PromoPilot - Blog , Artificial Intelligence

Building Custom Apps for Promo with AI

Fri, 24 Apr 2026 14:27:17 -0600

Trade shows are chaotic in the best way. For distributors walking the floor at PPAI Expo or ASI Chicago, the day is a blur of booth conversations, product samples, and mental notes that don't survive the commute home. The problem isn't that great products are hard to find – it's that they're hard to remember, hard to share, and nearly impossible to act on in real time.

That's the problem I set off to solve with Trade Show Product Tracker (clever name, I know). And how it got built is a story worth telling.

Where It Started (Hint: Not With a Spec)

I didn't sit down with a detailed requirements doc. I started with a frustration I've heard about and experienced myself when I was on the distributor side: there's no good way to capture product finds at a show and loop in the right people back at the office or share them with clients who might actually want to buy.

I decided to build something lightweight and purpose-built. Not another CRM integration. Not a spreadsheet. An actual app, designed around how distributors move through a trade show floor.

I'd recently become a certified partner with Zite, a no-code app builder, and this felt like the right use case to kick the tires.

What the App Does

The Trade Show Product Tracker lets distributors log products they discover at vendor booths — on the spot, from their phone. But the real value is in what happens after the log.

Here's the core workflow:

Log a product find: snap a photo right at the booth, add the supplier, product number, tags, and notes in seconds
Share with your coordinator: send a find directly to the person back at the office before you even leave the floor; they get everything they need to follow up without waiting for you to debrief
Share with clients: clients get a branded email with a link to view the product and a one-click Request a Quote button; when they tap it, both the salesperson and coordinator get notified immediately
View team finds: your whole team's captures are in one place, filterable by rep; no more "did anyone see a good notebook at the show?" texts in the group chat

The app also supports multiple events (organize by trade show), custom branding so the client-facing experience reflects your distributor brand, webhooks for connecting to your other tools (Zapier-friendly out of the box), and admin permissions for managing your team.

What you're actually getting is the Zite import file – drop it into your Zite account and your app is live in minutes, ready to use as-is or customize further. The free Zite tier works if you just want to kick the tires, no credit card required. Get the import file here.

What Building in Zite Was Like

Here's the part I wasn't expecting.

I gave Zite a rough description of the problem. Not a wireframe, not a data model. Just the core idea: distributors need to log products at shows, share them with coordinators, and let clients request quotes.

After a few minutes of chatting in planning mode, Zite came back with a first pass that got the data structure right, the workflows right, and the interface right (largely without me having to spell it out). It made sensible assumptions about what fields a product log would need, how the sharing flows should work, and how the UI should be organized for someone using it on a phone at a busy trade show.

Anyone who's built no-code apps knows that the hardest part usually isn't the platform – it's translating a fuzzy concept into a logical data and workflow structure. Zite compressed that process significantly.

Did I make adjustments? Of course. The app evolved as I worked through it. But I wasn't fighting the tool to get there. Zite's AI wasn't just slinging code for me. It was acting more like a collaborator that understood the type of app I was building and brought reasonable opinions to it.

What This Means For Us

Tools like Zite are changing who gets to build software.

For most of the industry's history, if you had an idea for an app that would solve a specific workflow problem – something built exactly for how your team moves through a trade show, or how your coordinator tracks samples – you had two options: hire a developer or find something off the shelf and accept the compromises.

That's shifting. AI-native no-code platforms like Zite are getting good enough at understanding intent that the gap between "I have an idea" and "I have a working app" is collapsing. You don't need to spec out a data model. You describe the problem. The platform meets you there.

I think we're heading toward a world where every distributor, salesperson, or promo professional with a workflow pain point can build the exact tool they need. Not a generic SaaS approximation of it, but something purpose-built for their business. That future is closer than most people realize.

The Trade Show Product Tracker is one example of what that looks like in practice. But it's also yours to customize. Because you got the full source, you can take it further – change fields, adjust flows, add features – using Zite's visual builder or by just chatting with AI. Give it a shot and let us know what you build!

Get the Trade Show Product Tracker

The AI Automation Spectrum: From Workflows to AI Agents

Mon, 19 Jan 2026 14:57:28 -0600

Automation has come a long way. Not long ago, many of us were excited just to set up simple “if X, then Y” routines to save time. Now all the rage is about smart AI agents that can handle tasks almost like a human assistant. If you're new to these terms, it may feel confusing. The good news is there's a clear way to understand how automation is evolving. It's called the AI Automation Spectrum, and it’s basically a range from straightforward, rule-based workflows to intelligent AI-driven agents. In this beginner-friendly overview, we'll explain what that spectrum is, how it relates to automation, and where platforms like Zapier fit in.

What is the AI Automation Spectrum?

Think of the AI Automation Spectrum as a line with two ends: on one end is deterministic automation (the classic "follow the rules exactly" approach), and on the other end is inference-driven AI (automation that can make its own context-aware decisions). This concept illustrates a framework that shows how automation can range from having zero "brain" (just following preset rules) to having a lot of "brain" (AI that figures things out on the fly).

The Four Levels of Automation

Let's break down the spectrum into four basic levels, from the simplest automation to the most intelligent:

Workflow (Deterministic Automation): This is your basic automation with zero "thinking" involved. The process follows a strict, pre-defined sequence of actions every time. For example, you might set up a workflow so that when a new lead comes in, it automatically sends a text message and then adds the lead to your CRM. There's no AI here – it's just if-this-then-that rules, which makes it fast and reliable for routine tasks.
AI Workflow (Automation with a Hint of AI): Here, the overall workflow is still pre-defined, but you let AI handle one step of the process. In other words, it's a normal automation "with a sprinkle of AI." For instance, you could keep the same lead follow-up workflow as above but use an AI to write the message content instead of using a fixed template. The structure (when lead comes → send message → add to CRM) doesn't change, but an AI adds a bit of intelligence at one point (like personalizing the message). This makes the automation more adaptable without losing predictability.
"Agentic" Workflow (Automation with Multiple AI Decisions): At this level, you still have a clear workflow structure, but the AI steps in at several points to make judgments or decisions. It's a blend of automation and AI working within set guardrails. Continuing our example, an agentic workflow might, upon a new lead, have the AI research the lead's company or analyze your knowledge base, decide what kind of follow-up to write, then maybe send a Slack notification to your team before texting the lead. There are multiple AI-driven actions, but they occur in a sequence you've outlined. This approach handles more complex tasks (with the AI adapting to context) while still following a reliable pattern you control. It's not only generating content this time – it's taking action by conducting research and getting information from your apps.
Agent (Autonomous AI Assistant): This is the far-right end of the spectrum – an AI agent with a lot of autonomy. You don't script out the entire workflow step by step; instead, you give the AI a goal or high-level instruction, and the agent decides how to achieve it. It's like putting the AI on autopilot (with some safety boundaries in place). For example, you might simply tell the agent, "Please follow up with new leads." From there, the agent will figure out the rest: it could choose to send an email or an SMS, update the CRM, schedule a call, or all of the above, based on the context – without you explicitly telling it which to do first. This level is the most powerful and flexible, but it’s also the least predictable. Fully autonomous agents are exciting, but they require good guidance (and often a bit of oversight) to ensure they stay on track.

Where do platforms like Zapier fit in?

You might be wondering how this spectrum works in practice and where popular automation tools fit on it. Platforms like Zapier have traditionally lived on the left side of the spectrum, helping users build classic workflows that connect apps (for example, Zaps that move info from a form to a spreadsheet, then send an email). Over time, these platforms have added more intelligence. Zapier now lets you incorporate AI into your workflows – for instance, using an AI step to draft content – which is the AI Workflow level. Recently, Zapier even introduced Zapier AI Agents, which are more in the agentic territory, allowing an AI to perform research or multi-step decisions within your automation. In other words, the tool is evolving to cover the middle of the spectrum and inch toward the agent side, all while giving you control over the process.

Importantly, the AI Automation Spectrum is a general idea. The key is to choose the right level of automation for your task. Simple, rule-based workflows (left side) are great for straightforward, repetitive jobs. As tasks get more complex or require some judgment, moving to an AI Workflow or Agentic Workflow can save time and add smarts. And for open-ended tasks where you'd want an assistant to figure out the steps, an AI Agent (right side) might be the goal. Knowing where you need to be on this spectrum can make the difference between wasting effort and actually moving the needle for your business.

The AI Automation Spectrum gives you a handy mental model for automation in the age of AI. You don't have to jump straight to building a super-intelligent agent. You can start small – maybe add one AI-powered step to an existing workflow – and gradually explore more "agentic" solutions as you grow comfortable. The exciting part is seeing your mundane tasks get smarter and your complex tasks get easier.

Ready to start automating smarter with AI? Learn how PromoPilot can help you on that journey. Together, we can pick the right approach on the spectrum and begin saving time with confidence.

Learn More

Why Zite Feels Right for Vibe Coding in Print and Promo

Wed, 22 Oct 2025 09:49:10 -0600

Have you heard of vibe coding? Instead of writing code, you describe what you want – plainly, conversationally – and AI builds it. At least, that's the promise. Struggle loops not withstanding, I've seen some pretty great tools and software built by citizen developers using apps like Loveable, Base 44, and Zite (by Fillout).

For folks in the print and promo industry, that idea hits close to home. We’ve been vibing solutions for years without calling it that. Every time you spin up a web form form, connect it to Zapier, and make a process run automatically, you’re already building an app – just one piece at a time.

What Is Vibe Coding?

Vibe coding tools let you build entire apps simply by describing them. You don't have to open a code editor or worry about syntax. You start with an idea ("I need a tool that tracks sample requests") and refine it in conversation with the AI until it works.

Many of the apps we use in the print and promo scene begin the same way: a form. Whether it's collecting apparel sizes, capturing shipping info, or feeding orders to your decorator, it all starts with data entry. Then comes logic (approval, automation, or transformation), and finally a result. That's the anatomy of an app.

Zite is the most complete vibe coding tool we've used so far.

Why Zite Fits Naturally

That's why Zite – from the makers of Fillout – feels like such a logical evolution. Fillout already gave us beautifully designed, logic-rich forms that integrate with everything. Zite takes those same building blocks – forms, databases, and pages – and gives them a home inside a full web app environment.

You can literally chat your way to a working tool. Want to build:

A t-shirt size quantity calculator that suggests how many smalls, mediums, and larges to order based on a total quantity?
A SKU permutation generator that takes color and size options and instantly outputs all the variant SKUs for your product spreadsheet?
A product data converter that ingests a supplier's spreadsheet and outputs three ready-to-upload CSVs for your e-commerce platform?

Those are all small, useful examples that you could build today using Zite's form inputs, database logic, and download actions. And once you've built one, you start to see the pattern – each tool is just another remix of the same foundation.

BTW, Fillout is such a capable form tool that we put together the Redemption Tool Kit to help you launch smooth, professional redemption programs — without starting from scratch. You'll save loads of money on order fees, too!

Learn More

Building Without Waiting

The magic of vibe coding is speed and approachability. You don't need to wait on developers or settle for software that almost fits your workflow. If you can describe your process – how orders come in, what needs to happen next, who needs to see it – you can turn that into a lightweight app in a single sitting.

And the best part is: it's familiar. You're not learning a new ecosystem; you're expanding on the one you already know from Fillout and Zapier.

Scope this t-shirt size distribution calculator I made. It was so much fun! 😊

Getting Started

Like with automation, I recommend starting with smaller, simple tools like the ones mentioned above. While Zite and tools like it are certainly capable of more – I think you'll be less frustrated if you are able to get a quick win under your belt before embarking on a more complicated project.

Also, a word of caution – Please be careful with sensitive data or personally identifiable information like customer names, emails, and addresses. Even though you are not coding, you are building software and that comes with risk.

Finally, I find it helps to think about what data will be involved in your project and how you would format those if you were working in spreadsheets. As early as possible when talking to your AI vibe coding tool, describe how the data should be formatted, what columns are important, and how the data relates to each other.

App Templates to Get You Started

I've had a blast creating internal tools, calculators, and more with Zite – and I'm releasing some of them as free templates to get you started. The use cases might be very specific to promo, but they're the sort of thing I'd have built for myself when I was on the distributor side of things. Check them out!

Learn More

The Bottom Line

For distributors, suppliers, and anyone running a busy promo business, vibe coding is the next logical step in DIY automation. It's the moment when the forms and automations we've been stitching together start feeling like full-fledged apps.

And Zite, with its foundation in forms and its accessible AI-driven builder, just happens to make that step feel natural.

So if you've ever built a clever spreadsheet or Zap to make your job easier – congratulations, you’re already a vibe coder. Zite just helps you take that energy further.

Build Something Cool with Zite