Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Arlo without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Arlo from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Arlo is firmly in the model's "smart security camera" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best smart security camera brands for home use? | 90 | 5/5 | 2, 1, 1, 2, 1 |
| What are the top smart security camera brands right now? | 0 | 5/5 | 1, 1, 1, 1, 2 |
| Which smart security cameras are most recommended for homeowners? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What are the most popular smart security camera options? | 0 | 5/5 | 2, 1, 1, 2, 1 |
| What smart security camera brands are worth buying? | 10 | 5/5 | 1, 1, 1, 1, 4 |
| What are the best rated smart security cameras for outdoor use? | 14,800 | 5/5 | 1, 1, 1, 1, 1 |
| Which smart security cameras have the best reviews? | 70 | 5/5 | 1, 1, 1, 1, 1 |
| What are the leading smart security camera brands for live monitoring? | 0 | 5/5 | 1, 1, 3, 2, 1 |
| What are the best smart security cameras for recording and alerts? | 30 | 5/5 | 1, 1, 1, 1, 1 |
| What are the most trusted smart security camera brands? | 0 | 5/5 | 1, 1, 1, 1, 1 |
| What smart security cameras do people usually buy for apartments? | 1,600 | 5/5 | 1, 2, 3, 2, 3 |
| What are the best smart security camera brands for indoor use? | 2,900 | 5/5 | 2, 1, 2, 2, 2 |
| Which smart security cameras are best for remote viewing? | 110 | 5/5 | 2, 1, 1, 1, 2 |
| What are the best smart security cameras with motion detection? | 2,400 | 5/5 | 2, 4, 1, 1, 2 |
| What smart security camera brands are the easiest to use? | 90 | 5/5 | 3, 3, 2, 3, 3 |
This report focuses on Smart Security Cameras because that is where Arlo scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 68 on recall but only 51 on retrieval (gap of +16.8). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Smart Security Cameras industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 12:22 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.