Measures what GPT-5 believes about Radicle 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 Radicle is firmly in the model's "public git hosting 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 public git hosting services for open-source projects? | 0 | 0/5 | — |
| What are the top public git hosting platforms for collaboration and code review? | 0 | 0/5 | — |
| Which public git hosting services are most popular for open-source development? | 0 | 0/5 | — |
| What is the best public Git repository hosting service for teams? | 10 | 0/5 | — |
| Which git hosting platform is recommended for public repositories? | 0 | 0/5 | — |
| What are the most recommended cloud git hosting services? | 0 | 0/5 | — |
| What are the best Git hosting sites for public projects? | 0 | 0/5 | — |
| Which public repository hosting services are best for open-source code? | 0 | 0/5 | — |
| What are the best platforms for hosting public Git repos? | 0 | 0/5 | — |
| What are the top cloud services for Git repository hosting? | 0 | 0/5 | — |
| Which Git hosting services have the best collaboration features? | 0 | 0/5 | — |
| What are the best public code hosting platforms for developers? | 0 | 0/5 | — |
| What are the most trusted Git hosting services for open-source communities? | 0 | 0/5 | — |
| Which repository hosting services are best for public code sharing? | 0 | 0/5 | — |
| What are the best Git platforms for hosting open-source repositories? | 0 | 0/5 | — |
This report focuses on Public Git Hosting Services because that is where Radicle 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 Public Git Hosting 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 9:10 PM
Click a prompt to expand its responses. 202 total responses across 68 prompts.