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To ensure real customers get limited-edition shoes, Milione creates decoy product pages with the correct naming structure that bots scrape. The real product page has a different, non-obvious name. This tricks automated bots into checking out the wrong item, allowing manual users to succeed.

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Creating urgency with limited product drops erodes trust if the scarcity isn't real. To maintain this marketing lever for the long term, brands must be willing to actually stock out and let customers miss out, which reinforces the hype for future launches.

The accessible AI software that helps brands quickly build websites, create ads, and list products is a double-edged sword. These same tools are exploited by fraudsters to accelerate the speed and scale of their nefarious activities, creating an arms race where brands must also adopt AI to defend themselves effectively.

For a new product or special, create new social media handles (e.g., '@MarksNetflixSpecial'). This allows you to post aggressively and test content without flooding your primary feed. These 'innocent' accounts can feel more organic to new audiences and absorb the risk of high-volume posting.

A powerful tactic for e-commerce is duplicating a main collection page into numerous niche versions (e.g., "tote bags for women"). Each page uses the same products but has a unique URL, headline, and descriptive copy, effectively creating highly-targeted landing pages for search engines and LLMs.

A powerful marketing gimmick involves launching a very small product batch to guarantee it sells out quickly. Brands then leverage this "sold out" status in press coverage to create a perception of high demand and build hype for subsequent, larger product releases.

Amazon's "Buy For Me" feature uses AI agents to purchase products from third-party websites, including competitor Shopify stores. This strategy allows Amazon to expand its product catalog by absorbing others' inventory while simultaneously blocking its own site from rival AI crawlers, creating a powerful competitive moat.

For years, businesses have focused on protecting their sites from malicious bots. This same architecture now blocks beneficial AI agents acting on behalf of consumers. Companies must rethink their technical infrastructure to differentiate and welcome these new 'good bots' for agentic commerce.

The Swatch-AP watch release strategy—in-store only, one per person, with limited stock—is designed to generate massive secondary market demand. This turns the product launch into a profitable "hustle" for resellers who can exploit the manufactured scarcity to achieve returns of 5-12x the retail price.

To de-risk buying liquidation pallets from sites like Bstock, create a 'phantom' listing on Facebook Marketplace for the items first. This allows you to gauge real-world demand and pricing power from actual buyers before committing any capital, ensuring profitability.

The early dream of AI agents autonomously browsing e-commerce sites is being abandoned. The reality is that websites are built for human interaction, with bot detection, fraud prevention, and pop-ups that stymie AI agents. This technical friction is causing a major strategic pivot in AI commerce.