AIQ Methodology
AIQ Score: AI Stock Rating System
AIQ Score is a 0-100 investment-merit rating built from momentum, valuation, quality, and risk signals. Smart Score is a 1-10 peer-relative rank. Together they answer both absolute quality and relative leadership.
Core AIQ Score Definition and Scoring Breakdown
AIQ Score (0-100) measures absolute investment merit for a single stock. It does not ask whether a stock is the best inside its group. Instead, it asks whether the stock itself has strong systematic evidence across factor dimensions.
| Score | Scale | Purpose | Best for |
|---|---|---|---|
| AIQ Score | 0-100 | Investment merit - "Should I own this?" | Deep single-stock analysis |
| Smart Score | 1-10 | Relative ranking - "How does this rank vs peers?" | Screener and watchlist comparison |
How to Use AIQ Score and Smart Score Together: A Semiconductor Example
Semiconductors are one of the most analyst-covered sectors in the market, yet stock selection remains hard. If you are searching for ai stock score semiconductors workflows, this section is the practical playbook.
This framework also answers high-intent queries such as nvda ai stock score, amd ai rating, avgo quantitative score, how to use ai stock rating, and semiconductor stock ranking ai.
The Two-Score Framework
AIQ Score (0-100) is an absolute investment-merit score. It synthesizes momentum, valuation, quality, and risk into one composite. A score of 70+ indicates strong systematic evidence. It does not adjust for what peers are doing.
Smart Score (1-10) is a peer-normalized decile rank. It compares a stock only to direct peers in the same sector and market-cap tier. A Smart Score of 9 means top-decile relative positioning inside that peer cohort.
Key distinction: AIQ Score answers "is this a strong stock?" while Smart Score answers "is this the strongest stock in its group?"
Applied to Semiconductors: NVDA, AMD, AVGO, INTC, QCOM
Scores as of June 1, 2026. Updated daily from live model outputs.
| Ticker | AIQ Score | Smart Score | Conviction Tier |
|---|---|---|---|
| NVDA | 63/100 | 9/10 | Relative play |
| AVGO | 54/100 | 6/10 | Relative play |
| QCOM | 65/100 | 9/10 | Strong conviction |
| AMD | 52/100 | 5/10 | Relative play |
| INTC | 51/100 | 4/10 | Relative play |
Reading the Table
NVDA: High Smart + High AIQ -> Strong Conviction. Current read is 63/100 and 9/10. Both scores confirm each other as peer leadership plus a strong absolute case.
AVGO: High Smart + High AIQ -> Strong Conviction. Current read is 54/100 and 6/10. This is also a double-confirmed setup, generally slightly lower or higher conviction depending on the AIQ gap.
QCOM: Mid Smart + Solid AIQ -> Relative Play. Current read is 65/100 and 9/10. This is often valid for semiconductor exposure, but not always the highest-conviction name in-cluster.
AMD: Mid Smart + Mid AIQ -> Relative Play / Watch. Current read is 52/100 and 5/10. This is commonly a watch candidate until absolute or relative signals improve.
INTC: Low Smart + Low AIQ -> Avoid. Current read is 51/100 and 4/10. Double-negative confirmation generally implies lower systematic support.
The Conviction Tier System
Strong Conviction - Smart 8-10 and AIQ 65+.
Relative Play - Smart 7-9 and AIQ 50-64.
Cross-Sector Candidate - Smart 1-5 and AIQ 65+.
Avoid - Smart 1-4 and AIQ below 50.
One Critical Caveat
Smart Score is peer-normalized within sector and market-cap bucket. Never use Smart Score alone for cross-sector decisions. For NVDA vs CRM, AIQ Score is the cross-sector comparable metric.
Where to Check Scores
- NVDA - Nvidia AIQ Score ->
- AMD - AMD AIQ Score ->
- AVGO - Broadcom AIQ Score ->
- QCOM - Qualcomm AIQ Score ->
- INTC - Intel AIQ Score ->
Scores update daily after market close. See full AIQ Score methodology ->