Case Study: Promoting AI Tools on a 2K Reader Newsletter — A Freelance Writer's Affiliate Diary

Dev.to / 6/13/2026

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Key Points

A freelance writer describes how instability from retainer client downsizing and stalled long-form work pushed them to start promoting AI tools via affiliate programs as a steadier revenue stream.
The author runs a small tech blog (about 2,000 monthly readers) and leveraged hands-on experience integrating AI APIs into real client projects to build credibility for recommendations.
In the first week, they signed up for three AI tool affiliate programs, noting that two offered one-time payouts while the Global API program offered a mix of first-order and recurring revenue share (15% once, then 8% monthly renewals, plus 10% on premium upgrades).
The case study frames affiliate marketing as a practical experiment for writers, with the promise of sharing real results and frustrations as the effort unfolds over subsequent weeks and months.

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