CONFIDENTIAL — DO NOT DISTRIBUTE
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SignalOS

The AI-Powered Operating System for Your Job Search

Prepared by Zach Berenzweig & Justin Fowler · April 2026

Confidential — For Discussion Purposes Only

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CONFIDENTIAL

The Problem

Job searching is broken.
AI is making it worse.

42
Applications needed per interview
2.4% conversion rate
250+
Applicants per posting
Some roles get 340+
55-71
Days from application to offer
Average across industries
0
Products that orchestrate end-to-end
Tools exist. Systems don't.
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The Solution

One system that manages
your entire job search.

Find

Qualify opportunities against your real fit. Not keyword spam. The system recommends against poor-fit roles and explains why.

Apply

Tailored resume + cover letter + hiring manager ID. Built from your verified experience blocks. Written in your actual voice.

Prep

Comprehensive interview briefings with your proven stories mapped to likely questions. Mock interviews with feedback.

Track

Pipeline board, weekly scorecard, conversion analytics. Know exactly where every opportunity stands.

Outreach

Network mapping, warm intro paths, personalized connection requests. All in your voice, not AI-speak.

Learn

Every correction makes the system smarter. Voice calibration, feedback loops, and content integrity guards prevent fabrication.

20 purpose-built AI skills across 7 workstreams. Not a chatbot. An operating system.

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Traction

Built it. Used it. Proved it works.

44%
Application-to-interview rate
Industry average: 2.4%
18x
Better than average
Single-user, directional
14+
Interviews generated
Across 10 companies
32
Tailored applications
Unique materials each
11
Roles qualified OUT
Time and energy saved
30
Days to ship web app
Concept to production
"The founder IS the customer. He built this because he needed it, used it daily for months, and it works 18x better than the alternative."

What's Already Built & Deployed

  • Full web application in production (Next.js, Supabase, Vercel)
  • 20 AI skills with tool execution and feedback loops
  • Resume Lab with ATS-optimized block compiler
  • Conversational onboarding with voice calibration
  • Pipeline tracking, analytics, weekly scorecard
  • Gmail + Calendar integration
  • Admin dashboard with user management
  • Stripe billing integration
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Business Model

SaaS subscriptions with 88-99% gross margins

TierPriceIncludes
Free$0Limited messages, digest + apply only
Pro$29/moAll 20 skills, pipeline, analytics, resume lab
Unlimited$49/moPriority AI + BYOK + all features + uncapped usage

Blended ARPU: ~$37/mo (60% Pro / 40% Unlimited). Free tier is lead gen funnel.

COGS Waterfall (Already Deployed)

Baseline (unoptimized)
$24.30
$24.30
+ Prompt caching
$15.70
$15.70
+ Model routing + decomp
$9.40
$9.40
Current Production ✓
$4.50
$4.50
Roadmap (batch + cache)
$0.50
$0.50

Margin Progression

88%
Gross Margin at Launch
COGS: $4.50
ARPU: $37
94%
Growth Phase (Month 6+)
COGS: $2.30
99%
At Scale (Month 12+)
COGS: $0.50

vs. Business Plan Projection

The March business plan projected $13.90/user at launch. We've already optimized to $4.50 in production — 68% better than projected before a single customer.

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Competitive Landscape

Tools vs. Systems

Teal
$29/mo
Huntr
$40/mo
Jobscan
$50/mo
LinkedIn
$60/mo
PurpleChipMonk
Free / $29-49/mo
Resume builder
ATS optimization
Job tracking
Interview prep
Qualification framework
Voice calibration
Cross-skill intelligence
Content integrity guards
Self-improving feedback

Teal raised $18.5M for a resume builder. Jobscan raised $4.8M for keyword matching.
We do more than both combined. The moat isn't one feature — it's the orchestration layer.

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Financial Projections

Cash-flow positive by Month 15

MRR Ramp — 24-Month Base Case

$0.6K
M1
$3.2K
M3
$10.2K
M6
$18.8K
M9
$27.6K
M12
$35.5K
M15
$41.6K
M18
$51.5K
M24

Assumptions: $37 blended ARPU, 12% monthly churn, both founders full-time at $12K/mo

Key Milestones

MilestoneMonthUsersMRR
$10K MRR6275$10.2K
500 users9509$18.8K
$25K MRR11676$25K
750 users12745$27.6K
Cash-flow positive15959$35.5K
1,000 users161,000$37K
$50K MRR231,350+$50K

Snapshot by Quarter

Month 6
$10.2K
275 users
Month 12
$27.6K
745 users
Month 18
$41.6K
1,123 users
Month 24
$51.5K
1,392 users
Month 24 ARR: $618K
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Capital Model

Where the money goes — and when revenue takes over

24-Month Cash Flow Bridge

$0 $10K $20K $30K $40K+ 1 3 6 9 12 15 18 21 24 CF+ Month 15 Monthly Burn Monthly Revenue Investor Capital (the gap)

Total Gross Spend (24 Months)

Founder comp
$576K
$576K
Customer acquisition
$186K
$186K
Legal + ops + infra
$17K
$17K
Gross burn
$779K
$779K
Revenue (24 mo)
-$462K
-$462K
Net cash needed
$317K
$317K
+ 10% contingency
$32K
$32K
Total raise
$349K
~$350K

The math:

We spend $779K over 24 months. Revenue covers $462K of that. The investor funds the $317K gap + contingency. After month 15, the business funds itself. The investor's money is spent by ~month 15, and revenue carries everything from there.

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Growth Modeling

Path to $1M ARR

What $1M ARR Looks Like

2,252
Active paying users
at $37 blended ARPU
$83.3K
Monthly recurring revenue
$1M ÷ 12
$70K
Monthly net income
After all costs at scale
$1,126
Monthly AI COGS
$0.50/user at scale

Valuation at $1M ARR (Month ~32)

MultipleValuationBasis
8x ARR$8.0MConservative B2C SaaS
12x ARR$12.0MAverage early-stage SaaS
15x ARR$15.0MHigh-growth, 99% margins

Two Paths to $1M ARR

Average Ramp — 30-36 Months

Net new users/month100-130
Monthly churn15%
Ad spend at scale$15K/mo
CAC$40-50
LTV (4-month avg life)$148
LTV:CAC ratio3-4x
Total capital to $1M ARR$400-500K

Comparable: Teal's growth trajectory. Organic + moderate paid. Realistic for content-led GTM.

Accelerated Ramp — 22-26 Months

Net new users/month180-250
Monthly churn12% (better onboarding)
Ad spend at scale$25K/mo
CAC$35-45
LTV (5-month avg life)$185
LTV:CAC ratio4-5x
Total capital to $1M ARR$500-650K

Requires: viral content hit, strong referral loop, or strategic partnership (job board, outplacement firm).

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The Ask

Raising $275K - $350K

24-month runway. Cash-flow positive by month 15. Both founders full-time from day one.

Use of Funds

34%
Zach (full-time)
$288K
34%
Justin (full-time)
$288K
22%
Customer Acquisition
$186K
6%
Contingency
$48K
4%
Legal + Ops + Infra
$17K

Founder Compensation — Equal, Below-Market

Zach Berenzweig$12,000/moFull-time, 24 mo$288,000
Justin Fowler$12,000/moFull-time, 24 mo$288,000

Structure: $10K salary + $2K health insurance stipend. Expensed directly for tax efficiency. Both founders take ~60% below market rate for comparable roles.

What the money does NOT need to do

  • Prove the concept (18x industry avg, proven)
  • Build the product (built, deployed, in production)
  • Validate demand (organic content validates at $0)

Proposed Cap Table

Pre-money valuation: $1.5M - $2.0M

Zach 37.5%
Justin 37.5%
Investor 15%
ESOP 10%
StakeholderEquityBasis
Zach Berenzweig37.5%Co-founder, full-time, built the system
Justin Fowler37.5%Co-founder, full-time, architecture + ops
Investor(s)15%$300K at $1.7M pre-money
ESOP10%Reserved for key hires

Equal equity reflects equal commitment: both founders full-time, equal comp, equal skin in the game. Standard for two-founder teams at pre-revenue stage (YC median: 50/50 split).

Return Scenarios (15% equity on $300K)

MilestoneValuationInvestorMultiple
CF+ ($500K ARR, M18) $5M (10x) $750K 2.5x
$1M ARR (M30-36) $10M (10x) $1.5M 5x
$1M ARR (premium) $15M (15x) $2.25M 7.5x
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Team

45+ years of B2B tech.
Zero lines of code written by hand.

Zach Berenzweig Full-Time

Founder — Product, Content, System Architecture

  • 13 years: enterprise pre-sales, GTM enablement, solutions architecture
  • Adaptly → Accenture (acquisition), Accenture, Clearspeed
  • Built 20-skill AI system + shipped full web app in 30 days
  • IS the target customer — 44% interview rate using the system

Justin Fowler Full-Time

Co-Founder — Operations, GTM, Technical Architecture

  • 30+ years: product management, revenue operations, enterprise SaaS
  • Top Global Product Manager 2023
  • Director of Revenue Operations at Clearspeed
  • Built full-stack web application, manages technical infrastructure
"Two non-engineers who ship production software with AI tools. That's the meta-story: if we can build this, imagine what the product does for non-technical job seekers."
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Why Now

The window is open.
It closes when incumbents
bolt on AI features.

100K+

Tech professionals displaced since 2023. Experienced, savings, AI-fluent.

2026

AI finally capable enough for nuanced professional tasks — with guardrails.

0

Incumbents that orchestrate end-to-end. Category is unclaimed.

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Let's talk.

The system works. The product is built. The market is waiting.
Now it needs fuel.

Zach Berenzweig

zach.berenzweig@gmail.com

Justin Fowler

justin@justinfowler.com

CONFIDENTIAL — DO NOT DISTRIBUTE

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