Advanced assessment template and decision-support web app
SaaS Opportunity Scoring Lab
A friendly decision-support workspace that turns a rigorous B2B SaaS assessment model into guided inputs, visual analysis, and clear recommendations.
Context
What needed to improve.
The challenge
The client had a rough concept for evaluating B2B SaaS opportunities, but traditional consulting spreadsheets felt rigid, dense, and difficult for the team to adopt.
Constraint
The complex mathematical model needed an approachable interface
Constraint
Confidence and dimension weights had to remain explicit
Constraint
Recommendations needed deterministic, repeatable logic
The system
One clear path through the moving parts.
Before
Understand the working reality
The complex mathematical model needed an approachable interface
System
Build the operational model
Translated the framework into a guided soft-UI assessment flow
Result
Make the workflow usable
A rough business concept became a structured assessment system with organized inputs, automatic calculations, charts, and decision-ready visual outputs.
Implementation
What SheetFlow built.
Implementation decision
Translated the framework into a guided soft-UI assessment flow
Implementation decision
Built confidence weighting, assumptions, and deterministic status logic
Implementation decision
Created radar profiles, scatter plots, and an interactive sensitivity matrix
Key feature
Portfolio dashboard
Key feature
Assessment wizard
Key feature
Scorecard detail
Key feature
Bespoke SVG radar charts
Key feature
Sensitivity matrix
Key feature
Recommendation logic
Interface gallery
Original project views, kept readable.
Screenshots retain their natural aspect ratio. The source notes that interface records are reconstructed or synthetic for privacy.
Documented result
A rough business concept became a structured assessment system with organized inputs, automatic calculations, charts, and decision-ready visual outputs.
Google Sheets architecture
Scoring model
Confidence weighting
Bespoke SVG charts
Dynamic sensitivity matrices
Deterministic status logic
Client testimonial
A rough concept turned into a decision-ready scorecard
I had an excellent experience working with Muizz on developing a B2B SaaS opportunity assessment framework using Google Sheets. Despite starting with only a rough concept, he collaborated effectively to…
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