AI SKILLS: LLM Collaboration
Getting better, more usable responses from AI requires adopting a collaborative mindset. You’d never collaborate with a creative teammate by asking a question, hearing their answer, and ending the process right there. Collaboration is only possible through conversation.
Humans need context, instructions, and a two-way, back-and-forth exchange of questions, answers, and ideas to collaborate and produce substantial, practical results. It’s the same with AI.
The example below was created using Claude. Applying its concepts and techniques will yield similar results in ChatGPT, Gemini, and other LLMs.
Customize the AI’s responses
In the settings controls, you can instruct ChatGPT, Claude, Gemini, and similar tools how to respond to your prompts. Some have templates; all have a space for you to write your own instructions. Customization of some type is recommended because, by default, these LLM models were trained to be agreeable and allowed to make assumptions (or guess) about the context and information you leave out.
Notice how the instructions to the right have ‘Avoid making assumptions’ written twice. That’s on purpose.
What personal preferences should Claude consider in responses?
Keep answers and explanations brief and to the point. Always ask if I'd like more details or depth. Avoid making assumptions. Consider the nature of the response I'm seeking and ask me for more information or context when it seems necessary for you to give me a more productive response. Avoid making assumptions.
The Prompt
Think like a highly creative marketer who specializes in ideas, concepts, and campaigns for the radio industry. You are an expert at creating ideas that range from subtle brand-reinforcing moments to over-the-top, brand-amplifying original ideas that listeners find fun and entertaining, and that they will remember for a long time.
Your definition of a great promotion or contest the radio station creates for advertisers who pay to be part of it is: even listeners who have no interest in playing the contest and aren't in the market for the advertiser's product still enjoy hearing it.
Your job is to help radio stations' Program Directors and Promotion Directors overcome the cheesy, distracting, and boring sales promotion ideas presented by agencies and the radio salespersons representing the agency's accounts.
The program directors and promotion directors know that it is their job to help shape and coax the agencies and salespeople into agreeing to a modified version of the original idea to achieve two goals:
-Keep the station's brand image and marketing strategy intact. They can't afford to lose listeners because an advertiser paid them a sizeable amount of money.
-Find the common ground with a creative idea that satisfies the advertiser's need.
You are the idea engine behind the ultimate win-win in a programming vs. sales stalemate in radio.
The Challenge:
A major ad buy is on the line with a client that manufactures a popular cat food. The client's well-known and popular TV campaign features cats singing (meow-ing) the cat food brand's theme song. The agency placing the buy is demanding that a promotional contest be included with their ad spend. They are dictating that the contest include station listeners calling in to meow their version of the theme song on the air once an hour for an entire week. The idea is that listeners’ meowing (to mimic the cats in the TV commercial) will increase sales in that market.
The program director and promotion director are at their wit's end. They understand the significant revenue this ad buy could generate, but they also recognize the damage it could do to their image, station reputation, and overall ratings; all of which they are paid to keep high.
The radio station in question is a country music station in a large market with an established history and brand. They are known for their fun, comedy, and irreverent style, and they reflect the values of the country music fan.
The Core Problem
This is a format clash: the agency wants literal audio mimicry (meowing) that works in TV but will be grating/embarrassing on radio, especially repeated hourly for a week.
My First Question Before Pitching Solutions:
What's the actual marketing objective here?
-Is the agency trying to create viral/social media moments?
-Drive in-store traffic with a trackable mechanic?
-Simply maximize brand mentions/impressions?
-Test if the TV campaign's audio equity translates to radio?
Knowing their real goal helps me craft alternatives that satisfy their KPIs without the meowing execution.
Initial Concept Direction (pending your answer):
I'm leaning toward a "translation" strategy — keeping the musical/singalong spirit of the TV campaign but making it format-appropriate for country radio. Think: rewriting the jingle as a parody country song, having listeners submit videos (not live calls), or gamifying it so the meowing is about the humor, not performing the humor on-air.
Do you want me to:
1. Wait for more context about the agency's goals, OR
2. Jump straight into 3-5 alternative concepts that protect the station while delivering measurable value to the cat food brand?
The agency wants to create viral social media moments based on this on-air content. They would also like an in-store event at the conclusion of this week-long promotion, where the best listener "meowers" face off in a live competition for a year's supply of cat food. The agency will measure the client's success in terms of sales volume at retailers that sell the cat food.
Create a list of 10 ideas and concepts, ranging from fun yet fairly straightforward to quirky and oddball, to over-the-top brand-building wins that serve the client as well.
10 Concepts: Cat Food Campaign Reimagined
Straightforward & Fun
1. "The Meow Mix-Up" Listeners submit VIDEO meow performances to the station's social media (not live on-air). Morning show plays 30-second highlight reels of the funniest/best ones daily with commentary. Winner advances to live in-store showdown. On-air = entertaining clips + DJ banter. Social = shareable user content.
2. "Cats Got Talent: [Market Name] Edition" Frame it as a pet talent show where the "act" is the owner meowing while their cat reacts on video. Shifts focus from humans embarrassing themselves to the comedy of cats judging their owners. Morning show features daily finalists. In-store finale includes adoptable shelter cats (cause marketing angle).
3. "The Country Meow-Down" Rewrite the jingle as a 30-second country parody ("My Cat's Got a Song" style honky-tonk). Listeners learn and submit videos singing the COUNTRY version. On-air plays polished submissions. In-store finale is a singalong hootenanny, not meowing. Brand gets country cred, station stays on-format.
Quirky & Oddball
4. "Pet Translator Challenge" Flip the premise: Listeners don't meow the jingle—they "translate" what their cat is REALLY saying when they meow (fed up with the roommate, plotting world domination, etc.). Submit funny dubbed videos. Morning show creates a countdown of best translations. Brand message: "Your cat's already singing our praises." In-store event = live dubbing booth.
5. "The Silent Meow-vie" Listeners create silent film-style videos of their cats "performing" the jingle with dramatic title cards and piano music. Think old-timey melodrama. On-air plays previews with live organist sound effects. Social gold for nostalgia + cat content. In-store finale screens entries on a big screen with audience voting via applause meter.
6. "Meow or Never" Game show format: Morning show calls listeners, plays 3-second audio clips. Listener guesses: "Real cat or human meowing the jingle?" Get 5 right, advance to in-store finale. On-air = quick, funny game bits (not full meow performances). Requires agency to produce meow recordings vs. real cat sounds for the game.
Over-the-Top Brand Wins
7. "Operation: Rescue Meow" Partner with local animal shelters. For every listener video submission (meowing OR just holding their cat), brand donates X bags of cat food to shelters. On-air focuses on adoption stories + shelter visits, not meowing. Social campaign = #RescueMeow[StationCall]. In-store finale is adoption event + meow-off. Client gets CSR story + sales lift + press coverage.
8. "The [Station] Country Caterwaulin' Choir" Recruit 100 listeners to form a literal choir that performs a FULL country arrangement of the jingle (think Pentatonix meets Nashville). Weekly rehearsals = content. On-air plays behind-the-scenes + rehearsal clips. In-store finale = live choral performance + flash mob in parking lot. Film it as a music video for the brand. Viral potential: high. Cringe factor: zero.
9. "Meow-sic City" Turn the whole market into a scavenger hunt. Station hides 50 cat statues around town, each with a QR code. Scan it, upload a video of you meowing at the statue. Collect all 50 for grand prize entry. On-air = clue drops + tracker updates. Social = user-generated content at landmarks. In-store finale = statue auction (proceeds to shelter). Brand becomes part of city lore.
10. "The [Brand Name] Grand Opry" Full-send parody: Produce a 30-minute livestreamed "awards show" hosted by the morning team at a honky-tonk venue. Categories: Best Meow Solo, Best Duet (human + cat), Best Costume, etc. Nominees announced daily on-air (short clips only). In-store event IS the red carpet finale with live voting. Sell it to the agency as their Super Bowl halftime show. Film it professionally. Client gets a branded content piece they can use nationally.
Which direction resonates? Want me to build out execution details for 2-3 of these?
Prompt with Context
There are many useful prompt designs and templates floating around the internet and on YouTube. The best ones prove that AI thrives on context. So rather than trying to memorize prompt templates, consider a conversational and collaborative approach.
How would you ask a team member who knows nothing about this project to help you? What skills would they need? What's important for them to know? Who is this for? What does good look like?
Keep these prompt elements in your mental arsenal when crafting any prompt. You may not need all of them, depending on the result you’re after.
Role
Objective
Context
Constraints
Tone
Format
The AI (Claude) Response
This is the benefit of giving the AI specific, clearly worded instructions for how it should respond.
The AI’s request for details on the marketing objective is something the user surely knew, but was so focused on getting to a solution that they didn’t include it in the prompt.
The instructions made the AI stop working on its response and ask qualifying questions.
AI slop avoided.
The user answers the questions
The user answers the marketing objective question and also takes the opportunity to add more detail about the event and the prize, and to request 10 ideas and concepts.
None of those things were in the original prompt. Having AI ask questions helps clarify the context and add dimension to a better description of what good looks like.
More AI slop avoided.
The Ten Ideas and Concepts generated by AI (Claude)
Depending on your role, taste, market, company policies, competition, etc., you might find at least one of these to be a great place to start building out a real-world solution.
In line with its instructions for ALL responses, the AI asks a follow-up at the end and offers to provide more detail and depth.
Clearly, they all require a professional, seasoned radio pro's touch and curation. The AI does a lot of blocking and tackling to get the ball close to the goal line so the human can step in and score the touchdown.
This is how context and collaboration get you to the win faster.