§ log.014 — canirunai got adsense, referral links, and a fresh coat of paint

I've been circling back to CanIRunAI the last few weeks. It's one of those projects where the core idea was solid — match open-source models to your hardware — but the polish was never quite there. Felt like I launched it and moved on before it was done being cooked.

So I've been fixing that.

what changed

Adsense is live now. Nothing aggressive, just a few placements that don't get in the way of the actual tool. If someone's looking up whether their 3060 can run Qwen, they shouldn't have to dodge banners to get the answer. The placements are tucked into the footer and between sections — visible but not annoying.

Referral links to RunPod and Vast.ai went in. Makes sense — if you're on CanIRunAI, you're either looking to run a model locally or rent GPU time. The referral links sit at the natural decision point: "your card can't run this model? here's where you can rent one for $0.30/hr." Low friction, actually useful.

Design polish. Redid some spacing, cleaned up the results cards, fixed mobile layout issues that had been bugging me. Nothing dramatic, just the kind of work that makes the site feel like a real product instead of a weekend project.

SEO. Added proper meta descriptions, better heading structure, and schema markup. The kind of invisible work you don't notice until it starts bringing in traffic from Google.

why this matters

CanIRunAI has been sitting at ~1,386 models tracked with weekly ingestion from HuggingFace. The pipeline works, the benchmark ranking works, the VRAM scoring works. What it needed was the layer on top — the part that makes it sustainable without me having to think about it constantly.

Adsense covers hosting. Referral links are small but compound. SEO is the long game, but the foundational work is done.

I'm happy with where it's at now. Not because it's perfect, but because it finally feels like a complete product instead of a prototype I forgot to finish.

I'll keep looking for new projects and ways to make the old ones work harder. That's the loop — build, ship, revisit, improve.

$ echo "the polish phase is underrated"
the polish phase is underrated