Top AI Product

LLMs are confidently wrong about brands they barely know — the logo, the positioning, the competitors. Brandfetch’s Brand Context API is built to ground that: one API call returns structured data on 50M+ brands, including voice, mission, positioning, audience, and competitors.

## What it’s for

The pitch is grounding AI features so they stop hallucinating brand details. Feed an agent the real brand context and its output — ad copy, onboarding, recommendations — lines up with the actual company instead of a plausible guess. It can pre-fill an onboarding flow before the user types a word, just from a domain.

## Why it matters

This is the unglamorous infrastructure layer of the agent stack: not a smarter model, but cleaner inputs. Brandfetch frames it as “the scraping pipeline most teams never get around to building, already built.” As more apps wire agents into commerce and marketing, structured brand data becomes the difference between an agent that sounds on-brand and one that invents your tagline.