01
Audience Scale
Cross-platform reach observed at a defined point in time.
GCI converts fragmented creator-business data into source-backed, rules-based benchmarks for capital, commerce, and future market products.
GCI SUBSCRIBER-PROXY POC
Source-backed calculation proof
POC level
1,873.85
Base level
1,000.00
Cohort
10 businesses
Period
Jan 2022–Jun 2026
Sparse public subscriber anchors are interpolated. This proof of concept demonstrates the sourcing and calculation workflow; it is not an investable index or investment performance.
Inspect the source trail →Source-supported cohort
10
Creator businesses
Historical POC
54 months
Jan 2022–Jun 2026
Methodology
v0.6
Rules-based framework
Target universe
100
Creator-led businesses
Benchmark framework
The framework combines measurable audience and business evidence with explicit data-quality and governance controls.
01
Cross-platform reach observed at a defined point in time.
02
Normalized interaction depth with integrity controls.
03
Direction, velocity, and persistence across observation periods.
04
Evidence of revenue channels, products, and owned distribution.
05
Concentration and portability across major platforms.
06
Source-supported partnerships, launches, and business activity.
07
Coverage, recency, source class, and verification status.
08
Documented exceptions, correction handling, and governance review.
Ways to partner
We are selecting founding design partners for focused, measurable pilots.
Help define verified profiles and independent benchmark reporting.
Opt-in cohort and data review
Test a source-backed cohort benchmark for diligence, discovery, or monitoring.
30-day scoped pilot
Evaluate data coverage, calculation outputs, API delivery, and future licensing requirements.
Product-design session
Design partner inquiry
Tell us which pathway fits. We will follow up to scope the right next step.