Bonafide Makes AI Work

Creating the foundational infrastructure that enables generative and agentic commerce.

How to get aligned

Curate

Curate

Aggregates & validates enterprise content/data from all sources and structures it for machine readability.

01

Observe

Observe

Interrogates LLMs with thousands of brand specific prompts to identify misalignment.

02

Orchestrate

Orchestrate

Delivers the right context, to the right AI surface, for the right interaction.

03

Tune

Tune

Continuously optimizes how AI recommendations align with commercial goals across all AI surfaces.

04
Step 01

Curate

Aggregates & validates enterprise content/data from all sources and structures it for machine readability.

Gather everything the LLM’s know about your business in one place.

Host and maintain your centralized content library.

Track and ensure your digital information remains consistent and accurate across all endpoints.

Step 02

Observe

Interrogates LLMs with thousands of brand specific prompts to identify misalignment.

Test what platforms like ChatGPT, Gemini, and Claude know about 
your business.

Analyze misinformation, gaps, or product inconsistencies.

See how you stack up to 
your competitors.

Better understand the strengths and weaknesses of your agentic LLM reputation.

Step 03

Orchestrate

Delivers the right context, to the right AI surface, for the right interaction.

Publish accurate, verified information across sources where AI platforms are looking.

Distribute information in formats optimized for models to understand.

Track and update data to reflect ongoing changes with your business and the AI landscape.

Step 04

Tune

Continuously optimizes how AI recommendations align with commercial goals across all AI surfaces.

Our alignment process refines your product data to improve AI accuracy and customer relevance.

We analyze your AI performance to ensure measurable improvements in conversions.

Aligned product information leads to higher discoverability and better customer experiences.

This creates a consistent, trustworthy data foundation that scales with your catalog and channels.

Learn More

New channel. Same data problem. Same lost opportunity. Bonafide is the platform that aligns AI to you enterprise data and content across all use cases.