Expertise & Credentials
Areas of Expertise
Credentials & Experience
- Certified AI Specialist
- Former Fintech Product Lead
- Contributed to Forbes, Entrepreneur, and TechCrunch
- Researched 100+ investment tools
The Story
I started LinkInvest in 2024 after spending countless hours (and dollars) testing AI investment tools for my own trading and research. I was frustrated by reviews that were either thinly-veiled ads or written by people who clearly hadn't used the product beyond a free trial.
With 8+ years in fintech and AI in fintech and AI, I knew I could do better. The AI investment tool landscape is noisy — new products launch daily, each claiming to revolutionize your workflow. But which ones actually deliver? That's what I set out to answer.
Every tool reviewed here has been personally purchased and tested in real workflows. Not quick demos — actual projects, over weeks of use. I document what works, what doesn't, and who each tool is actually best for.
Review Philosophy
Hands-On Testing
I pay for subscriptions and use tools in real projects. No sponsored content, no press release rewrites. Every review reflects genuine, extended usage.
Honest Opinions
Affiliate relationships never influence my recommendations. I'll happily tell you when a tool isn't worth it — even if it has a great affiliate program.
Regular Updates
AI investment tools change fast. I revisit reviews when products have significant updates and note the last update date on every review so you know the information is current.
Affiliate Disclosure
Affiliate Disclosure: This site contains affiliate links. I may earn a commission from qualifying purchases at no extra cost to you. All opinions are my own and based on genuine testing. This is not financial advice. This is not financial advice.
Some links on this site are affiliate links. This means I may earn a small commission if you make a purchase through my link, at no extra cost to you.
These commissions help support the site and allow me to continue testing and reviewing tools. However, they never influence my reviews. I recommend tools based solely on their merit, and I'm upfront about limitations regardless of affiliate status.
For full details, please read my Privacy Policy & Disclosures.
Get in Touch
Have a question, suggestion, or tool you'd like me to review?