Measures what GPT-5 believes about BigBuy 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 BigBuy is firmly in the model's "dropshipping marketplace" 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 dropshipping marketplaces for finding suppliers? | 10 | 1/5 | 9 |
| What are the top dropshipping marketplace platforms right now? | 20 | 0/5 | — |
| Which dropshipping marketplaces are most popular for retailers? | 0 | 0/5 | — |
| What are the best dropshipping marketplaces for beginners? | 10 | 0/5 | — |
| Which dropshipping marketplace should I use for my online store? | 0 | 0/5 | — |
| What are the most recommended dropshipping marketplaces? | 0 | 1/5 | 7 |
| What are the best dropshipping marketplaces with vetted suppliers? | 0 | 0/5 | — |
| Which dropshipping marketplaces have the biggest product catalogs? | 0 | 0/5 | — |
| What are the best dropshipping marketplaces for ecommerce sellers? | 0 | 0/5 | — |
| Which dropshipping marketplaces are best for starting an online business? | 0 | 0/5 | — |
| What are the top-rated dropshipping marketplaces for small businesses? | 0 | 1/5 | 11 |
| What are the best dropshipping marketplaces with fast shipping options? | 0 | 1/5 | 7 |
| Which dropshipping marketplaces are easiest to use? | 0 | 0/5 | — |
| What are the best dropshipping marketplaces for U.S. sellers? | 0 | 0/5 | — |
| What are the best dropshipping marketplaces for product sourcing? | 0 | 0/5 | — |
This report focuses on Dropshipping Marketplaces because that is where BigBuy 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 monthsYour 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 Dropshipping Marketplaces 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 10:38 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.