Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Infoblox without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Infoblox 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 Infoblox is firmly in the model's "dns security 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 DNS security service providers for businesses? | 0 | 5/5 | 3, 3, 1, 3, 3 |
| Which DNS security services are most recommended for blocking phishing and malware? | 0 | 4/5 | 4, 3, 6, 5 |
| What are the top DNS security service options for enterprises? | 0 | 5/5 | 2, 2, 2, 3, 3 |
| Which DNS security services are popular for protecting remote users? | 0 | 4/5 | 7, 7, 8, 5 |
| What are the best managed DNS security services? | 0 | 5/5 | 2, 1, 3, 4, 3 |
| Which DNS security service is best for small businesses? | 0 | 1/5 | 4 |
| What are the leading cloud-native DNS security services? | 0 | 5/5 | 3, 3, 3, 6, 5 |
| Which DNS security services are best for stopping malware? | 0 | 4/5 | 2, 6, 3, 4 |
| What are the most trusted DNS security services for companies? | 0 | 5/5 | 3, 3, 3, 3, 3 |
| What DNS security services do security teams usually choose? | 0 | 5/5 | 7, 3, 2, 2, 6 |
| Which DNS security services are best for enterprise networks? | 0 | 5/5 | 2, 1, 2, 2, 2 |
| What are the best DNS security service vendors for threat prevention? | 0 | 5/5 | 2, 1, 1, 1, 2 |
| What are the most effective DNS security services for blocking bad domains? | 0 | 4/5 | 4, 5, 4, 5 |
| Which DNS security services are best for web filtering and threat protection? | 10 | 3/5 | 4, 4, 4 |
| What are the top-rated DNS security services right now? | 0 | 4/5 | 6, 7, 3, 8 |
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 50 on recall but only 34 on retrieval (gap of +16.0). 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 DNS Security 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 11:35 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.