Measures what GPT-5 believes about Sheets Laundry Club 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 Sheets Laundry Club is firmly in the model's "laundry detergent" 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 laundry detergent brands for everyday use? | 170 | 0/5 | — |
| What are the most popular laundry detergent brands right now? | 110 | 0/5 | — |
| What laundry detergent brands do people recommend most? | 0 | 0/5 | — |
| What are the top-rated laundry detergent brands for clean clothes? | 0 | 0/5 | — |
| What are the best laundry detergent options for families? | 0 | 0/5 | — |
| Which laundry detergent brands work best on tough stains? | 0 | 0/5 | — |
| What are the best laundry detergent brands for fresh-smelling clothes? | 9,900 | 0/5 | — |
| What are the most trusted laundry detergent brands? | 0 | 0/5 | — |
| What are the best laundry detergent brands for sensitive skin? | 5,400 | 0/5 | — |
| What laundry detergent brands are worth buying? | 0 | 0/5 | — |
| What are the best laundry detergent brands for high-efficiency washers? | 210 | 0/5 | — |
| What are the best eco-friendly laundry detergent brands? | 40 | 0/5 | — |
| What are the top laundry detergent brands at the grocery store? | 0 | 0/5 | — |
| What are the best laundry detergent brands for cold water washing? | 260 | 0/5 | — |
| What are the most recommended laundry detergent brands for stain removal? | 0 | 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 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 Laundry Detergents 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 1:43 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.