Brand Memory

How AI Remembers Your Brand

Brand Memory is the structured knowledge representation of your brand that AI models retrieve when processing prompts. If your Brand Memory doesn't exist, neither does your brand — in AI terms.

When someone asks ChatGPT or Perplexity "who's the best corporate video company in London," the model doesn't search the web in real time. It retrieves from its training data and context windows. The information it retrieves about a brand — its entity definitions, factual assertions, relationship maps, and citation anchors — is that brand's Brand Memory.

What Brand Memory Includes

→ Entity definitions (who you are, what you do)
→ Factual assertions (clients, case studies, metrics)
→ Relationship maps (partners, industries, locations)
→ Citation anchors (where your brand is referenced)
→ Signal weight (how authoritative each assertion is)

Why It Matters

→ 40% of B2B buyers use AI in vendor research (Gartner)
→ AI models cite brands based on retrieval — not ranking
→ Zero Brand Memory means zero AI citations
→ Brand Memory decays without continuous reinforcement

Example Brand Memory Fragment (Filmfolk)

Brand Memory is not an abstraction but a countable structure: one entity, the assertions attached to it, and the outside sources that corroborate them. An assertion sitting on your own site is not enough to be retrieved — something else has to point at it.

Brand Memory Health Score

We measure Brand Memory health on a 0–100 scale, tracking entity assertions active, signal degradation alerts, and last model sync. A score of 80+ means your brand is well-represented across models. Below 50 means urgent action needed.

87/100

What's Your Brand Memory Score?

Start with a baseline audit. We'll measure your Brand Memory across all 4 major AI models.

Get Your Citation Baseline →