Understand how AI models represent your brand before the market absorbs the narrative.
BrandWise helps brand and digital teams measure brand presence in LLM answers, compare results across models, and review reports grounded in real evidence quotes.
AI answers are shaping perception, but most teams still lack measurement.
Brand visibility is becoming a blind spot
Teams know customers ask LLMs for recommendations, yet cannot see where the brand is shown, omitted, or displaced.
Mentions alone are not enough
You need to understand whether the answer reflects your intended positioning, not just whether the name appears.
Different models produce different narratives
Without scenario-based comparison, it is difficult to know which models elevate your brand and which favor competitors.
A simple operating flow for recurring AI brand checks.
Create a project
Set up a workspace for a brand or client account.
Define the brand
Add naming variations, positioning, tone of voice, attributes, and competitors.
Configure scenarios
Build intents, choose models, and add personas for multi-turn history runs when needed.
Run and review reports
Compare outputs across models and inspect evidence-backed metrics at scenario, model, and item level.
Six metrics built for brand decisions, not vanity dashboards.
Visibility
How prominently the brand appears in the answer.
Relevance
How well the mention matches the user intent and context.
Positioning Match
How closely the answer reflects your intended positioning.
Usefulness
Whether the mention helps the user act on the recommendation.
Top of Mind
Whether the brand is recalled ahead of competitors.
Consideration
Whether the brand makes the shortlist for evaluation.
Scores backed by evidence, model comparison, and report depth.
BrandWise is designed to produce usable reporting: compare models side by side, inspect the exact evidence behind a score, and move from scenario overview to detailed run items without losing context.
Model comparison
OpenAI
Strong visibility, weaker consideration
84
score
Anthropic
Balanced profile, stronger positioning
79
score
Lower mention rate, late placement
61
score
Report depth
Scenario, model, item, competitor item, and brand Top of Mind views
Evidence quotes tied to the dialog text
Saved views, filters, sorting, and flexible report columns
Built for teams that need repeatable AI brand measurement.
Brand and digital teams
Monitor how AI systems describe the brand, compare models, and track movement in visibility or positioning quality.
Agencies managing multiple brands
Run separate projects for clients, keep reporting structured, and compare representation patterns across accounts.
Structured for operational use, not just one-off screenshots.
Projects and roles
Separate workspaces, project access, and invite flows for distributed teams.
Billing control
Account-level AI Credits, project linkage, and run-level billing guardrails.
Run lifecycle visibility
Track completed, partial, failed, and billing-stopped runs with email notifications.
See how AI already talks about your brand.
Create a project, define your brand profile, run a scenario, and review a report with concrete evidence instead of guesswork.