Markets › subscription billing and revenue management platforms 55 brands› oracle.com
How often is it named?
3/36
21 equal of 55 brands, across 6 questions about subscription billing and revenue management platforms.
How is it described?
Not measured yet — nothing has asked about Oracle by name.
Its 3 mentions come from neutral questions, which show how often it comes up but not how it is characterised.
Also named in 10 other markets.
6 brands in this market were named in none of the 36 answers: Amnis, Bill.com, Cratebrew, MoonClerk, OpenMeter, Stigg.
Being a big website barely predicts being named here. The assistants are drawing on something other than raw web prominence.
↑how often assistants name it →how much traffic its website gets
Across is web prominence — the brand's domain in the Tranco ranking of the world's most-visited sites, on a logarithmic scale, so each step is roughly ten times more prominent. Up is how many of the 36 answers named it.
Every brand with a ranked domain is plotted, including the 3 whose domain is an imperfect stand-in — shared with sibling products, a subdomain, or registered abroad, drawn hollow — because a domain carrying a whole company still plausibly helps that company's products get named. The 9 least-named brands are left off so the rest can be labelled; the table above has every one of them. Not plotted, having no ranked domain: QuickBooks.
Rank correlation -0.22 across 16 brands — a description of this picture, not a claim about the market as a whole.
By question
| Question | Answers | Named it |
|---|---|---|
| What subscription billing tools integrate easily with accounting software? | 3/6 | |
| What are the best subscription billing and revenue management platforms? | 0/6 | |
| Which recurring billing tools work best for startups? | 0/6 | |
| Which subscription billing platforms have the easiest setup? | 0/6 | |
| What billing platforms handle usage-based pricing well? | 0/6 | |
| Which platforms offer the best dunning and failed payment recovery? | 0/6 |
The two assistants
| Assistant | Named it |
|---|---|
| anthropic | 1/18 (6%) |
| openai | 2/18 (11%) |
Also named in
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Method
market subscription billing and revenue management platforms
brands compared 55
answers 36
web prominence Tranco #200
owned by Oracle
Oracle is counted by the same matcher as every other brand here, against the same list of names, from the same answers. It gets no extra aliases and no special handling.
Web search was off, so this measures what the models already know rather than what they would retrieve today. A difference smaller than about 12 points is not meaningful.
How the table is ordered. By how many of the 36 answers named each brand. Brands on the same count share a rank and are shown in the order the assistants tended to list them. A brand counts once per answer, however many times it is named in it.
How close is close. Two brands share a rank only when their counts are identical. Beyond that, a gap smaller than about four answers is inside what this measurement moves between runs — so read near-neighbours as close rather than settled, which is why every row keeps its interval.