Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Officevibe without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Officevibe 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 Officevibe is firmly in the model's "employee feedback tool" 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 employee feedback tools for collecting ongoing feedback? | 30 | 5/5 | 4, 4, 6, 6, 2 |
| What are the top employee feedback platforms for engagement surveys? | 0 | 2/5 | 8, 8 |
| Which employee feedback tools are most recommended for HR teams? | 0 | 5/5 | 8, 5, 6, 7, 7 |
| What are the most popular employee feedback software options? | 0 | 5/5 | 6, 6, 6, 4, 4 |
| What are the best employee engagement survey tools? | 20 | 4/5 | 8, 8, 8, 8 |
| What are the leading tools for continuous employee feedback? | 0 | 5/5 | 5, 4, 4, 4, 7 |
| What employee feedback tools do companies use to improve retention? | 0 | 5/5 | 5, 4, 6, 7, 5 |
| What are the best platforms for employee pulse surveys? | 10 | 5/5 | 7, 4, 7, 6, 6 |
| What are the top-rated tools for workplace feedback and engagement? | 0 | 4/5 | 4, 4, 3, 5 |
| Which employee survey tools are best for engagement insights? | 390 | 1/5 | 5 |
| What are the best software options for gathering employee feedback? | 140 | 5/5 | 6, 1, 5, 4, 7 |
| What are the most trusted employee feedback and survey tools? | 0 | 3/5 | 10, 10, 8 |
| What are the best employee listening tools? | 0 | 5/5 | 5, 6, 6, 6, 9 |
| What are the top tools for measuring employee sentiment? | 0 | 5/5 | 7, 7, 5, 7, 6 |
| What are the best tools for anonymous employee feedback? | 0 | 5/5 | 5, 1, 1, 3, 1 |
This report focuses on Employee Feedback & Engagement Tools because that is where Officevibe 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 58 on recall but only 24 on retrieval (gap of +34.9). 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 Employee Feedback & Engagement Tools 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 8:13 PM
Click a prompt to expand its responses. 209 total responses across 72 prompts.