A Pakistani hardware shop's AI video app: Vidoza is one of 29 white-labels of the same template

Vidoza AI Video Maker is a "turn photos into videos" app on Google Play. Three months after launch it passed 100k installs and charted in the Art & Design category in 26 countries. Following its privacy policy turns up at least 29 apps that look identical, listed under 29 unrelated developer accounts, about 2.27M installs combined. The interesting part isn't Vidoza itself but the "one backend, many white-labels" approach behind it. That approach is already crowded, so following it isn't worth much.

Two apps launched the same day

On 2026 July 31, two AI photo-to-video apps launched on Google Play on the same day. One, Vidoza, lists its developer as ZAFAR AND SONS PAINT HARDWARE AND BODY PARTS, located in Batkhela, Khyber Pakhtunkhwa, Pakistan: a shop that sells paint, hardware and auto parts. The listed phone number is Indian (+91) and the email is a Gujarati name. The other, Storyla AI, is from GOLDEN HOUR LIFE COACHING LLC in Tacoma, Washington, a life-coaching company.

The two look unrelated, but their privacy policies are the same file. Vidoza's privacy page at file.vidoza.xyz and Storyla's at file.storyla.xyz share the same layout, and the CSS in both contains the same Chinese comment: "White background color; you can use keywords or hex color values." Vidoza's actual value is #000000, which is black. The comment was carried over from the template, and whoever changed the color didn't update it.

What it is

The function is simple: upload a photo, pick a style (anime, realistic, fantasy, retro, sci-fi), and the AI generates a few seconds of video. The screenshots also show style transfer and hairstyle swaps. The store tagline "Create Video — Give Full Play To Your Imagination" reads like a literal translation of a Chinese slogan.

It makes money in two ways: credit packs consumed per generation, priced from $1.99 to $99.99, and ads, which the store listing discloses. Rated Mature 17+. Last version 1.0.2; no updates since 30 September (Google Play, 11-06).

How it took off

The curve is stepped: it jumped in mid-October after barely moving before. It has slowed in the last few days, with only about 3,500 more installs between 11-02 and 11-06 (Google Play daily install counts). At 100k installs, the store still shows no rating count. Apps that grow organically usually have hundreds or thousands of ratings by that point.

Where users come from: bought

There is no discussion outside the store. Searching "vidoza" on TikTok returns no videos, nobody on X has mentioned it in 90 days, and there's no press coverage. The web only has auto-generated download pages from sites like APKPure and Softonic.

The visible clues all point to paid acquisition (inferred; I did not directly see any ads):

• The privacy policy says it integrates Singular. That's an ad-attribution tool, and only apps buying installs need to know which ad each install came from.
• The growth came in a sudden jump, ×3.8 in a week, which doesn't look like word of mouth.
• 100k installs with no ratings means the users came in, used it and left. That doesn't look like people who found the app on their own and chose to leave a review.
• Searches on Google's Ads Transparency Center by company name, product name or domain turn up nothing. If the spend runs through an agency or another entity's account, it would be impossible to find this way.

There's another layer of free traffic from category choice. Vidoza is listed under Art & Design rather than the far more crowded Photography. The bar is low there: 11-06 in Brazil's Art & Design Top Grossing chart there are only 41 apps, and Vidoza ranks #36. Around two thousand installs a day is enough to chart in the top 100 of the Top Free category charts in Mexico, the UK and Brazil. Once charted, it gets extra store exposure.

Where the money comes from: unclear

It's listed in the top grossing charts of 15 countries. That number sounds impressive but means little. On 11-06, its rank in India, Nigeria, Saudi Arabia, Poland, Turkey, Singapore, the Netherlands and Vietnam was almost always between #55 and #58. These countries almost certainly share one aggregate chart, so this doesn't mean it reached the top 15 in 60 separate markets. The only meaningful number is #36 in Brazil, and that chart only has 41 apps.

One thing is certain: it has in-app purchase revenue. Whether that's a few thousand dollars or tens of thousands a month can't be determined from the outside.

One template, 29 accounts

Searching for the same privacy-page pattern (file.<brand>.xyz/<brand>/privacy.html), the same package naming (com.<brand>.app) and nearly identical in-app pricing turns up at least 29 template apps on Google Play:

About 2.27M installs combined, roughly 7k more in 206 days; 13 of them launched in July alone (Google Play, 11-06). Each brand has its own CDN and API domain, which looks like a script deployed them in bulk. The main domain vidoza.xyz just shows a parked-domain page.

Why use 29 accounts instead of putting 29 apps under one account? My inference has two reasons. First, since 2023, Google has required newly registered individual developer accounts to have 12 testers run the app for 14 days before publishing. Organization accounts don't have that requirement, so people sell and rent organization accounts, and mismatched legal entity details are a typical sign of them. Second, risk spreading: if one account is banned, the other 28 keep running. Vidoza is mid-pack in this group and only drew attention this week because its account has been getting more spend.

The structure could be one of two things, and it's not clear yet: a Chinese team buying a batch of accounts to build a matrix itself, or someone selling the template plus a white-label backend to individual developers in South Asia, the Middle East and North Africa, with revenue split. The growth logic is the same either way.

Who it's competing with

The top tier is official apps from big companies with their own models: PixVerse 79.6M installs, Kling 34.8M (#2 in Brazil's Art & Design top grossing), Hailuo 27.8M, Jimeng 6.02M, Runway 2.56M, Vidu 2.33M. The middle tier is big-account wrappers that spend heavily on single apps: Vidix 30.2M, 3D FlixAI 12.9M, Nexus 12.4M (+7M in 1.85 days). All of them are two orders of magnitude bigger than Vidoza. Beyond that, Google Photos, CapCut and TikTok offer "make photos move" for free (Google Play install counts, 11-06).

Vidoza sits at the very bottom. Its product is identical to its sister apps, and next to the model makers it's just a middleman.

One warning

The store's data-safety section says "no data collected." The app's own privacy policy says it collects the advertising ID, Firebase and Singular device identifiers, that uploaded photos may contain faces, and that they're kept for 30 days. Combined with the mismatched account entity details, this batch of white-labels violates several Google Play policies at once. A mass takedown wouldn't be surprising (inferred).

If it were you

Verdict: Worth learning from, but not worth copying outright. Big companies are in the photo-to-video category, mid-sized players are there too, and this bottom-tier template-clone setup has already spread to #29, with 9 to October still shipping new ones.

Who it's for: small teams that already have Google UAC or ad network experience and a reusable AI backend, using it as a reference for "multi-brand distribution"; or people building another AI tool who want several store listings to test creatives and pricing separately.

Who it's not for: anyone wanting a photo-to-video app as their main business; anyone who can't run paid acquisition and expects organic store traffic (almost all of this batch's installs were bought); anyone unwilling to touch bought accounts and gray-area compliance (the playbook depends on both).

How to do it: if you must, don't enter the "make photos move" red ocean. Copy the structure: one backend, a separate domain and privacy page per brand, and low-bar categories (in this batch, Art & Design has 16 apps, Entertainment 7, Lifestyle 5, and Photography only 1). Sell one-time credit packs in emerging markets, not subscriptions. Then apply the structure to an AI feature that big players haven't given away free yet, where each generation costs little and users will impulse-buy for a few dollars.

How to get users: paid acquisition with attribution wired in. Test one brand per account on a small budget. One or two thousand installs a day can push an app onto several countries' small category charts, which adds some chart visibility.

Deadline: no fixed one. How long this template playbook keeps working depends on when Google tightens its rules on organization accounts and data-safety declarations.

What would show this read is wrong: (1) the 29 accounts aren't mass-removed over the next month or two, and the top white-labels like Vimo and AI Photo Video Maker keep adding 50,000+ installs a week, which would mean the margins are fatter than outsiders estimate and the entry barrier is lower; (2) someone publicly discloses the real monthly revenue of this kind of matrix, with individual accounts reaching five-figure dollar amounts; (3) the reverse: if the Vidoza group disappears as a batch before December, the window has already closed.