Leveling Up with Eric Siu

If You Don’t Understand Agents, You Don’t Understand AI

7 snips
Apr 13, 2026
A fast look at why autonomous agents, not basic AI tools, are reshaping business workflows. Examples include agents that crawl conferences to boost SEO, surface product-qualified leads from usage data, and even act as a CFO to cut huge costs. Practical notes on risk control, integrations with CRM and sales tools, and why leaders must adopt agents now.
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INSIGHT

Agents Do Work Not Just Answer

  • Autonomous agents do work for you rather than just answer questions, enabling deeper productivity gains.
  • Eric Siu contrasts agents with standard AI tools and says agents remember, repeat tasks, and strategize across contexts.
ANECDOTE

Agent Upgraded SEO Scaffolding From Conference Crawl

  • Eric had an agent crawl an AEO conference site and output missing SEO scaffolding features for their Oracle SEO agent.
  • The agent identified gaps like AI citation monitoring, prompt curve analysis, and offsite consensus score, then he forwarded results to the SEO team.
ANECDOTE

Agent That Finds Product Qualified Leads And Angles

  • A product-qualified lead agent scans in-app usage and proposes personalized outreach angles for high-value accounts.
  • It hooks into CRM, sales intelligence, and company goals to surface who to contact and what message to use.
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