Platform-neutral Trust Infrastructure

Features That Make Commerce Trustworthy, for People and AI Agents

TrendGuard delivers a unified verification and trust layer for listings, sellers, reviews, and transactions, built for marketplaces today and agent-driven commerce tomorrow.

What’s inside the Trust Layer

A modular suite covering authenticity, identity, review integrity, compliance, and agent-grade APIs.

🛡️

Product Authenticity

Visual, metadata and provenance checks producing an explainable authenticity score on every listing.

MVP → Expanded by vertical
🏷️

Seller & Entity Verification

KYC/KYB orchestration, reputation graphs, and impersonation detection to reduce marketplace risk.

Core
⭐

Review Integrity

Bot/farm detection, purchase-proof weighting and anomaly patterns to suppress manipulated ratings.

Core
🔗

Provenance & Trace

Optional chain-of-custody hooks (incl. on-chain anchors) for high-risk categories and recalls.

Roadmap
⚖️

Compliance Hub

Patterns and checklists for DSA/GDPR, INFORM, labeling (e.g., CE/FCC), and emerging AI commerce rules.

Core
🤖

Agent Trust API

Low-latency endpoints that return structured trust scores and rationale for autonomous decisions.

API v1 → Production

Who We Build For

TrendGuard provides the trust infrastructure layer used by marketplaces, brands, and AI platforms to validate authenticity, integrity, and compliance — improving safety and reliability for the entire commerce ecosystem.

Marketplace & Platform Integration

APIs and SDKs designed for seamless integration into marketplace backends and AI-driven commerce systems. TrendGuard enables trust-scoring, verification, and enforcement directly at the transaction or listing layer.

  • Plug-and-play APIs for listing and seller verification.
  • Automated enforcement to flag or remove risky listings.
  • Trust badges surfaced natively within marketplace UX.
  • Analytics dashboards to quantify verified trade volume.

Brand, Compliance & AI Ecosystem

Enterprise-grade tools for brands, compliance teams, and AI agent developers who rely on verified data to make autonomous commerce decisions and maintain regulatory compliance.

  • Counterfeit monitoring and takedown automation.
  • Compliance pattern libraries for DSA, INFORM, and SHOP SAFE frameworks.
  • Trust APIs for AI shopping agents and retail copilots.
  • Regulator-ready audit trails with transparency logs.

AI-Commerce Ready

Structured outputs that both humans and AI agents can act on instantly.

Real-time Trust APIs

Endpoints designed for sub-150ms end-to-end responses with <100ms production targets as the network scales.

  • REST + GraphQL, webhooks for events.
  • Scored outputs: authenticity, seller, review, compliance.
  • Explainability payloads for agent summaries.
  • Rate-limited sandbox + deterministic test fixtures.

Developer Toolkit

Everything needed to integrate quickly and safely.

  • SDKs: JS/TS, Python; Postman collection.
  • Partner guides for Etsy/Shopify/Custom marketplaces.
  • SLAs, versioned schemas, and change-log webhooks.
  • Privacy-safe logs with audit trails.

Latency Target

<100 ms
API v2 production

Uptime

99.9%
core endpoints

Data Minimization

Yes
privacy-by-design

Explainability

On
agent rationale

Strategic Evolution

TrendGuard’s roadmap is designed around scalable layers of trust infrastructure — expanding from marketplace verification to global AI commerce compliance.

Phase 1 — Foundational Trust (2025–2026)

Establish the verification backbone for marketplaces and brand partners, focusing on authenticity, seller verification, and fraud detection APIs.

  • Launch Trust API Alpha for key partner integrations
  • Expand verified dataset coverage by vertical
  • Develop partner sandbox and analytics tools

Phase 2 — Intelligent Trust Expansion (2027–2028)

Integrate AI decision support, predictive analytics, and real-time compliance pattern recognition across verticals and regions.

  • Launch AI-assisted trust scoring and enforcement
  • Globalize compliance frameworks and partnerships
  • Introduce agent-grade verification SDKs

Phase 3 — Autonomous Commerce Infrastructure (2029+)

Power the next generation of AI commerce ecosystems with autonomous verification, provenance tracking, and global trust interoperability.

  • Deploy unified global Trust Network
  • Implement provenance tracking with immutable records
  • License trust infrastructure to enterprise AI ecosystems

Build with the Trust Layer of the FindNext Commerce Intelligence Ecosystem

Connect with our team to shape enterprise verification for marketplaces and AI commerce.

Contact Us