Transparency Trust Protocol
Every entity earns a score from 0 to 100. The score gates access depth across 10 ecosystem surfaces. Participation builds trust. Trust unlocks data. The glow is the wall.
10
Surfaces
5
Access Bands
8
Score Factors
24h
Cache TTL
7d
Decay Half-Life
8
Agents
Activity Feed
Simulated request stream across all surfaces. Crawler queries trigger verification fees.
Access Bands
5 credential levels governing API depth and data richness
Score Decay Curve
Exponential confidence decay with 7-day half-life. Score never drops below tier floor.
Day 0
72
100% confidence
Day 7
36
50% confidence
Day 14
30
25% confidence
Day 28
30
6% confidence
Score Calculator
Toggle factors to simulate a trust score. All 8 factors contribute to a 0–100 composite.
API Tier
Identity (KYC)
+0 unverified
State Regulator
+0 standard
Materials Contributed
cap 15Project Cycles
cap 30Reviews Passed
cap 15Account Age (days)
cap 10Data Contributions
cap 10Public Record
Level 0 · 0–10 pts
Factor Breakdown
Response Headers
Ecosystem Surfaces
10 surfaces enforce TTP scoring. Each surface applies band-gated access independently.
Marketing
mlsystemsri.com
Portal
app.mlsystemsri.com
Data API
api.mlsystemsri.com
Deconstruction
decon.mlsystemsri.com
Design Studio
design.mlsystemsri.com
Open House
mlsystemsri.store
Intelligence
mlsystemsri.info
Network
mlsystemsri.net
Experience
mlsystemsri.xyz
Loan Pit
pit.mlsystemsri.com
AI Crawler Monitor
AI user agents detected and gated. Unauthenticated crawlers receive 402 Payment Required.
MAJOR
OpenAI
GPTBot
ChatGPT-User
OAI-SearchBot
Anthropic
ClaudeBot
Claude-Web
Google-Extended
Gemini-Crawler
Meta
Meta-ExternalAgent
FacebookExternalHit
Microsoft
Copilot
Bingbot-AI
xAI
Grokbot
xAI-Crawler
MID-TIER
Amazon
Amazonbot
Apple
Applebot-Extended
Perplexity
PerplexityBot
Brave
BraveSearch
WATCH LIST
Common Crawl
CCBot
ByteDance
Bytespider
Cohere
cohere-ai
You.com
YouBot
Rate Limits
Per-band rate limits, token budgets, and burst allowances for autonomous agents.
| Band | RPM | Input Tokens/Day | Output Tokens/Day | Cost Ceiling | Burst |
|---|---|---|---|---|---|
Public Record | 30 | 500K | 100K | $30/day | — |
ML Verified | 120 | 2M | 400K | $120/day | — |
Full API | 600 | 10M | 2M | $600/day | 20 / 5s |
Double-Verified | 1,200 | 50M | 10M | $3K/day | 50 / 5s |
Ontology Licensed | 3,000 | 200M | 40M | $12K/day | 100 / 10s |
AI Crawler (unauthed) | 10 | — | — | per-query | — |
Protocol Principles
The philosophy embedded in the protocol's architecture.
The Glow Is the Wall
Deep access comes from participation, not just payment. Contributions improve data quality, which increases value of deeper access.
AI Crawlers Pay the 2nd Stamp
Public data is accessible, but we're the second verification layer. Every query triggers an incremental fee unless subscription-covered.
Economic Enforcement
Dishonest grading triggers audit flags. Low trust = reduced band = less data = less business. Enforcement through economics, not punishment.
Cache Decay, Not Hard Expiry
Scores don't expire — confidence decays exponentially. 7-day half-life. Stale data is less valuable but still accessible.
Portable, Not DB-Locked
Standalone apps validate against Data API. If API is down, circuit breaker kicks in, fallback to tier-based score.
Factor Breakdown for Audit
Every score is decomposed into 8 factors, stored in history. Complete transparency on how scores are calculated.