Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Billtrust without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Billtrust 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 Billtrust is firmly in the model's "accounts receivable automation solution" 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 accounts receivable automation solutions? | 0 | 3/5 | 2, 2, 2 |
| What are the top accounts receivable automation platforms? | 0 | 5/5 | 2, 2, 2, 1, 2 |
| Which accounts receivable automation software is most popular? | 0 | 0/5 | — |
| What are the most recommended AR automation tools? | 0 | 4/5 | 1, 2, 2, 2 |
| What are the leading accounts receivable automation solutions for businesses? | 0 | 5/5 | 1, 2, 2, 1, 2 |
| Which AR automation software should I consider? | 390 | 5/5 | 1, 1, 1, 2, 1 |
| What accounts receivable automation solutions are best for finance teams? | 0 | 4/5 | 2, 2, 2, 3 |
| What are the best tools for automating accounts receivable? | 880 | 1/5 | 1 |
| What are the top-rated accounts receivable automation systems? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best AR automation platforms for collections and cash application? | 40 | 5/5 | 2, 5, 2, 2, 2 |
| What accounts receivable automation solutions do other companies use? | 90 | 4/5 | 2, 2, 2, 2 |
| What are the best accounts receivable software options for automation? | 480 | 2/5 | 2, 2 |
| Which accounts receivable automation tools are worth evaluating? | 20 | 5/5 | 1, 2, 2, 2, 2 |
| What are the best AR automation solutions for mid-sized businesses? | 0 | 4/5 | 1, 1, 1, 1 |
| What are the most common accounts receivable automation products? | 0 | 5/5 | 1, 1, 1, 2, 1 |
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 AuthorityYou score 44 on recall but only 15 on retrieval (gap of +29.3). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Accounts Receivable Automation 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 8:38 PM
Click a prompt to expand its responses. 200 total responses across 67 prompts.