Last updated: September 4, 2026
AI For Freelancers publishes practical guides, comparisons, and reviews for independent professionals. This page explains how we research products, describe experience, correct mistakes, and handle commercial relationships.
Article types
Each article should use the label that matches how it was produced.
Hands-on review
We use this label only when the author or named reviewer has accessed the product and completed a recorded test. The article explains the version or plan, test date, tasks, evaluation criteria, evidence captured, and important limitations. A hands-on review does not mean every feature or long-term outcome was tested.
Documented demonstration
This label applies when a product was evaluated through an official demo, guided trial, webinar, or supervised product session. The article states the access limitations and does not present the demonstration as independent long-term use.
Research-based comparison
This label applies when the analysis is based on current product documentation, pricing pages, policies, reputable third-party evidence, and clearly identified user feedback. It does not imply personal use.
How-to guide
A how-to guide explains a workflow and identifies what was verified directly. Examples never use confidential client material, and generated examples are labeled when that context matters.
What we check
Depending on the topic, our review can include current pricing, plan limits, export options, integrations, data handling, training-data controls, ease of setup, output quality, required editing, accessibility, cancellation terms, and the needs of different freelance services.
We do not assign a numerical score unless the article publishes the scoring criteria and has enough evidence to apply them consistently.
Sources and updates
Important factual claims should link to the closest available primary source. Pricing, product features, privacy terms, and model availability are checked close to publication because they change frequently. Every article records its original publication date and material-review date. A date is not changed merely to make old content appear fresh.
When external evidence conflicts, the article explains the uncertainty instead of choosing the most promotional claim.
AI-assisted work
AI tools may assist with outlining, transcription, checking structure, or editing. A human remains responsible for the final claims, sources, examples, disclosures, and recommendations. Automation is not used to fabricate tests, quotes, credentials, client work, screenshots, or lived experience.
Images and screenshots
Articles use original screenshots captured from legitimate access, official press/documentation images used under their terms, or properly licensed natural photographs. AI-generated images and invented product interfaces are not used. Captions identify what an image shows, and source/license records are retained.
Affiliate relationships
Some links may earn AI For Freelancers a commission at no additional cost to the reader. Commercial relationships are disclosed near the relevant recommendation. Affiliate availability does not determine whether a product is covered or whether the conclusion is positive.
Corrections
When we confirm a material error, we correct it promptly and update the review date. Significant corrections should be noted in the article. Readers can report an issue through the site’s contact page and should include the article URL and the statement that appears incorrect.
Independence and limitations
AI For Freelancers does not guarantee income, rankings, client acquisition, time savings, or a particular business result. Product suitability depends on the reader’s work, budget, contracts, location, and privacy obligations. Readers should confirm current terms with the provider before purchasing or uploading client data.