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In this brief presentation, the speaker (Eric Siu) explains how he leveraged the AI platform Manus to automate a programmatic SEO project that his team estimated would take a week. Within an hour, the AI performed $45,000 worth of work—conducting keyword research, generating content briefs, and populating page templates. After validating two sample pages, the system produced the remaining pages automatically. The speaker then scaled the effort, completing $150,000 of work on Friday and an additional $450,000 over the weekend, totaling $600,000 of SEO output. He uses this example to argue that AI fluency is now a non‑negotiable capability for any organization, as it can dramatically amplify productivity and impact.










