Measures what GPT-5 believes about Noatum Logistics 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 Noatum Logistics is firmly in the model's "freight forwarder" 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 freight forwarders for ecommerce shipments? | 0 | 0/5 | — |
| Which freight forwarders are most recommended for international shipping? | 0 | 0/5 | — |
| What are the top freight forwarding companies for small businesses? | 0 | 0/5 | — |
| Which freight forwarders are popular for air and ocean freight? | 0 | 0/5 | — |
| What are the best freight forwarder options for global ecommerce? | 0 | 0/5 | — |
| Which freight forwarding services are most trusted for imports and exports? | 0 | 0/5 | — |
| What are the best international freight forwarders for online sellers? | 20 | 0/5 | — |
| Which freight forwarders handle customs clearance well? | 0 | 0/5 | — |
| What are the most reliable freight forwarders for cross-border shipping? | 0 | 0/5 | — |
| Which freight forwarder companies are best for e-commerce logistics? | 0 | 0/5 | — |
| What are the best freight forwarding options for Amazon sellers? | 0 | 0/5 | — |
| Which freight forwarders are best for shipping from China to the US? | 0 | 0/5 | — |
| What freight forwarders do people recommend for first-time importers? | 0 | 0/5 | — |
| Which freight forwarders are best for door-to-door shipping? | 0 | 0/5 | — |
| What are the most popular freight forwarding services for startups? | 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 Freight Forwarders 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 10:28 PM
Click a prompt to expand its responses. 190 total responses across 62 prompts.