Powered by Our Proprietary Scoring Model

Introducing the
Trust Engine™

The first AI-powered contractor trust platform that continuously learns from every completed job.

Every repair. Every review. Every photo. Every on-time arrival.

Every job makes TaskNuts smarter.

Reviews Are Broken.

Today's contractor websites depend almost entirely on star ratings. But star ratings tell only part of the story.

A contractor can have excellent reviews but constantly arrive late.

Another contractor may receive one unfair review despite consistently delivering exceptional work.

Reviews alone don't tell the whole story.

TaskNuts measures the entire experience.

Meet the Trust Engine™

The Trust Engine continuously evaluates contractor performance after every completed job.

It doesn't rely on opinions alone. It learns from real performance — powered by our proprietary scoring model.

Verified Reviews
Completion Photos
AI Quality Analysis
Budget Accuracy
On-Time Performance
Communication
Documentation
Repeat Customers
Warranty Claims
Change Order History
Professionalism

Powered by

TaskNuts Trust Engine™

=
TPI™

Introducing

TPI™

TaskNuts Performance Index™

The industry's first continuously improving contractor performance score — powered by TaskNuts' proprietary scoring model. Unlike traditional reviews, TPI evaluates the complete contractor experience using verified job data, AI analysis, and real performance metrics no other platform can access.

TPI™ Score

0
Platinum Contractor

Scores update automatically after every completed job.

More Than Stars

Traditional Reviews

A single number. No context. No depth. Easily manipulated.

TaskNuts

⭐⭐⭐⭐⭐
TPI™
AI Analysis
Performance History
Reliability
Professionalism
Verified Job Data

Trust isn't measured by one review.
It's earned over hundreds of jobs.

Contractor Progression

Each tier unlocks more opportunities. Tiers are earned—not purchased.

New

Just getting started

< 5 jobs

Bronze

Proven reliability

300 – 599

Silver

Consistent quality

600 – 699

Gold

Top performance

700 – 799

Platinum

Elite craftsmanship

800 – 849

Elite

The best of the best

850 – 900
Higher visibilityPremium jobsBetter payoutsGreater trust

How Contractors Earn Trust

TPI™ evaluates four dimensions of every completed job using our proprietary scoring model. Scores range from 0 to 900.

Evaluates the craftsmanship and durability of completed repairs. AI analyzes before & after photos, completion reports, and whether the fix held up over time—including warranty claims and follow-up visits.

The exact weighting and scoring algorithms are proprietary to TaskNuts and are not publicly disclosed to preserve the integrity of the TPI™ system.

Every Job Improves The System

As more jobs are completed, the entire system gets smarter.

Contractor recommendations improve
Matching improves
AI improves
Trust improves

Every completed repair makes TaskNuts smarter.

Why It Matters

Homeowners

  • Better contractor matching
  • Less risk
  • Higher confidence
  • Transparent performance
  • Organized repair history

Contractors

  • Build reputation
  • Earn higher tiers
  • Unlock premium work
  • Increase earnings
  • Grow their business

The Future of Home Maintenance

TaskNuts isn't replacing
contractors.

We're replacing uncertainty.

TaskNuts Trust Engine™ & TPI™ — The industry's first continuously improving contractor trust system.