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How we reached $10k MRR with an AI wrapper in 60 days
MD Abdur Rakib
May 23, 2026 19:18
We built a small wrapper tool targeting a highly specific niche: generating SEO meta descriptions for Shopify stores in bulk.
Here is our simple marketing playbook:
1. Direct Twitter/X outreach to store owners.
2. In-depth posts on Reddit e-commerce groups detailing free value.
3. Listing on major AI directory sites.
Happy to answer questions about rate limits or hosting architectures!
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Congrats! How did you handle API rate limits and token costs during the initial free tier launch?
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We set a hard limit of 5 free generations per IP address per day, and loaded caching for identical Shopify product URLs, which reduced costs by 40%!
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hi
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