Large language models (LLMs) like ChatGPT and Claude are finest identified for his or her writing talents, drafting advert copy, summarizing studies, and serving to brainstorm weblog content material.
Nonetheless, most entrepreneurs nonetheless know little about certainly one of their strongest options: They’ll write precise code.
First, it talked. Then, it wrote. Now, it builds.
We’re not simply speaking about primary snippets. These fashions can generate full scripts, absolutely purposeful browser extensions, small net apps, and automations, all from plain English prompts – or some other language you’re most comfy with.
For entrepreneurs and PPC professionals, that unlocks a brand new stage of effectivity. You not must know program to begin benefiting from technical options to on a regular basis issues.
Previously, I might need solely written a script if it saved me hours of handbook work each month.
Now, with LLMs, it’s so fast to construct one thing that I’ll even create one-off instruments for duties that will’ve solely taken me an hour or two. That’s how low the barrier has develop into.
On this article, I’ll stroll by way of the forms of issues you’ll be able to remedy with LLM-powered coding, the browser-based instruments that make it accessible, and actual examples of how entrepreneurs are already utilizing this to maneuver quicker.
The Actual Energy: Turning Directions Into Code
LLMs have ingested a lot of the world’s data, and that features scripts and pc code. Meaning when you can clarify a course of clearly, they will often flip that clarification into working code.
As a result of they’re multi-modal, they will even perceive a diagram you’ve whiteboarded on the workplace and switch that into code, too.
This makes them extremely worthwhile for non-programmers who know what they need however don’t know construct it.
Consider the marketer who understands how information must be formatted for a month-to-month client report however dreads the repetitive steps of reformatting CSV information. Or the account supervisor who needs to automate their technique of eliminating underperforming search phrases however doesn’t have a dev crew to assist them.
With LLMs, these duties could be described in a couple of sentences, and AI can generate Python scripts, JavaScript instruments, and even full net apps that remedy the issue.
This isn’t nearly saving time. It’s about unlocking experimentation and eradicating the friction that retains good concepts from scaling by way of expertise.
What Issues Can LLM-Generated Code Resolve?
Let’s break down the sorts of issues the place LLM coding can shine. These aren’t hypothetical; they’re pulled from widespread workflows throughout companies and in-house groups each day.
1. Automating Repetitive, Time-Consuming Duties
You in all probability do no less than certainly one of these on a considerably common foundation:
- Reformatting exported Sheets or CSV information.
- Copying Google Adverts information into slides for reporting.
- Cleansing up GPT’s output earlier than sharing it with a shopper.
- Manually reviewing advert copy for model compliance.
With the assistance of an LLM, every of those could be became a repeatable, automatable workflow. You describe the duty, and the LLM builds the script that does it.
That is particularly worthwhile for entrepreneurs who’re uninterested in being “spreadsheet operators” as a substitute of strategists. By turning routine duties into one-click instruments, you liberate hours per week and cut back human error.
2. Attempting One thing Solely New
Not like the duties above, which precisely do however hate how a lot time they take, there are additionally some tasks chances are you’ll not have tried since you have no idea how.
For my crew, that included a quiz to make weblog content material extra participating. For me, it concerned constructing a browser extension to blur delicate information on the display.
These are superb use instances for LLM-powered coding. They permit you to prototype and check concepts without having a improvement crew, and when you’re fortunate sufficient to have one, you don’t want to attend to your challenge to get prioritized.
You will get suggestions rapidly, iterate quicker, and construct a whole proof of idea earlier than involving engineering.
Advertising innovation typically dies within the backlog. LLM coding makes it simpler to strive issues by yourself.
3. Google Adverts Scripts
This is without doubt one of the most fun areas for PPC professionals. Google Ads scripts are highly effective, however let’s face it, they’ve all the time had a studying curve. Now, LLMs can flatten that curve dramatically.
You may inform a mannequin:
Write a Google Adverts script that checks all energetic campaigns with “Mom’s Day” within the title. If the present date is inside seven days of Mom’s Day, enhance the each day price range of these campaigns by 20%. Embody feedback to elucidate every a part of the code so I can perceive what the script is doing.
It should return a completely purposeful script which you could paste immediately into your account’s scripts part.
This lowers the barrier to entry for entrepreneurs who wish to automate widespread PPC upkeep or construct light-weight instruments for managing massive accounts.
You may go from thought to automation in minutes, no JavaScript expertise required.
Instruments That Make LLM Coding Accessible
I hope the thought of turning into extra environment friendly by way of code sparks your curiosity, particularly when you’ve ever discovered your self repeating the identical process week after week.
Whether or not you’re managing advert campaigns, cleansing information, or formatting content material, the power to automate even small items of your workflow can save hours and cut back errors.
Right here’s one of the best half: You don’t should be a developer to begin.
You don’t even want to put in something, perceive programming languages, or know arrange a server. You positively don’t must open an advanced built-in improvement atmosphere (IDE).
The instruments I’m about to point out you run fully in your browser. They’re designed that will help you go from thought to purposeful code with nothing greater than a transparent description of what you wish to obtain.
If you happen to’ve by no means written code earlier than, that is precisely the place you wish to begin.
Claude (Anthropic)
For entrepreneurs, Claude’s skill to put in writing, check, and execute code proper contained in the interface is an actual standout.
No setup is required, no installations, and no APIs to attach.
You describe what you want, Claude writes the code, and also you see the ends in real-time. This quick, feedback-driven loop makes it simpler than ever to experiment and iterate with out the standard technical friction.
The 200,000-token context window is one other game-changer. You may paste your whole marketing campaign construction, a protracted analytics report, or perhaps a full touchdown web page copy, and Claude will course of it multi function go.
It retains observe of each element you’ve shared, so nothing will get misplaced as you construct in your concepts.
There’s a tradeoff, although. Claude presently runs code in a single-file execution atmosphere. That’s tremendous for many advertising and marketing duties, however for extra advanced, multi-file tasks, it’s not as versatile as instruments like Vercel’s V0.dev, which helps full challenge constructions.
Nonetheless, for entrepreneurs constructing scrappy, high-impact instruments quick, Claude handles a stunning quantity.
Right here’s what’s most fun to me:
- It could run JavaScript proper within the browser, good for fast duties like information filtering, easy visualizations, or interactive prototypes.
- It interprets technical ideas into plain, marketing-friendly language, so that you’re by no means caught decoding dev communicate.
- It surfaces insights out of your information rapidly, serving to you notice developments and outliers that will in any other case go unnoticed.
One of many advantages of LLMs is that they will adapt to every person’s stage.
If you happen to’re not technical, it provides you simply sufficient to really feel empowered. In case you are, it meets you there and helps you progress even quicker. Both approach, it expands what’s doable with out getting in your approach.
Beneath is a view of Claude producing code based mostly on a marketing-focused immediate, with each the immediate and dealing output seen within the interface.
Customers can toggle to the code view if they like to see that as a substitute of a preview of the software.
Screenshot from Claude.ai, April 2025V0.dev (Vercel)
As a lot as I’m enthusiastic about Claude, V0 takes it to a complete new stage.
Vercel, the creator of Subsequent.js, made V0.dev, which is designed to construct working software program by describing what you want.
Why it stands out:
- Generates full React elements, HTML, and CSS.
- Enables you to deploy working tasks immediately.
- Handles multi-file structure (nice for actual apps).
Entrepreneurs can use V0.dev to construct:
- Textual content reformatting instruments.
- Person interfaces (UI/UX).
- Inner dashboards.
- Totally working net apps.
It’s like having a front-end developer in your browser.
Right here’s a screenshot of what I rapidly tried constructing utilizing V0.dev. I prompted it to create a easy software for Search Engine Journal readers that takes a weblog put up and outputs key takeaways in bullet kind.
V0.dev generated a clear, on-brand interface with only a single immediate, no coding required. It’s an important instance of how briskly you’ll be able to go from thought to working prototype.
What’s particularly cool is that you could possibly even launch this software so anybody can use it.
Screenshot from v0.dev, April 2025When making a software that requires third-party integrations, V0 asks for the required API keys and credentials.
When constructing one thing that may’t be hosted on-line, like a Chrome extension, it explains set up the information. In brief, it helps anybody, no matter skill, to create a working piece of software program.
GPT-4o (OpenAI/ChatGPT)
GPT-4o is the LLM I’ve used essentially the most for constructing advert scripts, because it was the primary one to put in writing an error-free piece of code. It’s additionally nice for:
- Creating information transformation scripts.
- Debugging code.
- Explaining errors.
- Translating code from one language to a different.
However, GPT is proscribed in that it may well’t run the code it writes immediately within the chat window. Meaning there’s a variety of copy-and-pasting required to take the code, set up it on a server, check it, after which iterate with GPT to debug it.
Whereas I believe GPT is superior for writing code, if I would like one thing fast and easy, I’ll want Claude. If I would like one thing extra advanced and wish to debug it within the LLM, I’ll use V0.
Actual-World Instance Use Instances
Let’s go deeper into precise examples. These aren’t simply concepts; these are tasks you’ll be able to ask an LLM to assist construct at the moment.
Instance 1: Chrome Extension To Blur Delicate Textual content
The Downside:
I’m ceaselessly taking screenshots of dashboards or search outcomes however want to cover shopper names, numbers, or different delicate information.
The LLM Resolution:
I requested V0.dev to generate a Chrome extension that provides a blur impact to any numerical values on the web page.
It generates all of the information wanted and explains set up my customized extension in my Chrome browser. It returns:
- The manifest.json file.
- JavaScript to inject CSS.
- Directions to package deal and set up the extension.
Screenshot from Optmyzr.com, April 2025Why It Issues:
This isn’t one thing most entrepreneurs would ever suppose to construct, however with a couple of prompts, you’ve created a privacy-preserving utility that saves you modifying time and protects delicate information.
Instance 2: Internet App To Reformat GPT Output
The Downside:
I take advantage of Deep Analysis from ChatGPT to generate analysis for my crew or future blogs, however I don’t love how supply references are formatted once I copy the analysis right into a Google Doc.
The LLM Resolution:
Use V0.dev to create an online app that:
- Accepts pasted textual content.
- Accepts an inventory of formatting modifications I’d usually make manually (e.g., discovering hyperlinks and placing them in superscript).
- Shows the cleaned model immediately.
Why It Issues:
It streamlines content material workflows. As an alternative of modifying output by hand, you get constant formatting that meets your model or platform tips.
Instance 3: Interactive Weblog Quiz Generator
The Downside:
We wished to make our blogs extra interactive, and my crew had the thought so as to add quizzes.
The LLM Resolution:
Use Claude to generate a quiz engine in HTML/CSS/JS. Feed it 5 to seven questions, then tie the consequence to totally different calls to motion (“Obtain This Information” or “Speak to an Knowledgeable”).
Why It Issues:
Interactive content material improves time-on-page, reduces bounce, and personalizes the expertise, without having design or dev help.
Wish to see it? Try how AI is reworking our content material about bidding strategies.
Screenshot from Optmyzr Weblog, April 2025Conclusion: Entrepreneurs Can Now Construct What They Want With AI
Writing utility software program is less complicated than it’s ever been earlier than.
For entrepreneurs, the query was “What instruments ought to I take advantage of?” Now, it could be: “What instruments ought to I create?”
If you happen to’ve ever been bottlenecked by engineering sources, or in case your “wouldn’t it’s cool if…” thought has sat in a pocket book for months, that is your probability.
You don’t want an IDE. You don’t want to grasp loops or courses. You simply want an issue to unravel, a transparent description, and the appropriate LLM at your aspect.
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Featured Picture: Thantaree/Shutterstock
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