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S.O.ELive Sustainably

Scoring Methodology

v4.0

Transparent, evidence-based sustainability scoring — like a credit score, but for your environmental impact.

The S.O.E Score Formula

Your S.O.E score (0–100) is calculated using four components. This multi-prong approach rewards both what you do and how well you can prove it.

Score = (Base × 60%) + (Base × Verification × 25%) + Real Data Boost + Freshness Adjustment
Base Score60%

Your questionnaire answers across 8 sustainability pillars.

Verification Multiplier25%

How much of your base score is backed by approved documents or peer endorsements.

Real Data Boostup to +10 pts

AI-extracted real metrics from your documents (kWh, m³, km) replace estimates.

Freshness Factor±5%

Score reduces if your data is stale. Update your assessment to maintain full score.

Verification Multiplier

The multiplier scales from 0.5× (self-reported only) to 1.0× (fully verified). Upload documents and get peer endorsements to unlock your full score potential.

Evidence LevelMultiplierWhat it means
Self-reported only0.50×No supporting documents uploaded
1 approved document0.65×One pillar partially verified
2 approved documents0.75×Good evidence base
4 approved documents0.90×Strong verification
6+ approved documents1.00×Fully verified — maximum score
Peer endorsed (3+)+0.10×Bonus on top of document multiplier
Real Data Boost — The Document Parser

When you upload a document, our AI parser extracts real numbers (kWh, m³, km, kg CO₂). These replace questionnaire estimates with verified real-world data, adding up to +10 points. The document is deleted after parsing for privacy.

Document TypeExtractsBoost
Electricity billkWh used, period, provider+2 pts
Gas billm³ used, period+2 pts
Water billm³ used, period+1.5 pts
Flight receiptRoute, km, class+2 pts
EV purchase / travel summarykm driven, vehicle type+1.5 pts
Solar installationkW capacity, date+2 pts
CertificationCert name, issuer, date+1 pt

Maximum Real Data Boost: +10 points total.

Freshness Factor

Sustainability is an ongoing commitment. Your score reflects how current your data is. The freshness factor is applied daily by an automated job.

Days since last activityFreshness factorEffect
0–30 days1.00×No reduction
31–90 days0.95–1.00×Up to −5%
91–180 days0.85–0.95×Up to −15%
181–365 days0.70–0.85×Up to −30%

"Activity" = completing or updating your assessment, or uploading a verified document. Score never drops below 70% of your base score due to freshness alone.

The 8 Scoring Pillars

Your base score is calculated across 8 pillars. Each pillar is scored 0–100 and weighted.

🌍 Footprint & Energy

25%
Housing & energy sourceVehicle type & flightsDiet choices

💧 Water Conservation

10%
Shower & bath habitsLow-flow fixtures, rainwater harvestingOutdoor water use

🛍️ Responsible Consumption

15%
Fast fashion avoidanceDevice longevity & refurbishedMinimalist habits

💰 Sustainable Finance

10%
Ethical bankingESG / fossil-free investmentsEthical spending

♻️ Sustainable Practices

15%
Waste segregation & compostingSecondhand & repairCommunity participation

💼 Professional Impact

10%
% work in sustainabilityCertifications (LEED, GRI, etc.)Projects & publications

📢 Advocacy & Community

10%
Talks & workshopsVolunteering & community groupsPolicy engagement

Verification Bonus

5%
Document verification statusPeer endorsements
Badge Tiers
🥉
Bronze
25–44 points
🥈
Silver
45–64 points
🥇
Gold
65–79 points
💎
Platinum
80–100 points

Badge tiers are based on your final v4 score, which includes verification and freshness adjustments.

XP & Engagement System

XP is separate from your S.O.E score — it measures engagement, not sustainability. This keeps the score credible and prevents gaming.

ActivityXP
Daily check-in+10
Complete a weekly challenge+100–350
Upload & verify a document+200
Invite a friend (referral)+150
Share your badge+50
Bronze
0–499 XP
Silver
500–1,499 XP
Gold
1,500–2,999 XP
Platinum
3,000–5,999 XP
Diamond
6,000+ XP
Version History
v4.0April 2026 — Multi-prong formula: Base + Verification Multiplier + Real Data Boost + Freshness Factor. AI document parser extracts real metrics. Daily automated freshness decay.
v3.0March 2026 — Added Water, Finance, and Consumption pillars (8-pillar system).
v2.0January 2026 — Introduced verification multiplier and peer endorsements.
v1.0November 2025 — Initial 5-pillar questionnaire scoring.