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How we rate and review

The app listing and guide library use different evidence. This page explains the upstream commercial score, what the editorial desk checks, and the claims readers should not infer.

Methodology last updated: 2026-08-22

How we rate

How the Sherpa Score works

The Sherpa Score is a feed-supplied commercial signal shown out of 10. The current app does not expose a reproducible per-component formula, and the editorial desk has not independently tested every brand or reproduced every score. It should be treated as a discovery aid, not proof of quality, compatibility, safety or likely outcomes:

  • Upstream score. The displayed order comes from a feed-supplied score. The editorial desk has not reproduced the upstream model or independently scored every app.
  • Audience label. Cards summarize feed-supplied audience text into a broad persona. Treat that as a discovery filter, not verified demographic research or an outcome prediction.
  • Free-tier label. The feed may mark an app free to start. Features, prices and limits can change, so confirm the current provider terms before relying on the label.

The editorial desk has not reproduced the upstream score.

What we check

What the editorial desk can evidence

  • Commercial listing. Generated from the current vendored feed. It is not a record of a fresh hands-on review by the editorial desk.
  • Guide evidence. Collection guides list the authoritative or primary guidance used, access dates, publication and update dates.
  • Safety language. Guides describe risk-reduction options without promising safety or making a victim responsible for another person’s conduct.
  • Corrections. Substantive article changes should update the visible date. We do not promise a response time.

Scope

What we leave out

The current feed adapter excludes a defined set of affair and explicit adult-hookup brands. That is a publishing-scope decision, not a safety or quality approval of every brand left in the listing. See our honesty page for our editorial standards.

Who reviews

The DatingSherpa editorial desk

Reviews and guides are produced and maintained by the DatingSherpa editorial desk. We model it as an honest collective editorial voice rather than a fabricated named “expert.”

Corrections

Spotted a mistake? Tell us

If a pricing detail, persona tag or verdict is out of date or wrong, email [email protected]. We assess reports and, when a guide is substantively corrected, should update its visible modification date. Response times are not guaranteed.

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Practical, sourced guidance for choosing and using dating apps, and app comparisons for US adults.

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DatingSherpa is a comparison publisher for adults (18+). The app listing uses feed-supplied commercial data and scores that the editorial desk has not independently reproduced. Guides are desk researched and informational; no score, badge or checklist guarantees a match or safety.

We borrowed the name Sherpa from a people of the Himalayan region. Our context page links directly to The Juniper Fund; this link is not evidence that DatingSherpa has made a donation. Why we're called Sherpa

© 2026 DatingSherpa by Alphalux · A Zpella brand · 18+

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