Measures what GPT-5 believes about Red Canary 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 Red Canary is firmly in the model's "managed detection and response service" 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 managed detection and response services? | 0 | 0/5 | — |
| What are the top managed detection and response providers? | 90 | 2/5 | 10, 4 |
| Which managed detection and response service is most recommended? | 0 | 1/5 | 4 |
| What are the most popular managed detection and response companies? | 0 | 4/5 | 11, 11, 10, 10 |
| What managed detection and response service should I choose? | 0 | 1/5 | 4 |
| What are the best MDR vendors for businesses? | 0 | 1/5 | 7 |
| Which MDR services are considered the leaders in the market? | 0 | 4/5 | 8, 4, 3, 7 |
| What are the highest-rated managed detection and response services? | 0 | 2/5 | 4, 4 |
| What are the best managed detection and response options for enterprises? | 0 | 2/5 | 5, 3 |
| Which managed detection and response brands are worth looking at? | 10 | 1/5 | 6 |
| What are the best managed detection and response services for small businesses? | 0 | 1/5 | 9 |
| What are the top-rated MDR services for cybersecurity? | 0 | 4/5 | 4, 7, 3, 9 |
| Which managed detection and response services have the best reviews? | 0 | 5/5 | 3, 3, 3, 4, 3 |
| What are the best managed detection and response services for 24/7 monitoring? | 0 | 0/5 | — |
| What are the best managed detection and response providers for incident response? | 0 | 1/5 | 4 |
This report focuses on Managed Detection and Response Services because that is where Red Canary 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.
Your Authority is low across category queries. Users asking about your category do not see you. Priority: get listed in "best of" and "top N" articles for your category on domains with strong training-data crawl presence.
+10 to +25 on AuthorityYour TOM is solid on specialty queries but weaker on broad category questions. Seed content that frames your brand in the exact phrasing users use in broad queries, not just your specialty sub-category.
+5 to +15 on TOMYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBAOther brands in the Managed Detection and Response Services 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 22, 2026 at 11:42 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.