Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about IBM without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about IBM 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 IBM is firmly in the model's "siem platform" 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 SIEM platforms for enterprise security teams? | 10 | 5/5 | 3, 3, 3, 3, 3 |
| Which SIEM platforms are most recommended for threat detection? | 30 | 5/5 | 3, 3, 4, 3, 4 |
| What are the top SIEM platforms for security operations? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What SIEM platform options are popular right now? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| Can you suggest the best SIEM platforms for real-time monitoring? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What are the leading SIEM platforms for log management and alerting? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| Which SIEM platforms are considered the best overall? | 0 | 5/5 | 3, 3, 4, 3, 3 |
| What are the most trusted SIEM platforms for enterprises? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What SIEM platform should I look at for security analytics? | 0 | 5/5 | 3, 4, 3, 3, 3 |
| What are the best SIEM tools for detecting threats quickly? | 170 | 5/5 | 3, 3, 4, 3, 3 |
| Which SIEM platforms are best for large organizations? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What are the most popular SIEM vendors? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What SIEM platforms do security teams usually choose? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What are the best SIEM solutions for centralized security visibility? | 90 | 5/5 | 3, 3, 3, 3, 3 |
| Can you list the top SIEM platform options for businesses? | 0 | 5/5 | 3, 3, 3, 3, 3 |
This report focuses on SIEM Platforms because that is where IBM 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 48 on recall but only 27 on retrieval (gap of +20.8). 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 SIEM Platforms 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 11:38 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.