DogfoodingMethodology PMM-1.0Refreshed 2026-07-16

We analyzed our own portfolio.
Every domain. Same methodology.

These are 14 real products from our founder's domain portfolio, each run through the exact market-sizing methodology this product sells. No cherry-picking: some markets are worth billions, one is worth about $1.5M — and the numbers say so.

How every number is computed

TAM = cited public anchor (rounded, ±30% band) · SAM = TAM × stated serviceable fraction · SOM = SAM × stated obtainable fraction. Every fraction ships with its rationale on the analysis page.

Honesty rules

Educational estimates only. No fabricated precision, no invented users or testimonials. Confidence is scored by a fixed rubric and capped at 80/100 because no primary research is involved.

Run it on your market

Each page ends with the same funnel a customer gets: run a live AI analysis of any market in about a minute, 3 free credits included.

Home Utilities & Conservation

Helps homeowners and renters stop guessing their water bill with bill analysis, a quick score, and savings calculators.

TAM anchor$20B
Serviceable$300M
Obtainable$1.5M
+10% YoY Opportunity 5.6/10 Confidence 60/100
Educational estimate · PMM-1.0 Full analysis →
SMB Marketing & Lead Generation

Matches a small business to a live lead path, personalizes the asset, and launches it with exact credit cost and human review.

TAM anchor$300B
Serviceable$300M
Obtainable$600K
+10% YoY Opportunity 4.8/10 Confidence 60/100
Educational estimate · PMM-1.0 Full analysis →
Website Builders & Web Presence

Turns one photo, a link, and a sentence into a live professional website in under 30 seconds.

TAM anchor$40B
Serviceable$400M
Obtainable$1M
+4% YoY Opportunity 4/10 Confidence 55/100
Educational estimate · PMM-1.0 Full analysis →
Sales Software / CRM

A CRM that builds itself: answer a few blunt questions, get a pipeline with automated follow-ups and three moves every morning.

TAM anchor$80B
Serviceable$1.6B
Obtainable$800K
+12% YoY Opportunity 5.9/10 Confidence 75/100
Educational estimate · PMM-1.0 Full analysis →
Consumer / Relationships & Gifting

Helps people nurture relationships with AI-guided prompts, thoughtful gestures, and customizable greeting cards.

TAM anchor$7B
Serviceable$210M
Obtainable$630K
+3% YoY Opportunity 4.3/10 Confidence 55/100
Educational estimate · PMM-1.0 Full analysis →
Founder Education & Business Formation

A guided sprint from idea to first paying customer in 30 days, with bite-sized lessons, AI copilots, and outreach scripts.

TAM anchor$1.5B
Serviceable$150M
Obtainable$750K
+6% YoY Opportunity 4.6/10 Confidence 45/100
Educational estimate · PMM-1.0 Full analysis →
Workforce Management

A zero-install morning readiness board: each crew member gets a private browser link for check-ins, breaks, and check-outs.

TAM anchor$10B
Serviceable$100M
Obtainable$1M
+9% YoY Opportunity 4.9/10 Confidence 55/100
Educational estimate · PMM-1.0 Full analysis →
Consumer Real Estate Tools

Analyzes any listing, decodes a Loan Estimate, and shows first-time buyers what they can truly afford — no jargon.

TAM anchor$500M
Serviceable$100M
Obtainable$500K
+5% YoY Opportunity 4.3/10 Confidence 45/100
Educational estimate · PMM-1.0 Full analysis →
Consumer Community / Pets

A neighborhood home for cat lovers: share sightings, ask questions, help strays, and play real-world quests.

TAM anchor$150B
Serviceable$75M
Obtainable$375K
+5% YoY Opportunity 4.9/10 Confidence 40/100
Educational estimate · PMM-1.0 Full analysis →
Hyperlocal Media

An independent local guide to the Cascade Avenue corridor in Southwest Atlanta: food, events, parks, transit, and history.

TAM anchor$1.5M
Serviceable$450K
Obtainable$22.5K
+3% YoY Opportunity 2.7/10 Confidence 45/100
Educational estimate · PMM-1.0 Full analysis →
AI Infrastructure / Human Data Ops

A trusted human-judgment layer for AI systems: expert evaluation, red teaming, runtime human-in-the-loop, and audit trails.

TAM anchor$4B
Serviceable$200M
Obtainable$1M
+25% YoY Opportunity 7.1/10 Confidence 70/100
Educational estimate · PMM-1.0 Full analysis →
Industrial Services / Circular Economy

AI triage and matching for industrial refurbishing: playbooks, true-cost guides, and vetted refurbisher checklists for plant operators.

TAM anchor$50B
Serviceable$100M
Obtainable$500K
+4% YoY Opportunity 4.9/10 Confidence 40/100
Educational estimate · PMM-1.0 Full analysis →
SaaS Procurement & Deals

Analyzes your SaaS stack against current seasonal sales and recommends specific deals and savings to claim.

TAM anchor$300B
Serviceable$150M
Obtainable$450K
+18% YoY Opportunity 6.6/10 Confidence 60/100
Educational estimate · PMM-1.0 Full analysis →
Consumer Legal Clarity

Paste any Terms of Service and get a plain-English breakdown of the risks, the gotchas, and what it means for you.

TAM anchor$200M
Serviceable$10M
Obtainable$100K
+9% YoY Opportunity 4.7/10 Confidence 40/100
Educational estimate · PMM-1.0 Full analysis →

Your market, same treatment

Type any market and get TAM/SAM/SOM, buyer segments, willingness-to-pay curves, and pain points — generated live by the product these pages showcase.

All figures on this page are educational estimates produced by the PMM-1.0 methodology from stated inputs and cited public anchors. They are order-of-magnitude tools for orientation — not audited market research, not financial advice, and not a promise of any outcome. Live product links are part of the same portfolio.