Public AI recommendation scan
3.5/10 overall — Railway is named in 7 of 20 Conversations. Partial presence; Heroku still dominates the answer space.
Each Surface ran the same five buyer Conversations. The Score below is mentions out of total Conversations.
Each Conversation is a buyer question a real prospect in the cloud application deployment platform (PaaS) category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Railway is named in the answer.
An overall Score of 3.5/10 means Railway was named in roughly 7 of 20 total Conversations across the four Surfaces. The named villain in their category is Heroku, which appeared in 17 of 20 Conversations. The Surface with the most Representation Issues is ChatGPT.
A selection of the actual buyer questions and what each Surface answered. Prompts and responses are truncated for readability. The full raw JSON is linked at the bottom of this page.
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Bersyn diagnoses why a brand is omitted on each Surface and generates corrective Patches anchored to attested Product Identity. Two ways to start:
Verify these results on your own account. The first scan is free and takes about two minutes.
One-time audit covering Representation Issue diagnosis on each Surface plus copy-pasteable Patches you can ship immediately.
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