Buy better. Not more.
Your AI buyer helps you decide what’s worth buying — and when it’s better to keep what you have.
“Is a $600 espresso machine worth replacing my moka pot?”
“Find a quiet coding laptop under $1,500 that won't overheat.”
“Which hiking boots are worth buying for rainy trails?”
Independent Decision Evidence
We never take manufacturer sponsorships or seller referral bounties. Every purchase inquiry is audited with zero commercial bias.
MacBook Pro M4 Max Upgrade Inquiry
32GB unified memory easily sustains active local LLMs and 4K ProRes timeline. The ~12% compile delta is imperceptible in practice.
Spending $3,499 for 5 saved seconds per compile equals $700/sec. Capital is far better deployed into runway or savings.
Stress-testing buyer impulse
Every decision undergoes adversarial review to reveal hidden maintenance costs, fast depreciation, and 30-day regret patterns before you buy.
Involve your team or partner
Share a 1-click decision card with your partner or co-worker. Peer consensus dissuades over 80% of emotional impulse purchases.
How Timo Decides
Timo replaces bias-ridden “Top 10” affiliate review listicles with a mathematical, buyer-aligned decision operating system. We test every angle so you never suffer buyer’s remorse.
1. Diagnose Genuine Need vs Impulse
Checking what you already own before suggesting spendingUnlike review sites built to push whatever item pays the highest commission, Timo first audits what you already own and your past purchase history. If your current setup meets your real needs, we explicitly recommend KEEP or REPAIR, saving you money.
2. Physical Fit & Real-World Compatibility
Dimensions, workspace layout, and ecosystem harmonyBuying an espresso machine that does not fit under kitchen cabinets, hiking boots unsuited for wet terrain, or an ultrawide monitor on a shallow desk causes instant regret. Timo checks physical dimensions, electrical requirements, and accessory compatibility to prevent surprise costs.
3. Second Opinion & Reality Check
Protecting you from marketing hype & buyer remorseEvery recommendation is challenged with Devil's Advocate honesty. We expose steep first-year depreciation curves, minor real-world differences, and answer the brutally honest question: "Who will regret buying this in 30 days?"
4. Friend & Partner Review
Invite a partner, friend, or colleague to vote before you buyMajor purchases above $500 often create household or personal budget friction. With one click, generate a lightweight decision card for your partner or friend to vote (Support Buy / Keep Existing / Wait for Sale) and reach confidence before money leaves your pocket.
Explore Decisions
The Unbiased Buyer Commitment
We align 100% with the buyer, never the seller. Our system is engineered to advise KEEP, WAIT, or REPAIR whenever an upgrade is unnecessary.
Anti-Impulse Defense
If what you already own covers >80% of your real needs, Timo actively advises against spending money, preserving your hard-earned capital.
Devil's Advocate Challenge
Every recommendation undergoes honest stress-testing. We expose steep first-year depreciation, minor real-world differences, and buyer regret traps.
Post-Decision Outcome Loop
We track buyer satisfaction and regrets over time. If a purchase gathers dust, Timo automatically records avoidance rules to your personal Buyer Memory.
Not sure what to buy?
Tell Timo your goal, budget, and constraints. Get one auditable, zero-conflict recommendation.