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Account Discovery vs. Account Intelligence: Two Different Products
Sales

Account Discovery vs. Account Intelligence: Two Different Products

Finding companies you have never heard of and knowing what to do with the ones you already target are different problems solved by different tools. Here is how to tell which one you need.

Semir Jahic··6 min read
Bad Leads Kill Tool Adoption
Sales

Bad Leads Kill Tool Adoption

Sales tools rarely fail on features. They fail when the first few outputs a rep checks turn out to be wrong, and the rep stops checking. How data quality determines adoption.

Semir Jahic··5 min read
Best MCP Servers for Sales Teams (2026)
Tools

Best MCP Servers for Sales Teams (2026)

Every major sales vendor shipped an MCP server this year. A practical guide to what each one actually does, which combination is worth connecting, and why installing all of them makes your assistant worse.

Semir Jahic··6 min read
Can't I Just Build This With Claude Code? An Honest Answer
Tools

Can't I Just Build This With Claude Code? An Honest Answer

Claude Code can genuinely build account intelligence now. Here is what the build actually involves, what breaks around month three, and the specific cases where building is the right call.

Semir Jahic··6 min read
Clay MCP vs Salesmotion MCP: Two Different Jobs Inside Claude
Tools

Clay MCP vs Salesmotion MCP: Two Different Jobs Inside Claude

Both connect Claude to GTM data. Clay MCP brings 150+ data providers and workflows into chat. Salesmotion MCP brings monitored account intelligence. Here is which question each one answers.

Semir Jahic··7 min read
Finding Preclinical and Stealth Biotechs: What's Actually Discoverable
Sales

Finding Preclinical and Stealth Biotechs: What's Actually Discoverable

Preclinical companies leave a thin public trail. Here is exactly which signals exist before a trial registration, which do not, and how to build a discovery process around the real limits.

Semir Jahic··6 min read
FullEnrich MCP vs Salesmotion MCP: Enrichment and Account Intelligence Are Not the Same Job
Tools

FullEnrich MCP vs Salesmotion MCP: Enrichment and Account Intelligence Are Not the Same Job

FullEnrich MCP runs a contact-data waterfall inside Claude. Salesmotion MCP brings monitored account intelligence. They answer opposite questions, and most teams should run both.

Semir Jahic··5 min read
What Life Sciences BD Teams Get Wrong About Contact Seniority
Sales

What Life Sciences BD Teams Get Wrong About Contact Seniority

Most contact databases skew toward the C-suite while the people who actually scope and select vendors sit two levels down. Why that happens, and how to target the real buying committee.

Semir Jahic··5 min read
The Sales MCP Stack: Which Server Answers Which Question
Tools

The Sales MCP Stack: Which Server Answers Which Question

MCP servers for GTM teams multiplied fast. A practical guide to which one answers which question, why installing all of them makes your assistant worse, and how to pick.

Semir Jahic··6 min read
Selling Into Non-English Markets: Where Signal Coverage Breaks
Sales

Selling Into Non-English Markets: Where Signal Coverage Breaks

Buying-signal tools are built on public web content, and that content is not evenly distributed. An honest map of where signal coverage is strong, where it thins out, and how to evaluate it for your territory.

Semir Jahic··5 min read
Signal Relevance Beats Signal Volume
Sales

Signal Relevance Beats Signal Volume

Pulling lots of data is table stakes. Deciding what matters is the hard part. How to evaluate a signal platform on relevance rather than coverage, and why volume metrics mislead.

Semir Jahic··5 min read
Why Your AI SDR Pilot Failed
Sales

Why Your AI SDR Pilot Failed

A post-mortem framework for AI SDR pilots that did not work. The four failure modes, how to tell which one you hit, and what to do differently before trying again.

Semir Jahic··6 min read
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