How the Website Stack Engine works

Methodology

We score fit first, resolve required layers second, calculate a planning cost range third, and only then attach outbound links.

1 · Constraints

Start with the business

Core inputs are business type, technical ability, what you sell, appointment needs and monthly budget. Conditional questions cover catalog size, content priority, team size and custom functionality.

2 · Hard filters

Remove bad fits

A 500-SKU store should not land on a lightweight creator storefront. A nontechnical five-page service business should not be pushed toward a developer-heavy framework without a reason.

3 · Scoring

Rank reference architectures

The v1 engine is deterministic. The same inputs produce the same architecture until the underlying tool evidence or decision rules change.

4 · Restraint

Say what not to buy

Every result includes unnecessary tools and upgrade triggers. We prefer a smaller stack until a workflow creates a real reason to add software.

The monetization firewall

Affiliate data is never imported into recommendation scoring. Affiliate programs can affect which editorial pages we build first, but they cannot alter which architecture wins the generator.

That separation is deliberate. A tool can be the primary recommendation even when we earn no commission from it. A 500+ SKU store, for example, can favor a mature commerce platform on fit alone.

Current scoring dimensions

DimensionBase weight
business model fit0.25
technical fit0.2
commerce fit0.15
budget fit0.1
workflow fit0.1
seo content fit0.1
scalability fit0.05
portability fit0.05

Decision rules adjust these starting weights when your business needs call for it.

Pricing policy

Reference-architecture cost ranges are planning envelopes, not vendor quotes. Exact plan pricing changes. Before we publish precise plan prices, the record should be connected to a dated evidence source and freshness check. Payment processing, domain registration, contractors, ads and custom development are shown separately where relevant.

Editorial corrections

If a tool changes its pricing, product scope, eligibility or technical limitations, we review the affected pages and generator results together.