Serve Robotics Inc.
SERV scores 24.7 on the Conservative profile, blending a fundamental score (80% weight, emphasizing quality and stability (84% of fundamental weight)) with a machine-learning signal (20% weight) trained on 82 features across 30 years of data.
Net penalties of -21.4 points significantly impact the ranking. Without these adjustments, SERV would rank considerably higher.
These features are direct inputs to the machine learning model. The model was trained on these signals alongside 100 features (including 12 momentum/technical indicators) to produce the ML percentile score.
| Stock | Score | P/E | Rev Growth | Margin | Mkt Cap |
|---|---|---|---|---|---|
| SERV | 24.7 | N/A | 773.3% | -4124.1% | $527M |
| FER | 83.7 | 12.2 | 7.4% | 35.3% | $51.9B |
| NDSN | 76.3 | 35.1 | 3.8% | 17.4% | $16.6B |
| OMAB | 76.1 | 20.1 | 4.3% | 32.7% | $6.2B |
| ODFL | 75.8 | 39.8 | -0.9% | 20.4% | $40.6B |
| FAST | 72.7 | 42.6 | 8.7% | 15.3% | $53.3B |
| WWD | 70.9 | 47.8 | 7.3% | 12.4% | $22.8B |
| CSX | 70.9 | 26.5 | -3.1% | 20.5% | $76.0B |
| LECO | 70.9 | 31.5 | -4.4% | 11.6% | $16.2B |
| CTAS | 70.4 | 41.9 | 7.7% | 17.5% | $77.7B |
| PCAR | 70.4 | 28.2 | -4.2% | 12.4% | $66.7B |
| RYAAY | 69.7 | 13.0 | 3.8% | 11.6% | $34.3B |
| CPRT | 69.1 | 23.0 | 9.7% | 33.4% | $36.3B |
| FELE | 68.5 | 35.5 | -2.1% | 8.9% | $4.8B |
| AEIS | 67.8 | 81.2 | 21.4% | 8.3% | $11.9B |
| IESC | 67.7 | 30.9 | 16.9% | 9.1% | $10.3B |
| Sector Average | 45.2 | 64.5 | 19.0% | -48.2% | โ |
Serve Robotics Inc. designs, develops, and operates low-emission robots that serve people in public spaces with food delivery in the United States. It builds self-driving delivery robots. The company was formerly known as Patricia Acquisition Corp. and changed its name to Serve Robotics Inc. in July 2023. Serve Robotics Inc. was founded in 2017 and is based in Redwood City, California.
Stock is in a downtrend below the 200-day moving average. Price is below both the 50-day and 200-day SMAs, indicating sustained selling pressure.
| Metric | Q3 2025 | Q2 2025 | Q1 2025 | Q4 2024 |
|---|---|---|---|---|
| Revenue | $686,535 | $642,000 | $440,465 | $175,842 |
| Gross Profit | $-4M | $-3M | $-1M | $-656,042 |
| Operating Income | $-35M | $-23M | $-15M | $-14M |
| Net Income | $-33M | $-21M | $-13M | $-13M |
| EPS (Diluted) | $-0.54 | $-0.36 | $-0.36 | $-0.36 |
| Gross Margin | -637.9% | -445.3% | -333.4% | -373.1% |
| Operating Margin | -5071.6% | -3527.1% | -3406.6% | -7721.0% |
| Net Margin | -4809.9% | -3247.7% | -3000.5% | -7461.0% |
| Year | Low | High | Range | Status |
|---|---|---|---|---|
| 2024 | $1.77 | $24.09 | 172.6% | Wide |
| 2025 | $4.66 | $24.35 | 135.7% | Wide |
Growth estimates have been dampened based on technical and fundamental signals. This is a post-hoc adjustment to prevent overly optimistic projections for stocks showing declining momentum or deteriorating fundamentals.
Scores are generated by a multi-stage ML pipeline combining fundamental analysis, ensemble predictions, and structural risk signals. All data is for research purposes only and does not constitute financial advice. Past performance does not guarantee future results.