Public AI recommendation scan
3/10 overall — Smartlead appears in roughly 6 of 20 buyer Conversations across the four Surfaces. The named villain in their category is Lemlist.
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 cold email infrastructure and deliverability category could ask. We send the same question to each Surface (ChatGPT, Claude, Perplexity, Gemini) and check whether Smartlead is named in the answer.
An overall Score of 3/10 means Smartlead was named in roughly 6 of 20 total Conversations across the four Surfaces. The named villain in their category is Lemlist, which appeared in 13 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 cold email infrastructure and deliverability platform for a B2B SaaS team?
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What is the best cold email infrastructure and deliverability platform for a B2B SaaS team?
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What is the best cold email infrastructure and deliverability platform for a B2B SaaS team?
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What is the best cold email infrastructure and deliverability platform for a B2B SaaS team?
# Best Cold Email Platforms for B2B SaaS ## Top Tier Options **1. Instantly.ai** - Best for: Scale and deliverability focus - Unlimited email accounts, built-in warmup - Strong deliverability features and bounce handlin…
What is the best cold email infrastructure and deliverability platform for a B2B SaaS team?
Choosing the best cold email infrastructure and deliverability platform for a B2B SaaS team involves considering several factors, including deliverability rates, ease of use, integration capabilities, scalability, and c…
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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