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Commercial Case / Photography / Public Revenue

Ad Machine

Upload one product photo and get ad images in up to 20 styles and 9 sizes, which can be edited, upscaled to 4K, and turned into video; it works on the web, in an iPhone/iPad app, and as an MCP service.

Visit official website ↗

THE BUSINESS IN NUMBERS

See the trend, not just the rank

1,8482026-10 · Ending MRR / USD
Historical trend, missing values left blank02.6K5.1K2026-01:4,7672026-02:5,1372026-03:4,5252026-04:4,5502026-05:3,0242026-06:2,8022026-07:2,5662026-08:2,3672026-09:2,2072026-10:1,8482026-012026-10

Historical monthly records; Oct 2026 may be an incomplete month. MRR does not equal profit. Missing values left blank, negative values shown as recorded.

View period data
PeriodEnding MRR / USD
2026-014,767
2026-025,137
2026-034,525
2026-044,550
2026-053,024
2026-062,802
2026-072,566
2026-082,367
2026-092,207
2026-101,848
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

No designer and no photography needed: one product image produces a full set of ad creatives. The first 7 can be tried free without signing up; billing is a monthly subscription plus tokens.

Target Audience

E-commerce brands, small merchants, ad agencies, and freelancers who need ad images for channels like Meta, TikTok, and Google

02 / BUSINESS MODEL

How does it charge?

subscription

Monthly: Freelancer $59 (1,250 tokens), Studio $129 (2,800 tokens), Growth $300 (6,500 tokens); annual billing is 20% off ($47/$103/$240 per month); a 2K image costs 10 tokens, a 4K image 20 tokens, video 75 tokens per second; the first 7 ads are free with no sign-up and no card, and previews are watermarked

The above describes historical pricing. Check official website for current prices.

03 / ACQUISITION

Where do users come from?

Traffic estimate 2026-09: traffic is too small, so it only lists the top three channels, Display, Direct, and Mail (the top channel's share shows as 0%, and by rank we estimate Display at about 55% and direct at about 34%); there is only 1 keyword, 'ad money machine' (a brand keyword variant), and no referral sites, social, or country data. Revenue record has no founder-reported channels. The website has an App Store app, an MCP service, and an Agent kit on GitHub, which shows it is looking for users in AI assistants and app stores at the same time; the website has one customer testimonial (a co-founder of Good Candy says it "has already saved us about $30K"). The founder's X account has about 5,764 followers, but no posts about Ad Machine from him were found. Returning users renew through the monthly token subscription, and MRR fell from $5,137 in 2026-02 to $1,848.

Channel share, initial acquisition, and growth drivers are distinct; correlation does not imply proven causation.

04 / YOUR NEXT QUESTION

What remains to be verified?

The following are research questions, not established market opportunities.

  • What do target users actually pay for? Is there direct user feedback or paid interview evidence?
  • Are these historical prices still active today? What are the conversion, retention, and fulfillment costs?
  • Is the "Traffic estimate 2026-09: traffic is too small, so it only lists the top three channels, Display, Direct, and Mail (the top channel's share shows as 0%, and by rank we estimate Display at about 55% and direct at about 34%); there is only 1 keyword, 'ad money machine' (a brand keyword variant), and no referral sites, social, or country data. Revenue record has no founder-reported channels. The website has an App Store app, an MCP service, and an Agent kit on GitHub, which shows it is looking for users in AI assistants and app stores at the same time; the website has one customer testimonial (a co-founder of Good Candy says it "has already saved us about $30K"). The founder's X account has about 5,764 followers, but no posts about Ad Machine from him were found. Returning users renew through the monthly token subscription, and MRR fell from $5,137 in 2026-02 to $1,848." channel still viable? What resources do indie devs need to test it?
  • Whose needs are competitors failing to meet? Find specific evidence before deciding on your angle.

05 / BUSINESS EVIDENCE

Test stories with numbers

The following signals are used to audit cases, not to automatically validate product success or market opportunities.

1,848Snapshot MRR / USD (non-profit)
2,209Snapshot 30-day revenue / USD
2026-10-24Metric updated