Shanelle Roberts

My Work · Banking & Lending

Where Borrowers Leave

The diagnostic business behind my Diagnostics page. A public‑signals‑only research system that scores a bank or credit union's digital lending presence, ranks what it finds by severity, and hands the findings back as a fixed‑fee report.

The Problem

Qualified borrowers leave, and nobody can point to where.

01Friction

The application looks fine and still loses people.

A bank or credit union can pass every internal review and still lose well‑qualified borrowers before they finish an application. The site looks professional. The rates are competitive. The leak happens anyway, and most institutions have no mechanism to see it.

02Blind Spot

Nobody on staff is built to find it.

Community banks and credit unions are rarely staffed with a dedicated conversion or borrower‑acquisition researcher. Marketing vendors focus on traffic. Core vendors focus on compliance. The gap between the two, where borrowers actually drop off, belongs to no one.

The System

The Borrower Friction Index.

45Signals

Four domains, scored from public signals only.

Every institution is scored across website friction, fraud indicators, compliance gaps, and social media gaps. Nothing requires a login, an account, or contact with the institution being scored. Everything is built from what a borrower, member, or fraudster can already see.

112Institutions

Built and validated on real research, not a template.

The methodology was built and tested against 112 Texas banks and credit unions between $1B and $10B in assets before it was ever sold. 86% of every signal checked came back as friction, not a pass.

Read the research

The Delivery

Five fixed fees, smallest to largest.

$1,000
Mortgage Signal Report
A written diagnostic of the mortgage acquisition funnel, delivered in 3 business days.
$1,500
Bank-wide Signal Report
The same diagnostic, scoped across the institution's full digital acquisition footprint.
$3,000
Borrower Experience Audit
The Signal Report plus a narrated video walkthrough of the online loan application.
$3,500
M&A Signal Report
All 45 signals run against an acquisition target for brokers, built entirely from public signals.
$7,000
Borrower Experience Review
The complete engagement: report, video, live debrief, and a coded prototype of the reimagined experience.

My Work

See the rest of the work.

Every case study runs on the same four‑step Friction Index method, applied to a different industry.