Trust Score Calculator — Rate Operator Proof-of-Work
Score any operator's verified proof-of-work on the same 70/20/10 trust model SenseiRanks uses to rank its leaderboard. No signup, no paid tier — paste your proofs and get a live 0-100 score.
Last updated: April 19, 2026
Trust score
41/100
Quality
29/70
Recency
9/20
Consistency
3/10
Parsed as large tier
Parsed as small tier
Parsed as large tier
How the trust score is calculated
SenseiRanks ranks every operator on the same 70/20/10 formula. The score is bounded at 100 and weighted to punish padding and reward depth.
- Quality (70 points): each proof earns a base score by media type — video 12, image 8, text 4. ROI tier multiplies base: large 1.8×, medium 1.4×, small 1.0×, unknown 0.6×. Anonymous proof takes a 15% reduction.
- Recency (20 points): proofs in the last 7 days get a 1.0× multiplier; 30 days 0.8×; 90 days 0.5×; older 0.2×.
- Consistency (10 points): volume bonus for 2+/5+/10+ proofs plus cadence bonus for 2+ or 4+ distinct active weeks in the last 90 days.
The full public methodology, including anti-gaming heuristics the live system applies, lives on the methodology page.
Proof tiers: what counts as large, medium, small?
- Large: $100k+ revenue, 5x+ return, 200%+ improvement, 100+ leads/bookings/sales
- Medium: $10k+ revenue, 3x+ return, 50%+ improvement, 25+ leads/bookings/sales
- Small: Any quantified claim below the medium threshold
- Unknown: Claim has no parseable numeric — likely needs more specificity
Frequently asked questions
What is a trust score?
A 0-100 rating of how credible an operator's verified results look in aggregate. SenseiRanks uses a 70/20/10 weighting — 70% proof quality, 20% recency, 10% consistency — applied identically to every operator on the leaderboard.
How accurate is this calculator?
This tool mirrors the public 70/20/10 algorithm used on SenseiRanks leaderboards. It applies the same ROI-tier parsing, media weighting, anonymous-proof discount, volume bonus, and cadence bonus. It does not include anti-gaming duplicate-fingerprint discounts (those require the full proof record), so scores from this tool tend to read a few points higher than a real operator's published trust score.
What counts as a 'proof'?
A piece of verifiable evidence tied to a client outcome — a video case study, a before/after screenshot with context, a written testimonial with attribution. Self-reported results without evidence don't count.
Why does anonymous proof score 15% lower?
Because anonymous proof is harder for readers to independently evaluate. It still counts — it just carries slightly less weight than fully-attributed proof in the trust score.
How do I improve my trust score?
Submit more verified proofs with specific ROI claims, keep at least some work fresh (last 30 days), and maintain steady cadence across multiple weeks. Video proofs weight highest, then images, then text. The full methodology is documented at /methodology/.
Publish your trust score
Claim a SenseiRanks profile — submit your proofs and get a permanent, public, citable trust score on the niche leaderboard.