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The Business

Revenue model, legal framework, and the questions we're asking before we collect a dollar.

Revenue Projections

Conservative model. Gorham-only launch. One operator. Revenue from all three marketplace tiers.

MetricMonth 6Month 12Month 18
RTA introductions/month3815
Open Marketplace subscribers102550
First Look subscribers2815
Monthly revenue $5,525 $17,100 $42,000
Annual run rate $66K $205K $504K

Cost Structure

CategoryMonthlyNotes
Tech stack$260-425See Platform page
Direct mail$200-500200 postcards/month at $1-2.50 each
ATTOM data$100-500Production API access
Legal / compliance$0-2,500Initial review, then as-needed
Total monthly burn$560-1,925
TOTAL STARTUP COST
$5,000 — $10,000
Bootstrappable from revenue within 90 days of first mail drop

Milestones

Legal Review & Entity Formation

Attorney review of fee structure, RTA agreement, and marketplace terms. Maine LLC formation. Name reservation.

Founding Agent Recruitment

Recruit 5-10 founding agents in Gorham/Cumberland County. Founding member pricing. These agents help validate the marketplace before the first seller mailer drops.

First Mail Drop — Spring 2026

200 personalized postcards to Gorham homeowners. Each carries a real AVM-derived valuation. AI voice agent answers inbound 24/7.

First 10 Seller Consultations

Carson answers every call personally. Refine the script, the report, the consultation flow. Capture every data point. These first 10 define the product.

First Right to Announce Introduction

The first warm handoff between a SA seller and a SA-ranked agent. Revenue day one. The flywheel starts turning.

ATTOM Production Access

Upgrade from trial to production API. Automate the Intelligence Report pipeline end-to-end. Scale from Gorham to Cumberland County.

York County + New Hampshire Expansion

Same pipeline, new markets. Every state has a real estate commission. Every county has an assessor. The model is portable.

Legal Framework

SA's legal position rests on structural independence — no license, no commission, no contingent fees. Attorney review is the first gate before any fee is collected.

The Angi Precedent — Deep Dive

Angi (formerly HomeAdvisor) has operated the same marketplace structure SA proposes — non-contingent fees from an unlicensed platform connecting homeowners to service providers — for 26 years, across all 50 states, generating $1.19B in annual revenue (2024).

The FTC conducted a multi-year investigation of Angi (2022-2023). Findings: deceptive marketing violations only. The FTC never challenged the fundamental legality of non-contingent lead fees from a non-licensed platform. No state has ever restricted or banned the core model.

SA applies the identical structure to real estate — the one major home services category Angi does not touch. The legal architecture is proven. SA's specific application to real estate requires attorney confirmation, which is why legal review is gate one.

Competitive Legal Landscape

Geodoma v. HomeLight — A current federal case characterizing HomeLight as an "upstream supplier" collecting transaction-contingent referral fees. Challenges the Section 8(c)(3) cooperative brokerage safe harbor that UpNest, HomeLight, Clever, and Sold.com all rely on.

SA's non-contingent model is structurally immune to this challenge. SA's fee trigger is service delivery (subscription access or introduction), not transaction outcome. If Geodoma succeeds, it damages SA's competitors while leaving SA's model untouched.

Three Questions for Attorney Review

1. Does RESPA Section 8 reach non-contingent fees paid by agents to an unlicensed platform?

SA's position: No. Fees are paid for marketplace access and introduction services, not "pursuant to any agreement that business shall be referred." REDX and SmartZip operate identical non-contingent subscription models without RESPA challenge.

2. Under Maine law, do SA's activities constitute real estate brokerage requiring licensure?

SA does not list properties, negotiate terms, represent parties, or facilitate closings. SA provides property valuation consulting (from public data), agent performance analysis (from public records), and managed introductions. The question is whether curating which agents see a seller lead constitutes brokerage activity under 32 M.R.S.A. Section 13198.

3. Does the Intelligence Report's valuation trigger appraiser licensing requirements?

The report provides a data-driven market comparison using AVM data, comparable sales, and assessed value ratios — not a formal opinion of value. The report explicitly disclaims appraisal status. But it does include a dollar-figure property valuation, and the line between "market analysis" and "appraisal" under USPAP and Maine law needs attorney confirmation.

These questions are presented openly. SA's operating model is designed to stay on the right side of all three — but "designed to" is not "confirmed by counsel." That's why legal review is the first milestone, not the last.

What May Be Patentable

Several elements of SA's methodology may constitute patentable business methods or systems. These are flagged for attorney assessment:

The Anonymized Scorecard as Conversion Mechanism

A system that presents verified agent performance data in anonymized form (Agent A, B, C) to generate a gated conversion path — the seller must engage the platform to receive named introductions. The free report delivers full value; the monetization follows naturally from the information gap between anonymized performance data and agent identity. No existing competitor uses this structure.

Multi-Source Centroid Scoring

A method for computing agent performance by cross-referencing three structurally independent data sources — government licensing records (credentials), town assessor sale records (transaction verification), and automated valuation models (property benchmarking) — where no single source contains sufficient signal alone. The composite score emerges from the parallax between sources, not from any individual dataset.

The Self-Report Integrity Signal

A method for measuring agent trustworthiness by computing the delta between an agent's self-reported transaction history and the verified public record. The distance between the claim and the data — not the data itself — becomes a behavioral integrity metric. An agent who reports 34 transactions when deed records show 28 produces a measurable signal that no other platform captures.

Performance-Gated Marketplace Tiering

A marketplace system where access tiers (Open → First Look → Right to Announce) are determined by verified public-record performance rather than advertising spend, bidding, or subscription level. Agents advance by serving sellers well, as measured by sovereign data — creating a marketplace where the incentive structure rewards the consumer outcome rather than the platform revenue.

Known Risks & Open Questions

These are the hard questions we're asking before we collect a dollar. Presenting them openly — because the rigor is the pitch.

Cold-Start Marketplace

Agents won't pay without sellers. Sellers won't come without agents. This is the classic two-sided marketplace problem. SA's mitigation: recruit 5-10 founding agents with reduced-rate founding member offers BEFORE the first mail drop. Carson's local network is the asset — he knows agents in Gorham by name. The first sellers see a marketplace that already has agents in it. But the risk is real: if founding agent recruitment stalls, the mail drop has nowhere to send its leads.

Agent Churn

What happens when an agent subscribes to Open Marketplace for 3 months and gets zero introductions? Real SaaS churn for SMB products runs 5-10% monthly. SA needs a retention strategy — monthly performance reports showing marketplace activity, pipeline visibility, scorecard updates — to keep agents engaged through the ramp period. If early agents churn before the flywheel spins, the marketplace loses credibility.

AI Voice for a 65+ Demographic

SA's launch demographic — homeowners 65+ — is the least comfortable with AI voice agents. The 2a/2b fork in the seller journey (AI answers or route to a human) mitigates this, and Carson answers every call personally at V1. But as volume scales, the AI needs to be exceptional: warm, patient, never rushing, never robotic. If the first 30 seconds feel like a phone tree, the lead is lost. The voice agent script and tone are a make-or-break detail.

Zillow as Loss Leader

The empty quadrant is real today. But Zillow could enter it tomorrow — launching "Zillow Seller Advisor" with free reports and non-contingent agent fees, using it as a loss leader to capture the seller relationship upstream of Zillow Flex. Their structural independence claim would be weaker (Zillow has massive transaction-contingent revenue elsewhere), but their distribution advantage could overwhelm a bootstrapped startup. SA's defense: the behavioral dataset moat. Zillow can copy the structure but can't replicate 18 months of proprietary agent behavioral data. Speed to data depth is the race.

Non-Circumvention Enforcement Trap

If an agent circumvents SA (contacts the seller directly after receiving the introduction) and SA enforces the non-circumvention penalty, a hostile regulator could construe that enforcement as a de facto transaction-contingent fee — "SA collected money because a sale happened." The RTA agreement must be drafted so the penalty is for breach of the introduction agreement, not for the transaction outcome. Attorney review needs to stress-test this scenario specifically.

RTA Pricing Formula

The Right to Announce introduction fee ranges from $500 to $1,500. What determines where a specific introduction falls? Property value tier? Agent demand in the area? Seller readiness score? The formula isn't defined yet. This needs to be clear before the first agent pays — ambiguous pricing erodes trust. A transparent, predictable pricing matrix based on property value bands is the likely answer.

Errors & Omissions Exposure

If a seller relies on SA's Intelligence Report valuation and the number is materially wrong — the AVM says $500K, the home sells for $380K — what's the liability? The report disclaims appraisal status, but a seller who acts on the number may not read the disclaimer. E&O insurance must be in place before the first report goes out. The coverage scope and cost need to be established during legal review.

Competitive Moat

Structural Independence

SA earns no commissions and holds no RE license. No licensed brokerage can credibly say "we have no financial interest in whether your home sells." This isn't a marketing claim — it's an architectural fact. The independence IS the product.

Sovereign Data

SA's core data comes from government records that are free, permanent, and un-revocable. When the Anywhere Real Estate API denied access (gated behind brokerage contracts), the public records turned out to be stronger. The data pipeline cannot be turned off by a vendor decision.

Behavioral Dataset

Every Right to Announce engagement captures agent response time, follow-up quality, seller satisfaction, and outcome data. Over 18 months, this proprietary quality index becomes a dataset no competitor can replicate — because no competitor occupies the same structural position in the transaction.

The Anonymized Scorecard

The free Intelligence Report delivers massive value but doesn't reveal agent names. The only path to a named introduction runs through SA. This is a natural, ethical conversion mechanism — not lock-in. The value comes first. The monetization follows.

How SA Differs from Everyone Else

CompetitorModelSA Advantage
Zillow / Realtor.com Sell leads to agents. Seller is the product. SA works for the seller. Seller is the client.
UpNest / HomeLight Transaction-contingent referral fees (25-33%). Under legal challenge. Non-contingent fees. Structurally immune to Geodoma-style challenges.
FreedomSoft / REDX Data tools for agents. No seller relationship. SA owns the seller relationship. Agents come to SA, not the other way around.
Redfin Licensed brokerage with reduced commission. SA is not a brokerage. No license, no commission, no conflict of interest.
Angi (HomeAdvisor) Same marketplace structure — but doesn't touch real estate. SA applies the proven Angi model to the one category Angi leaves open.

What We're Looking For

A founding partner who brings complementary skills — legal/regulatory, agent network, operational scaling, or capital — and shares the conviction that sellers deserve an advocate who isn't paid to sell their house.

$5-10K
Total Startup Cost
90 days
To Revenue from
First Mail Drop
$504K
Month 18
Annual Run Rate
$0
Cost of V1
Data Pipeline