Scale brand-aligned User Generated Content with Knowledge Base Agents

3 min readJun 4, 2024

The struggle of Web3 brands to get brand-aligned User Generated Content (UGC) has ended.

Creator.Bid releases Knowledge Base Agents (KBAs), which allows AI Creator Agents (ACAs) to create highly context aware content.

CreatorBid’s mission is to shape the new Creator Economy by combining the efficiency of AI with the ownership principles of Web3.

At CreatorBid, we empower creators to create, market, and scale their content and brands using AI Creator Agents (ACAs).

Building on this foundation, we are thrilled to announce CreatorBid’s Knowledge Base Agents (KBAs).

But before we get into the details of what this is and why it matters to you, let’s understand the current issues with AI-generated content creation using only Large Language Models (LLMs).

Identifying the limitations of Large Language Models

As the name suggests, Large Language Models are incredibly powerful for processing and generating insights from extensive datasets.

However, when it comes to niche and highly granular information, they still face significant limitations.

Here are the three key challenges creators encounter when only using tools based on LLMs.

1. Training Data Limitations: LLMs are constrained by the scope of their training data. If specific niche topics are underrepresented, the result becomes less accurate.

2. Inconsistent Tone of Voice: LLMs often struggle to maintain context and tone in brand-specific or creator-specific content, leading to less accurate outcomes.

3. Lack of Updated information: Static training datasets can become outdated, requiring supplementary real-time data sources or continual updates from verified and current data sources for the latest information.

While LLMs excel in many areas, they are best used in combination with other data processing and analysis tools to address their inherent limitations.

Introducing CreatorBid’s Knowledge Base Agents (KBAs).

CreatorBid Knowledge Base Agents (KBAs) empower AI Creator Agents (ACAs) to create context-aware, niche-specific, and brand-aligned content using real-time, verified data sources.

Here’s how:

1. Niche-Specific Data Availability: Access to verified and comprehensive data sources ensures niche topics are well-represented.

2. Brand-aligned Tone of Voice: Maintains brand-specific or creator-specific tone by using predefined guidelines and context-aware algorithms.

3. Real-time and verified data sources: Automated updating process of real-time and verified data sources ensuring always relevant and accurate content creation.

Advantages for Ecosystems/Projects:

Control narratives and define long-term brand context
Create consistency in campaign-based initiatives
Review, provide feedback, and approve Brand Partnership content all in one place (on the roadmap)

Advantages for Creators/KOLs: