Full disclosure.

1. Affiliate links

Many of the outbound links on this site — including every "Try [tool] →" button — are affiliate links. If you sign up through one of them, I may earn a commission from the tool's provider. It does not cost you anything extra, and it does not change my opinion of the tool. I only link to tools I run in my own businesses today.

I do not accept payment for reviews. I do not adjust verdicts based on commission size. If a tool I use loses my trust, it comes off this site.

2. AI avatar & AI voice

Videos and short-form content published under "The AI Research Guy" use an AI avatar and an AI voice of the real human operator behind this business — Adam Deshner (StressLess Automation LLC). The words, opinions, and business decisions are Adam's; the on-screen face and voice may be synthesized from Adam's own likeness and vocal profile using tools including but not limited to ElevenLabs.

Nothing on this site is generated by an AI persona pretending to be someone who does not exist. There is a real operator with a real business behind every claim.

3. What you won't see here

• Fabricated testimonials.
• Fabricated earnings screenshots.
• Fabricated user counts, ratings, or star reviews.
• Sponsored placements disguised as reviews.

Every visible number on this site is either real or omitted.

4. Contact

Questions about a specific relationship or a piece of content? Email adam@stresslessautomation.com and I'll answer directly.