We map your entire niche, then benchmark how defensible you are with source-traced evidence.
30 days · full-niche depth · source-traced evidence
Without niche-wide data, you keep selling to everyone, shipping features that don't move revenue, and guessing on moves that could make or break the company.
You sell to every customer type because narrowing feels risky without data
You ship what feels safe instead of what the market will pay for
The threat is often adjacent players serving the same job, not your top-10 list
Every month without market clarity is a month your competitors capture the positioning you should own.
A source-traced defensibility report you can act on before your next strategic bet.
Reviews and forums turned into positioning gaps and ICP signals competitors miss.
Every direct and adjacent competitor benchmarked on positioning, pricing, and features.
Every claim tied to raw data so you can weigh conclusions without re-verifying.
Strategic recommendations for your pivot, upmarket move, launch, or plateau.
AI flooded SaaS with lookalikes. Comparison content is unreliable. Founders need source-traced niche data before the next big bet. Gathering that depth is newly possible at a fraction of what consultancies charge.
ARR added in 6 months after an upmarket pivot
Customer responses analyzed per niche
Increase in daily customer acquisition (2–3 to 10/day)
We map how defensible you are and where you should grow next, with evidence on every claim, not slide-deck opinions.
We start from the customer job-to-be-done, not names you already track. We map adjacent alternatives consultancies miss. You see where you rank against every player in your category, with data you can verify, not slide decks.
Consultancies charge $50K–$90K for 5–10 competitors over 3 months. We map the full niche in 30 days.
For company-level decisions: ICP, positioning, upmarket, launch, and plateau.
"Where do we grow next with what we have?" Find the path forward without adding more features.
Move from SMB to agencies or enterprise with evidence, not gut feel. Uplight and Fedica both used this to go upmarket.
Build your roadmap from market data, not assumptions. Mastodon built a 2-year product plan from this research.
Know your defensibility before the term sheet. BlockChat used this for strategic clarity before acquisition.
See where you stand in your niche before investors ask. You get clarity on defensibility and positioning, not pitch polish.
We reverse-engineer markets from how customers actually find, compare, and talk about solutions, then benchmark defensibility across the full landscape.
How customers find, compare, and talk about solutions in your niche.
Companies competing for the same job from different industries.
Reviews, forums, and pain points mapped to features, positioning, and pricing.
Positioning, pricing, features, and competitive strength ranked with sources.
Every conclusion is source-linked and human-verified before delivery. It is not a slide deck you can't audit.
We don't just claim to be different. We prove it with concrete methodology and measurable results.
You get niche-wide depth that wasn't practical to gather by hand until recently. Every player, every claim source-traced.
A source-traced defensibility report and strategic recommendations, not a slide deck that sits in a drawer.
You own everything. No agency dependency. No recurring fees. Optional 6-month recheck to update your scores and track positioning progress.
We map your niche. You see where you rank. If you need to improve before a pivot or raise, we go deeper.
Request your niche benchmark. If there's a fit, we align on scope and timeline.
We'll respond within 48 hours. No spam.