Measures what GPT-5 believes about Manual 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 Manual is firmly in the model's "specialty telehealth clinic" 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 specialty telehealth clinics for online care? | 0 | 0/5 | — |
| Which specialty telehealth clinics are most recommended? | 0 | 0/5 | — |
| What are the top specialty telehealth clinic options? | 0 | 0/5 | — |
| What are the most popular specialty telehealth clinics? | 0 | 0/5 | — |
| Can you recommend the best online specialty clinics? | 0 | 0/5 | — |
| What specialty telehealth clinics are worth trying? | 0 | 0/5 | — |
| Which are the best telehealth clinics for specialty care? | 0 | 0/5 | — |
| What are the leading specialty telemedicine clinics? | 0 | 0/5 | — |
| What are the best virtual clinics for specialist treatment? | 0 | 0/5 | — |
| Which online specialty care clinics are best overall? | 0 | 0/5 | — |
| What are the best telehealth clinics for specific conditions? | 0 | 0/5 | — |
| What specialty telehealth clinics have the best reviews? | 0 | 0/5 | — |
| Which specialty telehealth providers are most trusted? | 0 | 0/5 | — |
| What are the best specialty clinics that offer online visits? | 0 | 0/5 | — |
| What are the top-rated specialty telehealth providers? | 0 | 0/5 | — |
This report focuses on Specialty Telehealth Clinics because that is where Manual 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 AuthorityThe model knows your brand when asked directly (LBA > 0) but never volunteers you in category queries. You are outside the model's go-to list. Co-mention density with established category leaders is the single biggest lever: get listed in "Top 10 X" articles alongside the brands the model currently names.
+10 to +30 on TOM over 12-18 monthsThe model knows your category but may not name your specific products. Get product-level content into independent reviews, comparison articles, and ranked lists.
+5 to +15 on LBAOther brands in the Specialty Telehealth Clinics 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 23, 2026 at 2:11 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.