Guides
Where Anchor started
Anchor's founder, Priya, had spent six weeks Googling Shopify themes when she opened the Forge AI app. She had a product - premium glasses straps - and a vibe (rugged, beachy, no-nonsense) but no design experience and no patience for theme builders. Her exact words to us: "I don't want to learn another tool. I want a store."
Ninety days later, Anchor had crossed $400,000 in revenue, hired its first employee, and was sitting on a 4.6× ROAS across paid social. This is the playbook - including the parts that didn't work.
$412K
90-day revenue
4.6×
Blended ROAS
$87
Average order value
From prompt to live store
Priya's first prompt was almost too short: premium glasses straps for athletes and adventurers, durable, masculine, beachy aesthetic. Forge generated the first pass in 4 minutes - design, eight product pages, hero copy, and a complete brand system.
We tweaked two things before launch: the hero image (the AI had picked a sunset; we swapped to action) and the product naming convention. Everything else shipped as-generated.
"I'd budgeted six weeks and $4,000 for a designer. Forge had it ready before my coffee was cold. I genuinely thought something must have been broken."- Priya Anand, Founder of Anchor
The 90-day numbers
We won't pretend the launch was a hockey stick. Week one was rough: $1,200 in revenue against $800 in ad spend. The breakthrough was week three, when we rebuilt the bundle structure and rewrote the hero. Conversion jumped from 1.4% to 3.1% overnight.
90-day revenue curve. Week-3 inflection driven by bundle + hero rewrite.
Ad creatives that worked
Forge's AI Photo generation produced 40+ ad creatives in the first two weeks. Here's the honest breakdown:
- UGC-style action shots outperformed studio shots by 2.3×.
- Founder-narrated voice-over beat polished VO every single time.
- Static carousels were dead on arrival. Video or nothing.
- Bundle creatives drove 71% of revenue from cold traffic.
The boring lesson:
most launches die because nobody iterates fast enough.
Bundle math at scale
Anchor's AOV started at $32 (single strap). By day 14 it was $87. The change: a Buy 2 / Buy 3 volume bundle generated by Forge's bundle upsells feature, with a free travel pouch on the 3-pack.
We tested seven bundle configurations in the first month. Two of them tanked margin. The winning structure: 10% off at 2 units, 18% off + free gift at 3 units. Anything more aggressive cannibalized; anything less felt skippable.
What we'd skip next time
Mystery bundles. We tried them. They confused customers and the support load wasn't worth the 4% AOV bump. Volume + free gift is the boring winner.
What we'd repeat
- Ship the AI's first pass. Stop tweaking. The aggregate signal from real traffic is more useful than your aesthetic preferences.
- Rewrite the hero in week 3. By then you have actual conversion data. Not before.
- Free shipping above $50. Boring. Works. Always.
- Founder voice on ads. Authenticity beats production value at this stage.
- Don't run a sale in the first 30 days. You'll train your audience to wait.
Anchor is now at $90K/month and tracking ahead of plan. Priya hired a fulfillment lead in week 11. Her next product line drops in May.
If you want to see what the Forge AI Shopify store builder generates for your category, the install link below pre-fills your prompt with whatever you describe.