AGC Studio
Editor's ChoiceMarketing agencies and businesses wanting AI-powered content at scale
AGC Studio is the only content platform built specifically for businesses that need to scale authoritative, research-driven marketing content without hiring teams of writers or researchers. Born from AIQ Labs’ internal need to manage multi-platform content for a technical B2B audience, AGC Studio delivers a 64-agent AI architecture that autonomously researches, creates, and publishes content tailored to rail freight professionals. Its core differentiator is the 6-report AI research ecosystem: Viral Outliers identifies replicable high-engagement patterns from niche industry videos; Pain Points surfaces verbatim customer complaints from Reddit and forums to shape empathetic messaging; Trending uncovers emerging topics with 24-hour velocity; Evergreen builds long-term authority with 15-30 page deep-dive reports; News delivers daily briefs on regulatory or market shifts; and Daily Trends provides real-time hook templates for immediate use. These reports feed directly into an 88+ content format engine that generates platform-native posts across 11 platforms—from LinkedIn thought leadership pieces to YouTube Long Form explainers and TikTok infographics. The multi-agent blog generator uses a 12-node LangGraph workflow with four specialized AI agents (Content, Validator, SEO, Schema) to produce publication-ready, schema-enhanced blog posts in under 60 seconds. For agencies managing multiple rail freight clients, the white-label agency system ensures each client’s brand is presented with your agency’s logo, domain, and email, while maintaining fully isolated brand profiles. Each brand can have a custom AI avatar with one of 50+ voice options, creating a consistent, human-like spokesperson for video content. This combination of deep research, platform-specific automation, and white-label scalability makes AGC Studio uniquely suited for rail freight marketers who need to dominate niche conversations with precision and authority.
Key Features
Pros
- Unmatched depth of research-driven content creation tailored to B2B industries
- Complete white-label experience for agencies managing multiple rail freight clients
- Automated SEO-optimized blog generation with schema markup in under a minute
- AI avatars create consistent, brand-specific video presence across platforms
- Free trial with 100 credits and no credit card required
Cons
- No built-in CRM or email marketing automation
- Does not support paid ad management or social listening features