OUR EDITORIAL STANDARD

Evidence before
enthusiasm.

Software research for people who have work to do.

A working project, with a clear purpose.

Workflow Bench is the working name of AI Affiliate Engine, an early editorial project for solo operators and small teams. We compare software around specific tasks. The name is provisional; it does not imply a registered brand or a relationship with any listed vendor.

Our first article is based on official documentation. We have not yet completed hands-on product tests. Being listed here does not imply endorsement, certification or partnership.

How we evaluate a workflow

  1. Define the audience, input and intended result.
  2. Review primary sources and record the review date.
  3. Identify plan constraints and unresolved questions.
  4. When authorized, test under the same conditions and save evidence.
  5. Separate observations from interpretation, and disclose limitations.

Documentation review means we read public vendor material. Hands-on review requires recorded product use. A planned test is not a completed test. Empty measurements are not zero values.

We currently publish no overall scores. A future scorecard would require a defined rubric and sufficient observations. Affiliate commission does not determine findings or directory order.

AI may help organize research and prepare drafts. Generated claims require source review before publication.

Editorial & affiliate disclosure

There are no active affiliate links in this version. Tool buttons lead to ordinary official vendor pages. We do not earn a commission from these links.

If affiliate arrangements are activated later, affected links will be labeled and this disclosure will update. We will not claim an approved partnership before approval exists. Our comparisons include limitations regardless of any commercial relationship.

Do not assume a trial or free plan includes every feature discussed. Verify the current plan, renewal conditions and total price with the vendor before registering or purchasing.

A minimal site

This build has no newsletter form, account system, advertising pixels, third-party fonts or analytics scripts. Its search runs in your browser. It does not store search terms or tool clicks, and its code does not set cookies or use local storage.

The hosting provider may process IP addresses and request logs to serve and protect the site. Visiting a vendor link brings you under that vendor’s privacy practices. If analytics, forms or affiliate tracking are added, this notice must be updated first.

Updates & corrections

Every comparison includes its evidence level, review date and source links. Documentation can change after review. Findings should be rechecked before a purchasing decision.

A public corrections contact has not been configured for this MVP. The project owner can record a correction in the source data and publish a revised build.

Last editorial update: 2026-09-22