Don’t Clone the Incumbent.
Find the Wedge.
AI lets you build almost anything now — so everyone clones the obvious SaaS and gets crushed by its moat. I reverse-engineer real, profitable products (Supabase, PostHog, Plausible) into teardowns that AI-estimate viability across 7 dimensions and name the wedge a solo dev can actually win. A growing library of teardowns, not blank-slate ideas. The numbers are AI-estimated, and I say so.
Bannerbear
Wedge: zero-friction brand-kit-in / posts-out
Real teardowns from the live library — read them free
Be Honest. How Long Have You Been “Researching”?
Week 1
Browse Reddit. Save 12 posts. Feel productive.
Week 2
Google competitors for your top 3. Find 47 each. Panic.
Week 3
Read a blog about "validating ideas." Save it. Do nothing.
Week 4
New idea. Fresh excitement. Back to Week 1.
$0
wasted time
$0
missed revenue
$0
gone — no code written
You’re not bad at picking ideas. The process is broken. Manual research can’t tell you which incumbents are un-clonable, or where a solo dev’s wedge actually is — so you keep circling instead of building the angle you can win.
Every Teardown Is a 7-Dimension Read
Each teardown scores a real, established SaaS across 7 dimensions in one AI viability pass — market, timing, defensibility, pain, willingness-to-pay, execution, competition. The figures are AI-estimated, not audited, and I label them that way.
01Target Selection
Pick real, established, profitable SaaS worth tearing down
02Signal Extraction
Find where the product underserves users — the gap to exploit
03Market Sizing
Estimate TAM/SAM using search volume + competitor revenue
04Competitor Mapping
Identify existing players, their funding, pricing, and weaknesses
05Revenue Estimation
Model realistic MRR range based on pricing benchmarks
06Viability Scoring
7-dimension assessment producing a BUILD / PIVOT / KILL verdict (most land on PIVOT)
07Solo-Dev Feasibility
Filter out ideas needing teams, heavy capital, or VC-scale distribution
08AI-Buildable Check
Confirm a solo dev can ship the wedge with Claude Code or Codex in weeks
Real teardown
Bannerbear
Auto-generate social media visuals, ecommerce banners & videos via API
A growing library of teardowns of real, profitable SaaS.
Each one names the underserved wedge a solo dev can win.
Here’s What $49 Gets You
Everything you’d spend weeks researching — torn down, AI-estimated, and laid out so you can find the wedge.
A growing library of teardowns of real, profitable SaaS
Each teardown is a 7-dimension AI viability read of a real product — competition, execution difficulty, timing, and a BUILD/PIVOT/KILL verdict (most land on PIVOT) plus the wedge. No 'wouldn't it be cool if' lists.
Filtered for solo developers using AI coding tools
Every teardown points at a wedge a solo dev can realistically ship — not the VC-funded incumbent itself. The whole job is reading the incumbent (Supabase, PostHog) to find where NOT to clone it and the niche you can take with Claude Code or Codex in weeks.
AI-researched signals — labeled as estimates
AI-estimated viability signals and a named-competitor landscape — corroborated against live search where possible, labeled as estimates. It saves you the first pass of research; it's not firm-grade audited data, and I don't pretend it is.
A growing library — your access never expires
New teardowns are added as the library grows. Compare that to Trends.vc at $29/month or Starter Story at $29/month — you'd pay $348/year, forever, for less depth than you get here once.
Value: $348/yr saved
Lifetime access — no subscriptions, no expiration
Pay once. The library of teardowns keeps growing. Your access doesn't expire. No 'your trial ended' emails. No monthly renewals.
$49, once.
Less than one hour with a startup advisor.
Less than three months of any SaaS research subscription.
Less than the time you’ve already spent researching for free.
Built by a Developer, Not an Influencer
No YouTube channel. No Twitter threads. No face on the landing page. Just a developer who would rather ship code than shoot content.
I don't sell courses about building. I just build.
I was stuck in the same idea-research loop you're in. Instead of making a video about it, I engineered a system that solves it — a multi-stage pipeline that tears down real, established SaaS and AI-estimates their viability and the wedge. Then I iterated on it until the output was something I'd actually trust with my own time and money.
The product is the proof. Not my personality.
Every teardown is built from AI-estimated signals — search-volume estimates, competition density, trend direction — corroborated against live search, behind a quality gate that needs 3+ independent corroborating signals before it makes the database. Half-baked entries get rejected. What survives is worth your attention.
Engineered for the AI-native builder.
Every teardown carries competitor signals, trend direction, and a viability verdict — AI-estimated and corroborated against live search where possible, labeled as estimates, not audited facts. This isn't a wrapper around ChatGPT.
The work speaks. The database grows.
New teardowns are added as the library grows — by the pipeline, not by me curating a newsletter at a desk. The count goes up. You don't need to trust my face. Trust the system you can see working — read the free samples and check it yourself.
Some people build audiences. I’d rather build products.
This one’s for the people who feel the same way.
Still Thinking It Over? Good.
Skepticism is smart. Here are the questions I’d ask if I were you.
Two Ways This Goes
You don’t buy.
Tomorrow looks like today. More Reddit threads. More “is this idea any good?” spirals. You build the obvious clone, hit the incumbent’s moat, and stall. You save $49 and lose months going nowhere.
You buy.
Tonight you read teardowns of real, profitable SaaS — what’s defensible, what’s underserved, where the wedge is. Tomorrow you skip the obvious clone and build the angle you can actually win.
What to expect after you pay:
Instant access. No onboarding sequence. No drip-fed content. You log in and browse the full library of teardowns — every viability verdict, the 7-dimension scorecard, and the wedge. Figures are AI-estimated, labeled as such. New teardowns are added as the library grows. Pick a wedge and start building — the first pass of research is done.
$49
Lifetime access to a growing library of SaaS teardowns — built for solo devs, with AI-estimated viability verdicts and the underserved wedge for each.
No subscription. No renewal. No “your trial ended” emails.
Pay once. The library keeps growing — your access doesn’t expire.
Secure payment via Stripe. Instant access after purchase.