One intelligence layer to accelerate your competitive advantage.

Purpose-built for Life Sciences commercial leaders. Not a dashboard. The operating layer between the signal and the decision.

Interface layer
Ask Marlow
Your AI analyst, fully briefed on every signal below
Analysis layer
Benchmarks
Peer financial context
Op margin · R&D% · Revenue growth
Analysis layer
GTM Diagnostic
Structured GTM assessment
Market position · ICP coverage · Recommendations
Core layer
Customer Intelligence
950+ accounts
mIQ scoring · trial activity · profiles
Core layer
Competitor Intelligence
105+ baselines
mGS scoring · posture · recent moves
Core layer
Top Opportunities
Signal-triggered
Immediate · This Quarter · Watch plays
Foundation · always running
Intelligence Brief
Signal ingestion · synthesis · delivery · Tue + Fri
105+
competitors
950+
accounts
16000+
trials
LIVE
01

Intelligence Brief

FREE

Twice-weekly signal synthesis — filtered to what a commercial leader actually needs to act on.

  • Tuesday and Friday briefs delivered by email — curated from earnings calls, trial registrations, and macro demand signals
  • Each item: Headline → Why it matters → What to watch → Source
  • Full coverage across all 105+ monitored competitors and 950+ accounts
Inbox
2 new
marlow@marlowiq.com
🔴 Lonza ADC expansion — capacity signal
Today 07:02 · Tue
marlow@marlowiq.com
⚠ Sartorius FY2025 recovery +4.2%
Today 07:02 · Tue
marlow@marlowiq.com
🌐 Macro: VC trough confirmed → demand lag
Today 07:02 · Tue
marlow@marlowiq.com
Agilent Q2 cautious — China/tariff
Fri 14:01 · Prev
54 briefs delivered · next: Tuesday 7am CT
Brief surfaces a signal? Top Opportunities turns it into a play.
02

Top Opportunities

INSIGHTS

Signal-triggered GTM plays ranked by urgency — so you always know what to act on this week, this quarter, and what to watch.

  • Plays organized by urgency bucket: Weekly, Monthly, Quarterly, and Watch — driven by account press releases, pipeline events, and asset signals
  • Each opportunity surfaces the triggering signal, the account context, and the recommended commercial action
  • Updated continuously as new signals land — your GTM priority list reflects what happened this week, not last quarter's planning doc
RTW Plays · This Week
Weekly
Eli Lilly
Phase 3 enrollment opened
Monthly
AstraZeneca
dato-DXd ADC expansion
BioNTech
BNT122 Phase 2 readout
Quarterly
Novartis
PLUVICTO capacity signal
Want account context? Accounts has the full profile.
03

Accounts

INSIGHTS

Deep profiles on 950 life sciences accounts — mIQ buying propensity score, clinical trial activity, pipeline signals, and financials in one view.

  • mIQ Score (0–10) for every account, recalculated weekly from CT.gov trial activity, pipeline stage, and financial posture — know who is ready to buy before your reps do
  • 16000+ active clinical trials tracked across the account set — phase transitions and breakthrough designations surface automatically in the account score
  • Full account profile: FDA actions, capacity events, leadership changes, and financial indicators updated from public filings
Eli Lilly LLY
GLP-1Biologics
9.4
TOP-TIER · ↑ +0.3
mIQ Score
Score breakdown
Financial Capacity22/25
R&D Commitment18/20
Pipeline Urgency21/25
Commercial Readiness17/20
Signal Velocity9/10
34 active trials · last signal: eloralintide Phase 3 recruiting opened
Need the competitive frame? Competitor Intelligence shows who else is moving.
04

Competitor Intelligence

INSIGHTS

108 competitor baselines with strategic posture, recent moves, and mGS Score — updated every week.

  • mGS (Marlow Growth Score): composite of real growth, commercial efficiency, and trajectory — 8-quarter trend lets you see who is gaining structural momentum vs. buying time
  • Competitor baseline: strategic narrative, product moves, pricing signals, capacity events, recent press — everything needed to frame a board discussion
  • Earnings watch: key quotes and guidance changes surfaced immediately after each call — no waiting for analyst summaries
Thermo Fisher TMO
Life Sciences Tools · Pharma Services
45
↑ +1 QoQ
mGS Score
8-quarter mGS trend
45
Q2'24Q3'24Q4'24Q1'25Q2'25Q3'25Q4'25Q1'26
⚡ Latest: Q1 2026 organic growth +2%; bioproduction recovery underway; pharma services stable
Peer financial context? Benchmarks shows where each competitor sits structurally.
05

Benchmarks

PRO

Peer financial comparison across the monitored set — margin, R&D efficiency, and revenue growth in a single terminal view.

  • 8-quarter trend data across operating margin, revenue per employee, SG&A efficiency, and R&D intensity — sort by any metric
  • See who is structurally winning vs. buying growth — the context your board expects you to have before the QBR
  • Identifies leading structural risk flags: margin compression, R&D underinvestment, and SG&A creep before they show up in share price
PEER BENCHMARK · Q1 20265 peers · EDGAR XBRL
COMPANYOP MGNR&D %REV GRWSG&A %
Waters26.1%4.8%+7.0%22.4%
Danaher22.6%6.5%+3.7%31.3%
Agilent21.3%8.2%+6.9%32.1%
Revvity18.4%7.1%+2.1%33.8%
Bio-Rad1.8%10.7%+0.6%38.4%
Bio-Rad 1.8% op margin: structural risk flag · 3 analysts cut targets
Need to go deeper on a specific competitor? Ask Marlow ties it all together.
06

Ask Marlow

PRO

Your Life Sciences intelligence analyst — on call, fully briefed, and already up to speed on your entire account and competitor universe.

  • AI analyst with your full platform context loaded: mIQ scores, mGS scores, trial data, competitor baselines, macro signals — answers are sourced, not hallucinated
  • Ask anything: which accounts are most likely to expand capacity, where a competitor is gaining share, how to frame your position for the board
  • Upload your own docs — call notes, positioning decks, field intel — and Marlow synthesizes internal and external context in the same answer
m
Ask Marlow
● Live context: 950 accounts · 108 competitors · 16000+ trials
Which accounts just hit a Phase 3 milestone this week?
Three this week:
Eli LillymIQ 9.4
Eloralintide Phase 3 — obesity
AstraZenecamIQ 8.9
dato-DXd NSCLC Phase 3
BioNTechmIQ 8.2
BNT122 pancreatic adjuvant
Sources: CT.gov · May 9, 2026
Ask anything about your market...
Ready for a full GTM assessment? GTM Diagnostic structures it end-to-end.
07

GTM Diagnostic

PRO

Structured AI-powered diagnosis of any company's market position, ICP coverage, and GTM effectiveness — with prioritized tactical recommendations.

  • Three-panel assessment across market position, ICP coverage, and GTM effectiveness — each with risk level, evidence-backed findings, and confidence-weighted hypotheses
  • Generates across 9 recommendation categories: Account Targeting, Marketing, Sales & BD, Routes to Market, GTM Investment, Service Model, AI GTM Enablers, Enablement, and Sales Compensation
  • Submit field intel — meeting notes, competitive observations, rep feedback — and Marlow incorporates it into the next refresh. Drill into any finding directly with Ask Marlow
GTM Diagnostic
Agilent Technologies
Updated today
HIGH RISKMarket Position
Instrument portfolio anchored to legacy workflows. Competitor mGS scores trending up across 4 of 6 adjacent segments.
Share pressure: 10x Genomics gaining in spatial transcriptomics — 3 Tier 1 pharma accounts converted in Q1 2026
Pricing signal: MGI announced 22% sequencer price cut in APAC — margin exposure in cost-sensitive accounts
MEDIUM RISKICP Coverage
Strong in large pharma and CROs. Emerging biotech underpenetrated — high mIQ cluster with low current coverage.
Coverage gap: 47 high-mIQ accounts in ADC manufacturing vertical not in current territory assignments
Tactical Recommendations
🎯 IMMEDIATEAccount Targeting
Activate 12 ADC accounts with mIQ 7.5+ in Q2 before competitor enters renewal cycle
📅 THIS QUARTERSales & BD
Run competitive displacement play on 10x spatial accounts — focus on workflow cost/throughput
Drill into this with Marlow →
Live and updating
105+
competitors monitored
950+
customer accounts scored
16000+
active clinical trials tracked

Updated continuously. Synthesized weekly. Available now.