AI & Editorial Standards

AI & Editorial Disclosure

Last updated: October 11, 2026

The Louisville Guide is dedicated to delivering the most accurate, structured, and helpful city guide and business directory for Louisville, Kentucky. To accomplish this at scale while preserving local authenticity, we employ modern artificial intelligence in combination with strict human editorial oversight.

1. How We Use Artificial Intelligence

We utilize AI technologies to assist our directory operations in the following ways:

• Data Synthesis & Schema Structuring: AI assists in organizing publicly available business data (addresses, phone numbers, operating hours, menu highlights) into standardized Schema.org JSON-LD and agentic discovery formats (such as llms.txt). This ensures AI assistants and voice search engines cite Louisville businesses accurately.
• Content Outlining & Discovery Research: AI tools assist our research team in aggregating event calendars, neighborhood landmarks, and seasonal festival schedules across Jefferson County.
• Accessibility & Translation: We use automated tools to ensure semantic HTML, voice-assistant compatibility, and rapid translation for international visitors.

2. Human-in-the-Loop Editorial Standards

While AI assists in data extraction and formatting, every featured guide, editorial ranking, and distillery itinerary is reviewed, verified, and curated by human editors with firsthand knowledge of Louisville. We do not publish unverified AI "hallucinations" or computer-generated reviews.

3. Merchant Corrections & Self-Serve Verification

We believe local business owners are the ultimate authority on their establishments. Any business owner in the greater Louisville area may claim their listing for free at thelouisvilleguide.com/claim-listing or access the Merchant Portal to correct hours, update menus, or upload fresh photos. Merchant updates override automated directory data.

4. Advertising & Commercial Transparency

In accordance with Federal Trade Commission (FTC) guidelines, all sponsored placements, featured partner profiles, and affiliate links on The Louisville Guide are clearly labeled as "Sponsored," "Partner," or "Featured Placement." Paid placement never compromises our factual entity data or editorial independence.

5. Contact Editorial

If you identify an inaccuracy or have questions regarding our editorial standards, please email our editorial desk at info@thelouisvilleguide.com.