Measures what GPT-5 believes about beehiiv 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 beehiiv is firmly in the model's "email marketing 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 email marketing platforms for small businesses? | 1,600 | 0/5 | — |
| What are the top email marketing platform options for beginners? | 320 | 0/5 | — |
| Which email marketing platforms are most popular right now? | 320 | 0/5 | — |
| What are the most recommended email marketing platforms for newsletters? | 0 | 5/5 | 3, 1, 3, 3, 1 |
| What email marketing platforms do most marketers use? | 0 | 0/5 | — |
| What are the best email marketing platforms for startups? | 0 | 0/5 | — |
| What are the best email marketing platforms for small teams? | 0 | 0/5 | — |
| What are the best email marketing platforms for creators? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best email marketing platforms for e-commerce? | 0 | 0/5 | — |
| What are the best email marketing platforms for automation? | 0 | 0/5 | — |
| What are the top-rated email marketing platforms for growing a list? | 0 | 1/5 | 3 |
| What are the best email newsletter platforms available? | 210 | 5/5 | 1, 2, 1, 1, 1 |
| Which email marketing platforms are easiest to use? | 0 | 0/5 | — |
| What are the best email marketing platforms for agencies? | 0 | 0/5 | — |
| What are the best email marketing platforms for advanced automation? | 10 | 0/5 | — |
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 AuthorityYour TOM is solid on specialty queries but weaker on broad category questions. Seed content that frames your brand in the exact phrasing users use in broad queries, not just your specialty sub-category.
+5 to +15 on TOMYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBAOther brands in the Email Marketing 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 5:40 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.