Product visibility
What is product visibility?
Product visibility is a section in the brand dashboard showing how often AI models mention specific products — yours or competitors’ — in responses to the questions you ask. The data comes from the product_name field saved by the LLM during each snapshot.
The charts are available directly below the AI Competitive Positioning section on the /brands/[id] page.
View tabs
My Products (your own products)
The default tab. It shows visibility for products you defined in Settings → Brand → Products.
Available on all plans, including Free.
Competitor Products (Starter+)
Shows products matched to your active competitors (brand_competitors + aliases). GEORate looks at the brand_name_normalized field in mentions and checks whether it matches the name or alias of any competitor — if so, that product_name is assigned to this space.
All in Space (Starter+)
Shows all products that appear in AI responses and do not belong to your brand. This is the full product space — without filtering to the competitor list.
Both Starter+ tabs display data only for
granularity=day(daily series). Aggregate view (granularity=aggregate) is not available for external products because they do not have a foreign key to Supabase.
Chart sub-tabs
Each tab contains 4 metrics:
| Sub-tab | Description |
|---|---|
| Mentions | Number of product mentions per day |
| Sentiment | Average mention sentiment (range −1 to +1) |
| Position | Average position in AI rankings (lower = better) |
| AI SOV | Product percentage share of all mentions |
Comparing your own products with the space
In Competitor Products and All in Space, your own products are automatically overlaid on the chart as dashed lines labeled You. This makes it easy to compare your products with products visible in the AI space without switching views.
Product name matching
The LLM may save product_name with a brand-name prefix, for example "Tesla Model S" instead of "Model S". GEORate uses substring matching (not exact match):
- Your product
Model S→ matchesTesla Model S✓ - Your product
Model→ may also matchModel 3⚠ (false positive)
Mitigation: add precise phrases in product aliases — aliases are used to improve matching precision.
Interactive legend
Clicking a product in the legend hides/shows its line on the chart. This is useful when many data series are visible at the same time.
By default, the 6 most popular products in the space are shown (measured by mention count), and your own products are always added on top of that limit.
Availability
| Plan | My Products | Competitor Products | All in Space |
|---|---|---|---|
| Free | ✅ Full access | ❌ Locked | ❌ Locked |
| Starter | ✅ Full access | ✅ Available | ✅ Available |
| Enterprise | ✅ Full access | ✅ Available | ✅ Available |
Product summary table
On /brands/[id]/products, there is a Product Visibility table with aggregate data for your own products for the selected period:
| Column | Description |
|---|---|
| Product | Product name |
| Mentions | Total number of mentions |
| Avg. Sentiment | Average sentiment |
| Avg. Position | Average ranking position |
| AI SOV | % share within the mention space |