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Modash, Heepsy, DanSUGC β black box. You get a score, but not how itβs calculated, what data itβs based on, or what changed. We publish all of it. Compare on what matters.
Based on publicly observable feature sets as of May 2026. ~ = partial coverage
| Feature | Zera | DanSUGC | Modash | Heepsy |
|---|---|---|---|---|
Public methodology Full breakdown of how scores are computed, with weights and source data. | β | β | β | β |
Score audit log per creator Every score change recorded publicly, with reason and timestamp. | β | β | β | β |
Anti-manipulation review queue Suspicious score-pumping patterns flagged and reviewed by humans, publicly. | β | β | β | β |
Source citation on every hook Every hook in the library links to the real public post that inspired it, with engagement numbers. | β | β | β | β |
Multi-modal content analysis Visual + audio + caption signals, not just metadata. Cover frames, transcripts, slot-templated patterns. | β | ~ | ~ | β |
Brand Deal Readiness Score Composite score across 6 dimensions: audience, engagement, consistency, diversity, growth, niche clarity. | β | β | ~ | ~ |
Continuous monitoring of claimed creators Score updates as creator's metrics change β not a snapshot at signup. | β | β | β | ~ |
Public creator profile (SEO-canonical) Each creator gets an SEO-rankable public profile with score, tier, niche, share kit. | β | β | β | β |
Brand-fee-only pricing (no creator subscription) Creators pay $0 to be listed. Brands pay a small percentage on closed deals. | β | β | β | β |
Four artefacts every Zera creator and partner brand can verify themselves.
Every weight, every input, every decision documented. No secret sauce. If we change how we score, the version bump and rationale go in the changelog.
Read the methodology βEvery creator's score history, with reasons attached to every meaningful change. Brands can verify a score moved for legitimate reasons, not stuffing.
How the audit log works βPattern detection on suspicious score behaviour. Reviewed manually. Public dispositions. We name the behaviour, not the creator, until verified.
See the queue βEvery hook in the library links to the real public post that inspired it. We don't invent β we cite. The library auto-grows from new viral posts and retires unused ones.
Browse the library βFree brand account. You only pay a small percentage on deals you close. Every creator profile is public, scored on transparent methodology, with a score history audit log.