Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Reply without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Reply 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 Reply is firmly in the model's "sales engagement 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 sales engagement platforms? | 90 | 5/5 | 6, 6, 6, 7, 8 |
| What are the top sales engagement platform options? | 20 | 5/5 | 6, 7, 7, 8, 7 |
| What are the most popular sales engagement platforms for outbound sales? | 0 | 5/5 | 6, 6, 8, 7, 5 |
| Which sales engagement platforms are most recommended for sales teams? | 0 | 4/5 | 6, 6, 7, 7 |
| What sales engagement platforms do companies use for outreach automation? | 0 | 5/5 | 5, 7, 7, 6, 6 |
| What are the best tools for sales outreach automation? | 20 | 5/5 | 5, 5, 6, 6, 5 |
| Which sales engagement platform is best for outbound prospecting? | 0 | 0/5 | — |
| What are the leading sales engagement software options? | 0 | 5/5 | 6, 7, 9, 6, 6 |
| What is the best platform for email sequencing and sales outreach? | 0 | 3/5 | 4, 5, 6 |
| What are the best multi-channel sales outreach platforms? | 0 | 5/5 | 6, 5, 4, 5, 4 |
| Which sales engagement platforms are best for small sales teams? | 0 | 5/5 | 3, 4, 5, 3, 3 |
| What are the best sales engagement platforms for B2B sales? | 0 | 5/5 | 6, 7, 8, 5, 7 |
| Which sales engagement tools are best for SDR teams? | 0 | 4/5 | 5, 5, 6, 5 |
| What are the best outbound sales tools with sequencing? | 0 | 5/5 | 4, 4, 4, 6, 5 |
| What sales engagement platforms are worth considering? | 0 | 4/5 | 7, 7, 7, 9 |
This report focuses on Sales Engagement Platforms because that is where Reply 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 51 on recall but only 35 on retrieval (gap of +15.8). 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 Sales Engagement 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 7:29 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.