Riva Picks Methodology

Ranking integrity

Evidence first. Commercial influence excluded.

Riva Picks turns TrustRiva’s structured catalog and published review evidence into transparent shortlists. A listing must first satisfy a page’s eligibility policy; only then can it receive a numbered rank.

Paid plans, featured listings, sponsorships and advertising never increase Riva Score or numbered Riva Picks rank.
Published best-of pages
26
Software & app pages
17
Company pages
9
Historical snapshot days
0

How a listing is ranked

1. Scope fit

The listing must match the best-of page’s structured scope, such as software category, granular product type, industry, market, platform, deployment model, target business size, company service or company country.

2. Evidence threshold

The applicable policy sets minimum published Riva Reviews, minimum Riva Score, minimum score confidence and, where configured, a Riva Verified requirement.

3. Deterministic ordering

Eligible listings are ordered by Riva Score, then Riva Score confidence, published review volume, raw published review average and finally name as a deterministic tie-breaker.

4. Historical snapshots

TrustRiva captures ranking snapshots so movement can be shown over time. A rank may rise or fall as review evidence, confidence, eligibility or competing listings change.

Active eligibility policies

PolicyTargetReviewsRiva ScoreConfidenceVerifiedPublished pages
Company Standard Evidence
v1.0
companies ≥ 1 ≥ 0.0/5 ≥ 0% Not required 0
Company Established Evidence
v1.0
companies ≥ 3 ≥ 3.0/5 ≥ 40% Not required 9
Software Standard Evidence
v1.0
Software & Apps ≥ 1 ≥ 0.0/5 ≥ 0% Not required 0
Software Established Evidence
v1.0
Software & Apps ≥ 3 ≥ 3.0/5 ≥ 40% Not required 17

Editorial controls

Editors may exclude a listing from one page or add an Editorial Spotlight to an already-eligible listing. A Spotlight adds context only; it never changes the numbered rank.

There is no manual “make this #1” control.

What Riva Picks is not

Riva Picks is not a paid leaderboard, a universal declaration that one product is best for every buyer, or a replacement for comparing features, pricing, implementation requirements and organizational fit.

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