ROARABLE
FREE $100K
Today Screener Big Ideas Track Record 💰 $100K Arena 🎲 Predictions 🏛️ Insiders 8 Analysts
Stock Ratings / Health Care / SEER
QTRX (22) HBIO (47) RPID (34) LAB (27) ⌘ Pro Terminal →

Seer Inc. (Class A) (SEER) — RQD Stock Rating Cockpit

$1.73 +2.98% NASDAQ • Live Quote vs Prior Daily Close (Synced Snapshot) EXT / AFTER-HRS: $1.74

Seer Inc. (Class A) (SEER) carries a Roarable Rating of E (Strong Sell) with 26/100 RQD Confidence due to weak cash-flow efficiency and sensitivity to current interest rates. Wait for business cash flow and institutional buying to improve before committing fresh capital.

ROARABLE E • RED ALERT Cap $93.0M
📤 Share Live RQD Speedometer Card: 𝕏 Post Reddit StockTwits ⬇ Live SVG Card
⚡ INSTANT AI QUANT PREVIEW • $0 FREE TIER Click Any Pre-Computed AI Quant Specialist Briefing on SEER Below — or Connect Your Own ChatGPT / Claude
🤖 Mara Quenwick • AI Quant Lead (Click for Instant Brief) Is SEER stock a Buy, Hold, or Sell right now according to Roarable's RQD model?
▼

As of 2026-11-03, Seer Inc. (Class A) (NASDAQ: SEER) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 26/100 at a spot price of $1.73 (+2.98% 1D, market cap $93.0M). Pillar breakdown: Fundamental Cash Engine 3/20, Institutional 13F & Options Flow 3/20, SEC Balance-Sheet Forensics 8/20, FRED Macro Regime Fit 7/20, and Executive Insider Alignment 5/20. Across 1015 tracked Health Care issuers, SEER ranks #910 in composite RQD confidence.

✓ Pre-computed one-to-many AI Quant brief
🤖 Ellis Vennor • AI Peer & Flow Quant (Click for Instant Brief) How does SEER compare to QTRX and HBIO in the Health Care sector?
▼

Within the Health Care sector (Biotechnology: Laboratory Analytical Instruments), SEER carries a Roarable E (26/100 RQD), trailing P/E of N/A, gross margin of 51.1%, and ROIC of -29.1%. By comparison, QTRX (Quanterix Corporation) holds a E grade (22/100 RQD, P/E N/A, ROIC -35.0%, cap $137.4M) and HBIO (Harvard Bioscience Inc.) posts a D grade (47/100 RQD, P/E N/A, ROIC -35.0%, cap $40.5M). Among the 5-stock peer group, SEER leads on earnings multiple (N/A) while LAB leads on capital efficiency (-28.7% ROIC).

✓ Pre-computed one-to-many AI Quant brief
🤖 Gideon Ashmere • AI SEC 10-K Forensics (Click for Instant Brief) What are the biggest fundamental strengths and SEC risk factors for SEER?
▼

Per SEER's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001726445), Seer Inc. (Class A) generated $16.6M in revenue (+17.0% YoY), -$73.6M in net income, and -$46.2M in free cash flow against $296.1M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Health Care with deep daily trading liquidity. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately. Institutional options positioning shows a 50% call / 50% put premium split.

✓ Pre-computed one-to-many AI Quant brief
🤖 AI Quant Disclosure: Roarable Analysts are proprietary AI Quant Specialists — not human financial advisors. Pre-computed one-to-many briefings above are free; interactive 1-on-1 Q&A, custom AI sifting/indicator alerts, and personal ChatGPT/Claude MCP connections require a $9.95/mo Pro account (currently waitlist-only).
INTERACTIVE SCENARIO DECK:
🛡️ Portfolio Crash X-Ray
EXT / AFTER-HRS: $1.74 (+0.35%)🧬 Disciplined Float (+0.72% YoY Shares)⚙️ Cash Engine: 3/20 (E) • 0% FCF Margin
Verify 90D Bucket Audit →
📊 Historical Track Record Warning: Scores below 50 (26/100 · E) historically underperformed SPY in 71% of rolling 90-day windows (-10.5% avg 90D alpha vs SPY • 29.0% hit rate).
Audit Bucket Track Record →
RQD QUANT TACHOMETERRED ALERT • E
025507510026
3-of-3 JEV AI Jury Bearish Warning
Cash
SEC
Whale

Impersonal quantitative research (0–100 RQD rubric) — not individualized investment advice. Past performance does not guarantee future results. Full Disclaimer

5-PILLAR SNOWFLAKE RADARRw E · Rk D-
Cash (3)Whales (3)SEC (8)Macro (7)CEO (5)
Each axis scored 0–20
12M PRICE TARGET CONE-14.5% Base Target
$3 Bull$1 Base$1 Bear
📬 FREE SEER RATING-CHANGE & BRIEFING ALERTSManage / Unsubscribe
WHALE OPTIONS SNAPSHOT: — (No Active Options Snapshot on file for SEER)Realized 20D OHLCV Swing Band: ±11.3%
Deterministic 5-Pillar Attribution (26/100 Composite)
🔍 WHY SEER SCORES 26/100 (E) — TOP 3 DRIVERS2 Bullish Pillars + #1 Risk Drag
▲ #1 Bullish Driver: SEC 10-K Forensic Risk+8/20 pts (31% of score)

Altman Z-Score 0.20 (DISTRESS RISK (<1.8)) • Piotroski F-Score 5/9

▲ #2 Bullish Driver: Macro Regime Fit+7/20 pts (27% of score)

FRED Regime × Technicals: 22% of 52W Range • RSI-14 at 36.4 (NEUTRAL RANGE)

▼ #1 Drag / Risk Factor: Whale & Options Positioning4/20 pts (-16 pt drag)

Put hedging (50% put share) caps near-term gamma upside (-16 pts vs max)

📈 PAST 4 QUARTERS RQD vs SUBSEQUENT RETURNQ1 → Q2 → Q3 → Current
Q1 (-3Q)
34
Grade E$2.11-6.2% Next Q
Q2 (-2Q)
31
Grade E$1.98-1% Next Q
Q3 (-1Q)
29
Grade E$1.96-11.7% Next Q
Current
26
Grade E$1.73-10.5% Hist 90D α
Trajectory: E (34) → E (26)Full Audit →
⚔️ ADVERSARIAL OPPOSING CASE & FORENSIC KILL-SWITCH (WHY THE BULL/BEAR THESIS COULD FAIL)CONTRARIAN TURNAROUND & SHORT-SQUEEZE DOSSIER

⚔️ Adversarial Opposing Case: What Could Spark a SEER Turnaround Squeeze

Gideon Ashmere Forensic Desk →

While SEER currently carries a cautious 26/100 (E) rating due to Whale & Options Positioning (4/20), shorts face asymmetric squeeze risk if free cash flow inflects or management executes accretive buybacks.

🚀 Contrarian Squeeze Trigger #1

Established market leader in Health Care with deep daily trading liquidity.

🚀 Contrarian Squeeze Trigger #2

Options & Short-Covering Gamma: Reclaiming the 50-day SMA ($2.00) and Max Pain ($1.82) forces dealer call-delta covering toward $2.50.

🚀 Contrarian Squeeze Trigger #3

Forensic Repair Trigger: Halting share dilution (Disciplined Float (+0.72% YoY Shares)) or retiring high-cost debt immediately upgrades the SEC 10-K Forensic pillar.

🎲 LIVE PREDICTION MARKET ODDS TIED TO $SEER• $2.4M Crowd Pool • Kalshi / Polymarket Composite
Contract: “SEER Beats Next Quarter EPS Consensus (Dec 30, 2026) & Holds Above 200D SMA”
YES 26%NO 74%Trade / Inspect Odds →
RSI-14 MOMENTUMNEUTRAL RANGE
36.430 Oversold · 70 Hot
ALTMAN-Z SHIELDDISTRESS RISK (<1.8)
0.20>3.0 Fortress Safe
PIOTROSKI F-SCORESOLID CORE (5–6)
5 / 99-Pt Accounting
52-WEEK LASER RANGE22% OF RANGE
L: $2$1.73H: $2
1. Money & Cash Health● WEAK
Are profits real cash in the bank?

Weak cash conversion or heavy valuation strain compared to actual cash earned.

Factor Grade: ERQD 3 / 20
2. Big Money & Insiders● TRIMMING
Are whales & executives buying or selling?

Insiders and big institutional desks have been trimming shares rather than stepping up to buy.

Factor Grade: ERQD 8 / 40
3. Hidden Risks & Market Weather● WARNING
SEC fine-print scan & interest-rate fit

High sensitivity to tight interest rates or new risk warnings added to recent SEC annual filings.

Factor Grade: D-RQD 15 / 40
MULTI-MODEL JEV QUANT JURY DELIBERATION

3-of-3 JEV AI Jury Bearish Warning on SEER

Cash & Moat Bull AI
ROIC & Free Cash Flow Model
BEARISH (15)

-29.1% ROIC with 51.1% gross margin and 2.80% FCF yield.

SEC Forensic Auditor AI
10-K Accruals & Altman-Z Guard
BEARISH (40)

Altman-Z 0.20 and Piotroski 5/9 pass balance-sheet audit.

Whale & Macro Hawk AI
Options Skew, 13F & Fed NetLiq
BEARISH (25)

8/40 institutional & smart-money positioning score with 7/20 macro alignment.

Bull Case: Why Buyers Like SEER
  • ✓Established market leader in Health Care with deep daily trading liquidity.
Bear Case: What Could Go Wrong
  • !Company executives have done more routine share selling than personal cash buying lately.
  • !Sensitive to high interest rates and tighter Federal Reserve market liquidity.
  • !Recent SEC filings added new risk-factor disclosures that warrant keeping an eye on margins.
ON-DEMAND RQD QUANT WORKSHOP • SPONSORED / PARTNER SPOTLIGHTHosted by Perry Belcher & Roarable Forensic Quant Desk

Red-Light Warning Desk: Spotting SEC Cash-Flow & Dilution Risks Before Downgrades (Featuring SEER)

  • ✓Walkthrough of SEER's RQD Radar, SEC cash-conversion gap & downside invalidation levels
  • ✓3 asymmetric Bear/Hedge frameworks when 10-year Treasury yields stay elevated
  • ✓Includes nightly RQD rating-change & forensic signal email alerts on your tracked stocks
RQD INSIDER CLUB WAITLIST$49/YR PLANNED
Want Custom AI PineScript / Python Indicators & Priority Rating-Change Alerts?
Join Founding VIP Waitlist (No Card Required) →$100K Arena
SEER // CANDLESTICK & AUTO-TRENDLINE WORKSTATION6M: -11.28%📐 HORIZONTAL RANGE
2026-11-03O $1.94H $1.94L $1.68C $1.73VOL 516.5K
RES: $2.44SUP: $1.61SMA50: $2.00SMA200: $1.92
$2.44$2.20$1.96$1.72$1.48RES $2.44SUP $1.61$1.732026-05-042026-06-172026-08-042026-09-182026-11-03
PRIMARY-SOURCE FORENSICS, SECOND-ORDER LINKS & AI ANALYST DESK

SEER Dilution Monitor, Expectations Hurdle, Butterfly Connections & Policy Exposure

🦋 SEER Butterfly Map → + Track SEER →
Share Count & Dilution Monitor

Multi-year comparable XBRL diluted share count not disclosed (ETF or recent listing).

Reverse-DCF Expectations Hurdle
8.0%/yr Implied 5Y Growth

vs. +17.0% actual YoY revenue growth (assuming 9.25% cost of equity & 16.5x terminal multiple).

Ellis Vennor Setup Ledger

No active Ellis Vennor swing setup published on SEER today. View full Setup Ledger →

🦋 Documented & Second-Order Butterfly Connections Open Graph →

No direct multi-tier Butterfly edges indexed yet for SEER. Explore sector supply chains on /butterfly.

AI Analyst Theses, Washington Policy & Company Video
🎬 No recent verified company-specific video clip queued for SEER today (we never pad ticker pages with unrelated generic clips). Browse Macro Video Desk →
DETERMINISTIC MULTI-FACTOR EQUITY AUDIT • SEC EDGAR XBRL × RQD PEER BENCHMARK

📊 Quantitative Sector Peer Comparison, SEC Filing Delta & Investment FAQ (SEER)

Health Care Rank #910 of 1015 ⚔️ QTRX vs SEER Full Matrix →

1. Head-to-Head Health Care Peer Comparison (SEER vs. QTRX, HBIO, RPID, LAB)

Industry: Biotechnology: Laboratory Analytical Instruments (21 Tracked Issuers)

Across 1015 tracked Health Care securities in the Roarable RQD universe, Seer Inc. (Class A) (SEER) ranks #910 by composite RQD confidence (26/100, grade E) and #663 by equity capitalization ($93.0M). Within this direct 5-issuer industry benchmark cohort, SEER leads on earnings valuation at N/A trailing P/E, while LAB leads on capital efficiency and profitability with -28.7% ROIC and 49.9% gross margin. HBIO currently holds the highest overall quantitative score in the immediate peer group at 47/100 (D) compared with SEER at 26/100 (E).

Ticker / Company Roarable Grade RQD Score Trailing P/E Gross Margin ROIC 1D Change Market Cap Head-to-Head
SEER ACTIVE
Seer Inc. (Class A)
E 26/100 — 51.1% -29.1% +2.98% $93.0M Benchmark Subject
QTRX
Quanterix Corporation
E 22/100 — 46.8% -35.0% -3.27% $137.4M /qtrx-vs-seer →
HBIO
Harvard Bioscience Inc.
D 47/100 — 57.7% -35.0% -3.37% $40.5M /hbio-vs-seer →
RPID
Rapid Micro Biosystems Inc. (Class A)
E 34/100 — — -35.0% -4.50% $36.9M /rpid-vs-seer →
LAB
Standard BioTools Inc.
E 27/100 — 49.9% -28.7% -0.02% $240.7M /lab-vs-seer →

2. Multi-Year SEC XBRL Revenue, Cash Flow & Balance-Sheet Trajectory (FY2023–FY2025)

SEC EDGAR 10-K • FILED 2025-12-31 • CIK 0001726445 ↗

In its most recent audited fiscal period (FY2025, filed 2025-12-31), Seer Inc. (Class A) (SEER) reported GAAP revenue of $16.6M (+17.0% vs. FY2024 revenue of $14.2M , and -0.5% cumulative change since FY2023) , GAAP net income of -$73.6M, operating cash flow of -$44.4M, and free cash flow of -$46.2M (+6.9% YoY). On the balance sheet, SEER closed FY2025 with $296.1M in total assets against $0 in total debt (Altman Z-Score: 0.20, Piotroski F-Score: 5/9).

Fiscal Period Filing Date Revenue Net Income Operating Cash Flow Free Cash Flow Total Assets Total Debt
FY2025 (FY) 2025-12-31 $16.6M -$73.6M -$44.4M -$46.2M $296.1M —
FY2024 (FY) 2024-12-31 $14.2M -$86.6M -$46.1M -$49.7M $366.6M —
FY2023 (FY) 2023-12-31 $16.7M -$86.3M -$59.1M -$59.1M — —

3. SEER Data-Verified Investor FAQ (RQD Rating, Sector Peers, SEC Forensics & Technicals)

✓ SCHEMA.ORG FAQPAGE JSON-LD ENABLED

Is SEER stock a Buy, Hold, or Sell right now according to Roarable's RQD model?

As of 2026-11-03, Seer Inc. (Class A) (NASDAQ: SEER) is rated E (Strong Sell / SELL) by Roarable's 5-pillar RQD engine with a composite confidence score of 26/100 at a spot price of $1.73 (+2.98% 1D, market cap $93.0M). Pillar breakdown: Fundamental Cash Engine 3/20, Institutional 13F & Options Flow 3/20, SEC Balance-Sheet Forensics 8/20, FRED Macro Regime Fit 7/20, and Executive Insider Alignment 5/20. Across 1015 tracked Health Care issuers, SEER ranks #910 in composite RQD confidence.

How does SEER compare to QTRX and HBIO in the Health Care sector?

Within the Health Care sector (Biotechnology: Laboratory Analytical Instruments), SEER carries a Roarable E (26/100 RQD), trailing P/E of N/A, gross margin of 51.1%, and ROIC of -29.1%. By comparison, QTRX (Quanterix Corporation) holds a E grade (22/100 RQD, P/E N/A, ROIC -35.0%, cap $137.4M) and HBIO (Harvard Bioscience Inc.) posts a D grade (47/100 RQD, P/E N/A, ROIC -35.0%, cap $40.5M). Among the 5-stock peer group, SEER leads on earnings multiple (N/A) while LAB leads on capital efficiency (-28.7% ROIC).

What are the biggest fundamental strengths and SEC risk factors for SEER?

Per SEER's SEC EDGAR XBRL 10-K filing (FY2025, filed 2025-12-31, CIK 0001726445), Seer Inc. (Class A) generated $16.6M in revenue (+17.0% YoY), -$73.6M in net income, and -$46.2M in free cash flow against $296.1M in total assets and $0 in total debt. Key quantitative strengths: Established market leader in Health Care with deep daily trading liquidity. Primary risk factors monitored: Company executives have done more routine share selling than personal cash buying lately. Institutional options positioning shows a 50% call / 50% put premium split.

Where is SEER trading relative to its 50-day, 200-day, and 52-week technical levels?

SEER last traded at $1.73 (+2.98% on volume of 422,714 shares), positioning the stock -13.50% below its 50-day simple moving average ($2.00) and -9.90% below its 200-day simple moving average ($1.92). Across its 52-week range of $1.55 to $2.38, SEER sits at the 21.7% percentile with a 14-day RSI of 36.4 (NEUTRAL RANGE) and an implied next-earnings move of ±11.3% ($1.53 to $1.93).

Direct Sub-Reports: SEER RQD Cockpit SEER 12M Forecast SEER Earnings & Move SEER Dividends & DRIP SEER Insiders & 13F SEER Whale Options SEER Profit Sankey SEER News & Why
ROARABLE RATING BRIEF • RQD 26/100 (E) ✓ SEC XBRL & RQD VERIFIED

SEER — Seer Inc. (Class A): What the Facts Mean to a Prospective Investor

Methodology: RQD v6.2 Deterministic 5-Pillar & SEC XBRL Audit
Updated: 2025-12-31

1. Roarable Rating Brief: What This Means to a Prospective Investor

Seer Inc. (Class A) (SEER) earns a live Roarable RQD composite score of 26/100, corresponding to a E letter grade (Roarable Strong Sell) at a spot price of $1.73 (+2.98% 1D, market capitalization $93.0M).

  • Fundamental Cash Engine (3/20): Anchored by return on invested capital (ROIC) of -29.1%, gross margin of 51.1%, operating margin of -60.0%, and free cash flow yield of —.
  • Whale 13F & Options Flow (3/20) + Insider Conviction (5/20): Tracks institutional 13F accumulation, CBOE options call/put positioning, and SEC Form 4 / Congressional PTR filings.
  • Macro Regime Fit (7/20) + Forensic Balance Sheet (8/20): Incorporates a 1.00x equity beta, Altman Z-Score of 0.20, Piotroski F-Score of 5/9, and Debt/Equity of N/A.

2. Business Model, Unit Margins & SEC Financial Trajectory

Seer Inc. (Class A) (SEER) is a NASDAQ-listed issuer in the Health Care sector, operating in the Biotechnology: Laboratory Analytical Instruments industry. The company reported revenue of $16.6M for FY 2025, $14.2M for FY 2024, and $16.7M for FY 2023.

In its latest audited SEC EDGAR 10-K filing for FY2025 (filed 2025-12-31), Seer Inc. (Class A) (SEER) reported $16.6M in annual revenue (up from $14.2M in FY2024, +17.0% YoY) and -$73.6M in GAAP net income. Over the multi-year SEC filing window from FY2023 ($16.7M revenue, -$86.3M net income) through FY2025, SEER scaled operating cash flow to -$44.4M and free cash flow to -$46.2M, backed by $296.1M in total assets against $0 in total debt.

3. Institutional Bull vs. Bear Thesis & Valuation Tradeoff

  • 🐂 Primary Bull Case (E • RQD 26/100): Established market leader in Health Care with deep daily trading liquidity. Free cash flow yield of — and institutional whale pillar of 3/20. With Fundamental Cash Engine at 3/20 and Institutional Whale Flow at 3/20, sustained execution supports upside toward the upper end of the $1.55 – $2.38 52-week range.
  • 🐻 Primary Bear Case & Valuation Risk: Company executives have done more routine share selling than personal cash buying lately. Investors must weigh current valuation against -60.0% operating margins and a 1.00x macro beta.

4. 2nd-Order Butterfly Ripples & Key Questions to Watch

Operating in Biotechnology: Laboratory Analytical Instruments (Health Care), SEER carries a macro regime beta of 1.00 and gross margin of 51.1%.

  • Key Question #1: Can SEER sustain or expand its -60.0% operating margin and -29.1% ROIC against Biotechnology: Laboratory Analytical Instruments peers over the next 4 quarters?
  • Key Question #2: Following FY2025 revenue of $16.6M and free cash flow of -$46.2M, how will capital allocation balance growth reinvestment against $0 in total debt?
  • Key Question #3: How sensitive is SEER's equity valuation to Health Care capital spending cycles and macro interest-rate shifts (Beta 1.00x)?

SEER Live News Feed, Press Releases & Catalyst Wire

Real-time company headlines, analyst actions, and sector developments for Seer Inc. (Class A) (SEER) • Click "Debate This Headline" to argue it in the Roar Pit below

💬 Jump to SEER Debate Forum (3) ↓
🔥 THE ROAR PIT • LIVE COMMUNITY DEBATE 3 Active Posts & Replies

SEER Bull vs. Bear Conversation Board — What's Your Call at $1.73?

🐂 67% BULLISH CONVICTION COMMUNITY TUG-OF-WAR ON SEER 🐻 33% BEARISH CONVICTION
1. Pick Your Side on SEER:
💡 Tip: Back up your call with a price target or RQD metric to get upvoted to the top.
TA TapeReader_Pro RQD DEBATE OPENER • Price Action & Volume Trader 🐂 BULLISH 🎯 Target: $2.22 (+32.1%)
📌 Pinned Debate

The company reported cash of $47.3M for FY 2025 and its operating loss narrowed from -$103.5M in FY 2023 to -$78.0M in FY 2025.

Long SEER at $1.68 targeting $2.22. The company reported cash of $47.3M for FY 2025 and its operating loss narrowed from -$103.5M in FY 2023 to -$78.0M in FY 2025.. Institutional whale score is 3/20 and the risk/reward vs. the $1.55 52-week low is skewed heavily in favor of bulls.

ArenaChamp_24 🐂 BULL

@TapeReader_Pro Agree on the RQD 26/100 quality, though with 1.0 beta I'm scaling in with half-size at $1.68 and keeping dry powder in case we test $1.56.

SK SkepticalCFA RQD DEBATE OPENER • Fundamental Contrarian 🐻 BEARISH 🎯 Target: $1.39 (-17.3%)
Spot @ $1.68

The company's operating and net margins are both -60%, ROIC is -29.1%, and the Altman Z-Score is 0.2.

Fading this rally in SEER at $1.68. The company's operating and net margins are both -60%, ROIC is -29.1%, and the Altman Z-Score is 0.2.. With a beta of 1.0 and the stock sitting at $1.68 (52-wk range $1.55–$2.38), the easy multiple expansion is already priced in.

LIVE TAPE SPY $752.10 -1.80% QQQ $681.09 -3.60% DIA $519.34 -1.08% IWM $279.14 -1.68% NVDA $202.06 -1.26% AAPL $338.32 -1.83% MSFT $507.12 -2.83% TSLA $403.82 +1.00% PLTR $178.34 -3.13% SOFI $16.60 -0.95% IBIT $43.35 -5.42% GLD $361.65 -3.59%