Editorial Policy
See how our team approaches product selection, research, and independent recommendations.
TechKnuckles is an independent buying-guide publication founded and edited by Rob Seccareccia. Our job is to help readers make a confident purchase decision in a specific category, for a specific use case, at a specific budget. This page explains exactly how our guides are produced and what we will and will not do.
Who is responsible for our content
Every published guide on TechKnuckles is reviewed and signed off by Rob Seccareccia before going live. The byline reflects that ownership. Read Rob's author profile for the transparent synthesis and methodology role behind the guides. Reach the editor at [email protected].
How we choose products
- Category-first. We start with a buying intent (“best ANC earbuds under $200,” “laptops for college”) rather than with whatever brand happens to have an affiliate program. The shortlist is built from current market availability, not last year's.
- Owner signal weighted over hype. We aggregate verified-purchase reviews across multiple retailers, weighting recent reviews and the use cases each product is actually marketed for.
- Replaced ≠ great. We exclude products that have been quietly superseded by a newer SKU, even when retailers still stock them.
- No pay-to-play. Inclusion in a guide is never sold, and ranking is never sold. See our Affiliate Disclosure.
How a guide is produced
TechKnuckles is a research-and-comparison desk, not a hands-on test lab. We synthesize manufacturer specs, retailer availability, owner sentiment, and cited third-party measurements where available. We do not claim first-person lab testing unless a future guide clearly documents that specific testing work.
- Specs are sourced from the manufacturer — not from retailer listings, which are frequently stale or wrong. We cross-check material claims (battery life, charging speed, display panel, IP rating) against the original product page or data sheet.
- Owner sentiment is aggregated across multiple retailers and weighted for recency. We surface the failure modes owners actually report (battery degradation, hinge issues, app quality) rather than the marketing bullets.
- AI-assisted drafting. We use AI tooling to summarize spec sheets, structure comparison tables, and produce initial drafts — the same way a modern newsroom uses tooling for transcription or research. AI does not produce the final verdict.
- Human editorial review. Rob reviews every guide before publishing: he checks that the “who is this for” framing is honest, that the trade-offs are spelled out, that the top pick is defensible at its price, and that nothing in the article contradicts what owners actually report.
- Ongoing updates. Guides are revisited as products are replaced, prices shift, or owner sentiment changes meaningfully. The “last updated” date on each guide reflects the most recent editorial pass.
Editorial independence
Our recommendations are based on usefulness, value, and the reader's stated need. We do not accept payment for positive coverage, guaranteed rankings, favorable conclusions, or inclusion in a roundup. Receiving a review unit from a manufacturer does not guarantee coverage and does not influence ranking.
If a product is bad — or simply wrong for the use case a reader is shopping for — we say so, regardless of whether it would earn commission.
Affiliate relationships
TechKnuckles is reader-supported. We participate in affiliate programs (including Amazon Associates) and earn a commission on qualifying purchases at no extra cost to readers. These relationships do not determine what we recommend. Full details are on our Affiliate Disclosure page.
Corrections
If you spot a factual error — a wrong spec, a broken claim, an outdated price, a product that has been replaced — email [email protected] with the article URL and the specific passage. We review every request, update the article when warranted, and add a correction note when the change materially affects a recommendation.
Contact
General contact details for press, partnerships, privacy requests, and corrections are on our contact page. Rob's author profile is available at /author/rob-seccareccia.