Inventory sweep
Marketplace APIs and curated retailer feeds pipe in promising items with pricing, imagery, and metadata.
How we curate
15 guides in rotation and 2,611 products scored. Here's how the workflow runs end to end.
Three phases keep quality high
Automation narrows the field, scoring ranks the contenders, and editors finalize every recommendation.
Signal scoring
We weigh release timing, review velocity, price movement, and gifting fit to rank every product candidate.
Editorial pass
Editors fact-check availability, write blurbs, and assemble 12–18-item lineups ready for syndication.
Daily publishing rhythm
Each build runs on a repeatable schedule so updates land like clockwork.
- Automation syncs pricing, inventory status, and new arrivals.
- Editors review flagged products and slot new standouts into guides.
- Guides regenerate, metadata refreshes, and the static site deploys.
Quality guardrails
Checks fire on every run to catch anything that could erode trust.
Duplication control
IDs, URLs, and titles are normalized so repeats never sneak into a guide.
Price monitoring
We refresh price data daily and surface shifts that change the recommendation.
Compliance ready
Affiliate rel attributes, sponsored disclosures, and JSON-LD ship in every build.
Need something else?
Reach out if you want to collaborate, request coverage, or surface feedback.