Proof of Usefulness Report

Data Excavator

Analysis completed on 2/6/2026

+21
Proof of Usefulness Score
You're In Business

The submission for 'Data Excavator' appears to be a legitimate software tool marred by a low-quality, template-based submission. Search results confirm the tool exists and is listed on software comparison sites like Crozdesk, described as a multi-threaded C# scraping server. However, the submission contains critical credibility flags: the traction claim ('most people have used my product') and financial metric ('all time marketcap: 2500000') match a known pattern of spam/bot submissions found across unrelated projects (e.g., Wolfpack Financial, Reborn Marketing). The claims are demonstrably false (audience is niche, not 'everyone'), and the domain appears inactive or redirects to listings. The score is severely penalized for false traction data and poor response quality, despite the underlying software likely having some historical utility.

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Score Breakdown

Real World Utility+6.25
Audience Reach Impact+1.00
Technical Innovation+6.00
Evidence Of Traction+1.25
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+18.75
Usefulness Multiplierx1.12
Final Score+21

Project Details

Description
With the data excavator, you simply can scrape any data from any website and use it for you own purposes. It’s a really simple and fast solution with minimal entry point for everyone who want to mine data and don’t want to read many of tutorials. Scraping process working based on .css and x-path selectors. Application includes crawling server, grabbing server (scraping server) and IO server. Each server written in pure multi-threaded model. The Data Excavator can be used in most of situations when you need to extract any-typed data from any website. May be, you want to create a e-commerce project and you search for a goods data source? May be you want to build a service for prices comparing? May be you are a big data specialist and must prepare some data set for analysing? Any task in data scraping that you can imagine you can solve with the Data Excavator application. We simply take any page and sequentially extract all data from it. You don’t need any settings – we have a ready-made configuration.

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline