Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Smartlook without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Smartlook 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 Smartlook is firmly in the model's "session replay 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 session replay tools for product teams? | 30 | 4/5 | 6, 5, 6, 5 |
| Which session replay tool is most recommended for UX research? | 0 | 0/5 | — |
| What are the top session replay tools for websites? | 0 | 5/5 | 5, 5, 6, 7, 6 |
| Which session replay tools are most popular for SaaS companies? | 0 | 4/5 | 5, 6, 5, 6 |
| What is the best session replay software for finding usability issues? | 10 | 3/5 | 5, 5, 4 |
| What session replay tools do companies use to improve conversion rates? | 210 | 5/5 | 4, 8, 5, 7, 8 |
| Which session replay tools have the best heatmaps? | 70 | 3/5 | 5, 5, 4 |
| What are the best heatmap and session replay tools for small businesses? | 0 | 1/5 | 4 |
| What are the most recommended tools for session recordings and heatmaps? | 0 | 4/5 | 4, 6, 4, 5 |
| Which session replay tools are easiest to use for beginners? | 0 | 4/5 | 3, 3, 5, 5 |
| What are the best session replay tools for e-commerce sites? | 0 | 2/5 | 4, 4 |
| Which session replay platforms are best for web analytics? | 0 | 3/5 | 6, 6, 5 |
| What are the best session replay tools for tracking user behavior? | 0 | 4/5 | 5, 6, 4, 5 |
| Which session replay tools are good for customer experience optimization? | 0 | 5/5 | 6, 5, 7, 6, 4 |
| What are the top-rated session replay tools right now? | 0 | 5/5 | 7, 6, 5, 4, 6 |
This report focuses on Session Replay & Heatmap Tools because that is where Smartlook 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 AuthorityYou score 25 on recall but only 8 on retrieval (gap of +16.9). 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 Session Replay & Heatmap 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 11:10 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.