COMPETITIVE INTELLIGENCE FOR YOUR IDEA OR COMPANY 

Is my idea original or does it already exist?

Paste your product URL or describe the idea. Troviun measures the structural distance between your product and the market and returns a structural overlap index from 0 to 100, with dated evidence.

An independent instrument that measures structural similarity between digital products, with a forensic posture and evidence verified at the source.

Similarity scanner
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How it works

The comparison happens in the product DNA.

Paraphrasing copy is easy. Hiding a reverse engineered product is not.

STEP 01

Paste the URL (or describe it)

The scanner collects the landing page, the pricing page and the feature list: headline, block order and user journey.

STEP 02

The AI compares the DNA

Structural signals verified at the source measure the real distance between products across five dimensions, including the structural signature, the hardest one to disguise.

STEP 03

Get the dossier

Structural overlap index, a reading per dimension and timestamped evidence, ready for your internal review.

UX flow
how the user moves through the product
Value promise
what the product claims to solve
AI response
the shape of what the AI returns
Feature architecture
which pieces exist and how they connect
Structural signature
the hardest mark to disguise

Each dimension separates what is category convention from what is an execution choice. See the methodology.

Detected by the scanner

Three bands. Three different outcomes.

What separates a crowded market from full reverse engineering.

Legal SaaS3 days ago
91
Overlap 91 · Occupied ground
  • Mirrored flow: upload → score → savings
  • Same output format: a 0 to 100 grade plus critical clauses
  • The LLM decision promise converges

Illustrative case, anonymized data

B2B fintech1 week ago
58
Overlap 58 · Crowded ground
  • Value promise overlaps almost entirely
  • Pricing and packaging converge
  • The AI response diverges

Illustrative case, anonymized data

HR tech2 weeks ago
27
Overlap 27 · Open space
  • Same category, different journey
  • Natural feature convergence
  • No mirrored structure

Illustrative case, anonymized data

The number in each case is the structural overlap detected, on a scale of 0 to 100. The higher it is, the shorter the distance between the two products.

Who we are

A measuring instrument, with a forensic posture.

Troviun is an independent instrument for structural similarity. It measures the distance between your product and the market across five dimensions (flow, promise, AI response, feature architecture and structural signature) and returns an index alongside the evidence behind every reading.

We describe relationships between observed products and never claim intent, plagiarism or bad faith. Every product cited in the report was searched, opened and verified at the source, with a literal excerpt and a date stamp. Where there is no evidence, the report records the absence instead of filling the gap with an estimate.

The automatic scan works as triage. Every reading comes with a dated chain of evidence, a hash for each snapshot and the engine version that produced it, so any third party can rerun and check it.

Plans

From a one off scare to full portfolio coverage.

Run a free test today. Leave the radar on when the market heats up.

Radar
US$39/mo

Founders watching the market

  • 1 monitored product
  • Automatic weekly scan
  • Email alerts
  • Score history and diffs
Best choiceDefesa
US$149/mo

PMs and product teams

Saves US$15 per scan vs. Radar one off

  • 10 monitored competitors
  • Full report with dossier
  • Evidence dossier with SHA-256 + timestamp
  • Time comparison
  • Prioritized alerts
Fortaleza
US$349/mo

Accelerators and small portfolios

  • Up to 30 monitored products
  • Overlap map across monitored products
  • Early imitation alert
  • Everything in Defesa included
  • Dedicated support
Comando
US$990/mo

Funds and venture builders

  • Unlimited monitored products
  • Overlap map across portfolio companies
  • Early imitation alert
  • Monthly executive report
  • Up to 3 seats
  • Data export
  • Onboarding and dedicated support

Fair use: unlimited portfolio means up to 100 monitored products with weekly scanning. Above that, we talk about your case.

Frequently asked questions

What people ask before running a scan.

Run an analysis

Paste the URL. Read the score.

Every founder has a suspect in mind. Measure the structural distance instead of guessing.

Analyze now