Favours stocks with strong fundamentals trading below recent highs (value entry).
Hunts for specific events within the last 21 days: FDA approvals, major contract wins, product launches, earnings surprises, or significant analyst upgrades. Requires a positive price reaction confirming the market is recognising the catalyst. Also scans for upcoming events that could drive further gains.
Maps the macroeconomic regime (risk-on / risk-off / neutral) and identifies sectors benefiting from current conditions before looking at individual stocks. Only selects stocks from macro-aligned sectors with confirmed sector tailwinds. Adjusts for interest rate sensitivity and geopolitical factors.
Reviews the final picks after all four analysts agree and actively challenges each bull thesis. Searches for bearish technical signals, negative news, insider selling, and elevated short interest that the agreeing agents may have underweighted. Produces evidence-based counter-arguments shown on each pick card.
Pure-quant analyst: no news, no narrative, only numbers. Identifies mean-reversion setups from RSI extremes (<35) with momentum turning, Bollinger squeeze breakouts, and multi-factor quant scores using RSI, MACD, OBV, short interest, and insider transaction data. Counterbalances narrative bias across the four analyst agents.