A research filter, not a predictor — not financial advice. Grades rank growth stocks on evidence-based quality signals from end-of-day data; they are not buy/sell calls or price forecasts. Always do your own research.

Serve Robotics Inc. SERV

Weak (early) Emerging Frontier sector · Serve Robotics — autonomous sidewalk delivery robots, Nvidia-backed, very early.

🗓 Reports earnings in 81 days (2026-11-11) — calendar context, not a prediction.

Serve Robotics Inc. (SERV) is an early-stage Emerging Frontier company, graded Weak (early) on FrontierLab's evidence-based quality rubric (data as of 2026-08-21). Gross-profits-to-assets is -0.08; Rule of 40 is -2050.5. Net share issuance 39.6% YoY (heavy issuance). 3 risk flags are noted below. Analyst mix: 13 buy / 2 hold / 0 sell.

These sentences are generated from the day's data by deterministic templates.

Key quality signals

Revenue growth (YoY)	—
Gross margin	—
Gross profits / assets	-0.08
Rule of 40	-2050.5
Net margin	-2476.9%
Cash runway (months)	20.2
PEG	—
Price / sales	47.1

Quality checklist

Each line is one quality test behind the grade — ✓ passed · ~ borderline · ✗ failed. Hover a metric in the tables below for what it means.

✗ Capital efficiency
~ Share dilution — 39.6%
✗ Competitive moat — None
✓ Market size (TAM) — Large

Grade history

2026-08-07 — Weak (early) (from Insufficient)
2026-08-03 — Insufficient (from Weak (early))
2026-06-10 — Weak (early) (first graded)

Every grade change since FrontierLab began tracking this name — the receipts behind the current grade.

How have Early-stage-graded names performed?

The forward returns of all Early-stage-graded names since each grade was recorded — the bucket this name currently sits in, not a forecast of this individual stock.

Window	Forward record vs the S&P	Median
~1 month	69% of Early-stage-graded names beat the S&P over 21 sessions (95% CI 51–82%, N=32).	Median excess vs the S&P was +3.9%.
~3 months	building — 13 more sessions needed
~6 months	building — 76 more sessions needed

How have this name's flags scored?

Flag	N	Mean excess vs S&P
Burning cash — operating margin is negative.	35	+7.4%
Heavy dilution (~40%/yr) — top-decile share issuers have historically underperformed.	sample still too small to report (need ≥ 8)
Parabolic one-day spike (+18%) in the last month — extreme single-day moves tend to mean-revert.	sample still too small to report (need ≥ 8)

These per-flag figures are observational — a flag firing is not a randomized assignment, so any edge can reflect what kind of names trip a flag, not the flag itself. Descriptive, not causal.

Scope: these are forward returns vs the S&P among names still covered at each horizon's end, within the curated universe — not a survivorship-clean whole-market backtest. Names later dropped from coverage are counted as attrition (not hidden), and single-session moves beyond ±300% are treated as split/data artifacts and excluded. How this is measured → · Full track record →

Fundamentals

Market cap	$366.7M
Stage	Early
Share issuance (YoY)	39.6% · heavy issuance
Moat	None
TAM	LARGE
P/E (trailing)	—
EPS (trailing)	$-2.45
Burn multiple	17.9
Gross-margin trend (pts)	—
Cash / assets	0.62
Accruals (%)	-13.8%
Net debt / EBITDA	—
Statements as of	Q2 FY2026 · filed 2026-08-06

Momentum context — describes the past, not a signal

52-week range

$4.32$18.64

Low reached Jul 29, 2026 · high reached Oct 9, 2025 — by daily close.

Price	$4.74 (as of 2026-08-20)
Last session move	—
% off 52-wk high	-74.6%
RSI (14)	40
Relative volume	0.8×

Risk flags

Burning cash — operating margin is negative.Heavy dilution (~40%/yr) — top-decile share issuers have historically underperformed.Parabolic one-day spike (+18%) in the last month — extreme single-day moves tend to mean-revert.

Positive signals

Growth accelerating — revenue growth sped up ~429 points year-on-year; acceleration is an early fundamental tell (annual data, so it's coarse).

Insider activity (90 days)

Cluster buyers	0
Sellers	3

Insider selling is routine diversification, not a bearish signal.

Analyst mix

Strong buy	6
Buy	7
Hold	2
Sell	0
Strong sell	0

Ratings are context, not a price target. "Momentum" = how the mix changed over recent weeks, not a forecast.

From the headlines

AI take — daily, AI-generated

AI leans cautious

Negative GP/A (-0.08), missing growth data, and short runway (20 months) signal a struggling early-stage business.

Generated by an AI model from the day's news — an opinion for context only. Not financial advice, not a recommendation, and not a price target.

Similar Emerging Frontier names

Centrus Energy Corp.Kratos Defense & Security Solutions, Inc.BigBear.ai Holdings, Inc.SoundHound AI, Inc.Absci CorporationNano Nuclear Energy Inc.

← All Emerging Frontier names · Open SERV in the interactive screener →

Data as of 2026-08-21 08:12 (end-of-day). How grades are computed →