Public AI recommendation scan
7/10 overall — Mode is named in 14 of 20 buyer Conversations. Strong presence, with Looker as the closest rival named.
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 collaborative SQL and BI for data teams category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Mode is named in the answer.
An overall Score of 7/10 means Mode was named in roughly 14 of 20 total Conversations across the four Surfaces. The named villain in their category is Looker, which appeared in 18 of 20 Conversations. The Surface with the most Representation Issues is Perplexity.
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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Recommend a collaborative SQL and BI for data teams tool for a YC-stage startup.
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What is the best collaborative SQL and BI for data teams platform for a B2B SaaS team?
# Best Collaborative SQL and BI Platforms for B2B SaaS Data Teams The "best" depends on your specific needs, but here are the top contenders: ## **Top Tier Options** ### **1. Mode Analytics** - **Best for:** SQL-first t…
Compare the top three collaborative SQL and BI for data teams platforms — strengths and weaknesses.
When comparing the top three collaborative SQL and Business Intelligence (BI) platforms for data teams, it's important to consider their strengths and weaknesses in terms of features, usability, integration capabilities…
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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