Methodology

How We Test AI Tools & Tactics

Every tool, tactic, and strategy on GloryAI is tested by our team before we publish it. Here's exactly how we do it.

Home Methodology

Our Promise

We only write about tactics we've tested ourselves. Every guide, every tool review, every case study comes from real experiments with real numbers. We don't do theory — if it doesn't work, we don't write about it.

This page documents our exact testing methodology so you can evaluate the credibility of every recommendation we make.

The 5-Step Testing Process

Every tool and tactic follows the same structured process before publication.

1

Selection

We select tools and tactics based on reader requests, market trends, and internal research needs. No paid placements — ever.

2

Setup & Baseline

We document the starting state: current metrics, baseline performance, and specific success criteria. Without a baseline, results are meaningless.

3

30-Day Testing Period

Every tool and tactic runs for a minimum of 30 days in a real business environment with actual users and traffic. Short tests produce false signals.

4

Metrics Collection

We track conversion rates, CAC, ROI, organic traffic, revenue impact, and time-to-value. Every metric is documented.

5

Documentation & Publication

We publish only if results are reproducible and positive. Negative results are documented as warnings so you don't repeat our mistakes.

Our Core Principles

Transparency

We disclose affiliate relationships, sponsorships, and any potential conflicts of interest.

No Paid Placements

We never accept payment for a positive review. Tools are selected on merit, not budget.

Data-Driven

Every claim is backed by measurable data. Opinions alone don't make it into our content.

Continuous Updates

Tools and tactics are re-tested as platforms evolve. Our content reflects current reality.

What We Don't Do

  • We don't publish sponsored content. If a brand pays for placement, we decline.
  • We don't test in sandboxes. Real traffic, real users, real metrics — every time.
  • We don't hide negative results. If a tool doesn't work, we say so publicly.
  • We don't use AI to generate reviews. Every review is written by a human who tested the tool.
  • We don't recommend tools we haven't used. Full stop.

Our commitment to you: If we can't verify a result with data, we don't publish it. Your trust is worth more than any sponsored post.

Who Tests

Our testing team consists of three senior practitioners:

  • Alexandru Popescu — Founder & SEO Lead. 10+ years in digital marketing, built and sold two agencies.
  • Maria Ionescu — Head of Content. Former B2B SaaS marketer, grew three newsletters past 10k subscribers.
  • Andrei Dumitrescu — Growth & AI Lead. Data scientist turned marketer, tests AI tools daily.

For specific reviews, we may consult external subject matter experts. All expert contributions are disclosed in the article.

Corrections Policy

If we make a mistake, we correct it publicly. Every correction is documented with:

  • The date of the correction
  • What was changed
  • Why it was changed

To report an error, email hello@gloryai.eu.

Read Our Editorial Policy

Learn how we handle sourcing, fact-checking, and external contributions.

Editorial Policy

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