Make the Demo for the Customer First: An AI Video Tool’s Cold Start and pSEO Acquisition

Recently a product called AppToVid launched on Product Hunt: enter your app and it generates advertising videos you can run directly, in batches.

I spoke with the product’s developer. Two things from the conversation are worth recording: how the product came about—a turn from a failed project—and an acquisition plan from an SEO practitioner, so valuable that it deserves its own article.

1. The starting point: a pain point they had experienced themselves

When asked what prompted the product, the developer answered directly:

We previously made an app for overseas markets. Promotional videos were difficult to produce, and the advertising agency used templates that performed poorly, so we built this product.

This is the classic indie-developer starting point: a product is not imagined; you first get burned by the problem yourself.

Anyone who has run ads for an overseas app knows the pain: creative wears out quickly. A video declines after a few days, so new creative must be produced continuously. Doing it yourself takes time and effort; outsourcing to an agency often returns a reskinned template with mediocre performance, while the cost is still high.

They extracted the internal capability they had built to solve this problem and turned it into a tool for people like themselves.

2. The more candid part: the original app has shut down

When asked “How did the original app perform?”, his answer was unexpectedly candid:

Our app shut down at the end of last year. It was a face-swapping app. After Seedream and Nano came out, our app was finished.

That sentence carries a lot of information. They had made an AI face-swapping app, but when foundation models such as Seedream and Nano Banana made image generation general-purpose and readily available, the room for a vertical face-swap app was crushed.

This is the most real risk at the AI application layer today: your entire product may be just one feature of the next generation of foundation models.

What matters is how they responded—the app died, but the team’s capability for “batch-producing advertising videos” remained. That capability serves all app developers, rather than depending on one model’s specific moat. Taking the weapon forged in battle and selling it is a failed project’s most dignified turn.

3. An acquisition plan that makes target customers search for you

With a product in hand, the next question is acquisition. An SEO practitioner with years of experience offered this complete plan, in their own words:

The plan is simple: spend some tokens and prepare one or two promotional videos in advance for every app in the top 200 of each App Store category. Then make an internal page for every app and focus the entire page’s on-page SEO on that app name to win Google rankings.

App names are not highly competitive and are relatively easy to rank for. Even if you cannot rank for every app name, ranking for part of them is enough.

Then, whether the app developer searches for their own app on Google or a peer searches for that app name, they will see your page in the results, see the promotional video you made, notice that it works well, and feel compelled to try it. That can convert very easily.

That is the core method. Execution has many details to handle before you can rank for app-name searches.

4. Why this strategy is clever

This plan is essentially a combination of pSEO (programmatic SEO) + a deliverable prepared in advance, almost tailor-made for products that “generate in bulk”. It has four layers:

1. A sharp keyword choice: app names are low-competition, high-intent long-tail terms

You cannot compete for a term like “Notion”. But the name of an app ranked 47th in a category may have very few pages on the entire internet built carefully around it. Low competition means an internal page with serious on-page SEO has a chance to rank. Who searches the term? Either the app’s own developer, who searches for their product as a matter of routine, or a peer watching it—exactly the target customers for this tool.

2. Deliver the work first: not “what we can do”, but “what we already made for you”

The traditional SaaS conversion path is landing page → sign up → trial → experience value. This playbook reverses the order: when a potential customer finds the page in Google, they see a promotional video already made for their app. “We can make a video for you” and “here is the video we made for you; judge the result yourself” are persuasive at completely different levels.

3. Almost zero marginal cost: exactly how an AI product should acquire customers

Making one or two videos for each app across 200 × N categories would be impossible for a human team, but for an AI product whose core capability is already “batch-generating advertising videos”, it only costs some tokens. Use the product’s core ability to make acquisition material; the acquisition process itself becomes a public demo of the product. The loop is beautiful.

4. The page is the funnel: search → see video → become interested → convert

Each app page serves three roles at once: SEO landing page, product demo, and sales-lead entry point. When a developer finds a page made specifically for their app and sees the video, the feeling of being specially served is stronger than any cold email.

5. Three lessons

The greatest asset of a failed project is the internal tool that grows during it. An app may die because models iterate, but “the capability you forged to survive” is often more general and more valuable than the app itself.
Products that generate in bulk are naturally suited to pSEO acquisition. Product capability (batch output) and growth method (batch pages) use the same production line: one cost produces two outputs.
The best demo is to do the work for the customer first. Especially in the AI era, as generation costs approach zero, “we made it for you first” will gradually replace “register and try it” as the new conversion pattern.

One final note: the sentence at the end of the plan—“execution has many details to handle”—is not a courtesy. A few thousand pSEO pages bring pitfalls at every step: Google indexing, deduplication, page-quality signals, and internal-link structure. The plan is the direction; execution is the moat.

Note: The quotations in this article come from conversations with the developer and related practitioners and have been anonymized.