AI-Powered Content Verification for E-Commerce Teams
Enthusiast helps e-commerce teams validate product descriptions, reviews, and marketing copy—fast, reliably, and on your terms.
The Challenge with Content Verification
Product descriptions don't match catalog data
Marketing teams unknowingly publish outdated or incorrect specs
Reviews contain claims that violate policy or mislead customers
Internal QA relies on manual review and tribal knowledge
No clear audit trail for how decisions are made
Enthusiast Solves Content Verification with AI
Enthusiast helps your team validate content automatically by comparing it against your product catalog and internal documentation. Whether you're reviewing a blog post, ad copy, or a new batch of customer reviews, Enthusiast flags inconsistencies and highlights areas that need attention. Built on an open stack and designed for flexibility, it fits into your workflow—no black box required.
How It Works
AI That Understands Your Products
Connect your product catalog and content sources (e.g., CMS, review platform, internal docs)
Configure validation prompts to reflect your tone, rules, and brand language
Run automatic or on-demand checks on new content
Review flagged issues with traceable, explainable output
Fine-tune rules or prompts as your business evolves
Why Enthusiast for Content Verification
Open-source and customizable
Define your own rules, validation prompts, and review workflows. No vendor lock-in
Works with your stack
Easily integrates with existing tools via API or direct data connections
Secure and self-hosted
Run everything—including the LLM—on your infrastructure for complete data control
Built for e-commerce content
Understands product data, variants, specs, and context—right out of the box
Technical Flexibility
Built for Developers and Teams That Need Control
Full Python/Django/PostgreSQL/React stack
Open-source license for full transparency
Supports OpenAI, Mistral, Llama, and other LLMs
Customizable prompt chains and validation logic
Integrates with e-commerce platforms, CMSs, and review systems
Frequently Asked Questions
How does Enthusiast integrate with my e-commerce platform?
Pre-built integrations are available for most platforms. You can also connect directly to your database or API.
Can it be trained on internal documents?
Yes—just add your docs as a knowledge source and update prompts to reflect your content standards.
Is it secure and self-hosted?
Enthusiast is fully self-hostable, including LLMs. Keep everything behind your firewall if needed.
What LLMs can I use with Enthusiast?
It supports OpenAI, Mistral, Llama, and other API-accessible or self-hosted LLMs.
Can I customize how content is validated?
Absolutely. You can define prompt templates, decision logic, and how output is surfaced.
