Public AI recommendation scan
4/10 overall — Dub is named in 8 of 20 Conversations. Partial presence; Bitly 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 open-source link management and short links category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Dub is named in the answer.
An overall Score of 4/10 means Dub was named in roughly 8 of 20 total Conversations across the four Surfaces. The named villain in their category is Bitly, which appeared in 2 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.
What is the best open-source link management and short links platform for a B2B SaaS team?
When selecting an open-source link management and short links platform for a B2B SaaS team, you should consider factors such as ease of use, feature set, scalability, and community support. Here are some of the best ope…
What is the best open-source link management and short links platform for a B2B SaaS team?
For a **B2B SaaS team** looking for an **open-source link management and short links platform**, **Shlink** is the strongest fit from the available evidence because it is explicitly positioned as a link-shortening tool…
What is the best open-source link management and short links platform for a B2B SaaS team?
Okay, let's break down the best open-source link management and short link platforms for a B2B SaaS team, considering the specific needs and priorities that typically come with that context. **Key Considerations for a B…
What is the best open-source link management and short links platform for a B2B SaaS team?
# Best Open-Source Link Management Platforms for B2B SaaS Here are the top options: ## **1. Dub.co (Recommended)** - **Why it's best**: Modern, feature-rich, built specifically for teams - **Key features**: - Custom dom…
What is the best open-source link management and short links platform for a B2B SaaS team?
When selecting an open-source link management and short links platform for a B2B SaaS team, you should consider factors such as ease of use, feature set, scalability, and community support. Here are some of the best ope…
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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