10 Prompts to Get the Best Ad Copy Out of BusyOcto's AI Chat

BackFebruary 28, 2026

Key Takeaways

The quality of AI-generated ad copy is directly tied to prompt quality. Specific, context-rich prompts produce copy that is closer to final quality, while vague prompts produce generic output that requires extensive revision.
Each of the ten prompts below is designed for a specific advertising objective, from product launches to retargeting to seasonal promotions, giving you a ready-to-use template for the most common campaign scenarios.
Every prompt follows a proven structure: product context, target audience, key message, desired tone, platform specifications, and specific output format, which you can adapt to any product or campaign.
These prompts work within OctoChat at the standard 0.2 tokens per message, and most produce strong initial output that requires only one to two refinement turns to reach final quality.
Customize these templates by replacing the bracketed placeholders with your specific product, audience, and campaign details to get immediately relevant ad copy.

Why Do Prompts Matter So Much for AI Ad Copy?

Asking an AI to "write me a Facebook ad" is like telling a copywriter "write me something good" without a brief. The output might be competent but it will not be specific, strategic, or optimized for your particular business need. A strong prompt is essentially a compressed creative brief that gives the AI the information it needs to produce targeted, effective copy.

The difference between a poor prompt and a great prompt often means the difference between three rounds of revision and one. Since each OctoChat message costs 0.2 tokens, more efficient prompts save both tokens and time. A well-crafted prompt that produces near-final copy in the first response is worth the extra minute spent writing it.

The ten prompts below are organized by advertising objective, the most common scenarios where marketers need fresh ad copy. Each prompt is a complete template with placeholders you replace with your specific details. Use them as-is for quick copy generation, or modify them as you learn which variations work best for your brand.

Prompt 1: New Product Launch

"Write a Facebook ad for the launch of [product name], a [product category] that [key differentiator]. Target audience is [demographic] who [psychographic/behavior]. The main message is that this product [primary benefit] unlike anything currently available. Tone should be [tone description]. Include primary text (under 125 words), headline (under 10 words), and description (under 30 words). Create three variations with different opening hooks."

This prompt works for launches because it establishes the product's unique positioning, specifies the audience, and requests multiple hook variations for testing. The "unlike anything currently available" framing pushes the AI toward differentiation-focused copy rather than generic product description.

Adapt this prompt by adjusting the format requirements for different platforms. For Google Ads, change the output format to "5 headlines (30 characters each) and 4 descriptions (90 characters each)." For TikTok, change to "a 15-second video script with a hook in the first 3 seconds."

Prompt 2: Retargeting Warm Audiences

"Write a retargeting ad for [product name] targeting people who visited the product page but did not purchase. Address the most common buying hesitation for [product category], which is [hesitation]. Tone should be [tone], not pushy. Include a specific incentive: [offer like free shipping, 10% off, or money-back guarantee]. Primary text should be under 90 words. Include headline and description. Create two variations: one that leads with the incentive and one that leads with social proof."

Retargeting copy needs to be different from prospecting copy because the audience already knows your product. This prompt acknowledges that awareness by focusing on overcoming specific hesitations rather than introducing the product. The two variation types, incentive-led and social-proof-led, test two fundamentally different persuasion approaches.

Prompt 3: Seasonal or Holiday Promotion

"Write a [holiday/season] promotion ad for [brand name]. The offer is [specific offer details]. Target audience is [demographic] who are [seasonal behavior, e.g., shopping for gifts, preparing for summer]. Create urgency without being aggressive. Mention the promotion deadline of [date]. Tone should be [festive/warm/energetic]. Include primary text, headline, and description for Facebook. Create three variations: one emotional, one practical, and one urgency-focused."

Seasonal promotions benefit from time-limited urgency and emotional connection to the season. This prompt produces three distinct approaches that test whether your audience responds better to emotional appeal, practical value, or deadline pressure during the promotional period.

Prompt 4: Competitive Differentiation

"Write a Facebook ad for [product name] that positions it against competitors without naming them directly. Our key advantages are [advantage 1], [advantage 2], and [advantage 3]. The target audience is [demographic] who are frustrated with [common category complaint]. Tone should be confident but not aggressive. Use the structure: acknowledge the problem, present our solution, and end with a clear CTA. Primary text under 100 words plus headline and description."

This prompt produces competitive positioning copy that highlights your advantages while respecting platform policies against directly naming competitors. The problem-solution structure creates a narrative flow that resonates with audiences experiencing the frustrations you address.

Prompt 5: Testimonial-Style Social Proof

"Write a Facebook ad in the style of a customer testimonial for [product name]. The customer persona is [name or description], who [relevant background]. They experienced [specific problem] before finding our product and now [specific outcome]. The ad should feel authentic and conversational, like a real person sharing their experience. Keep it under 100 words for primary text. Include a headline that reinforces the transformation. Create two variations with different customer personas."

Testimonial-style ads consistently rank among the highest-performing ad formats because they provide social proof in an authentic, relatable format. This prompt generates realistic testimonial copy that follows the classic problem-to-solution narrative structure.

Prompt 6: Educational Content Ad

"Write a value-first Facebook ad for [brand name] that teaches the audience something useful about [topic related to product]. The audience is [demographic] who want to learn about [interest area]. Lead with an interesting insight or surprising fact. The educational content should naturally position [product name] as the solution. Tone should be knowledgeable but accessible, not academic. Primary text under 125 words, headline under 10 words, description under 30 words."

Educational ads work well for top-of-funnel audience building because they provide value before asking for anything. This prompt ensures the educational content naturally bridges to product positioning rather than feeling like a bait-and-switch.

Prompt 7: Urgency and Scarcity

"Write a limited-availability ad for [product name or offer]. The scarcity element is [limited quantity, time-limited offer, or exclusive access]. Target audience is [demographic] who have previously shown interest in [related interest]. Create genuine urgency without making false claims. The copy should explain why availability is limited. Tone should be direct and energetic. Primary text under 80 words, headline under 8 words, description under 25 words. Create two variations: one focusing on what they gain and one focusing on what they might miss."

Urgency and scarcity are powerful conversion drivers when used honestly. This prompt requires the AI to explain the reason for scarcity, which produces more believable copy than generic "hurry, limited time" messaging. The gain versus loss framing tests two psychological approaches.

Prompt 8: Brand Story or Mission

"Write a brand awareness ad for [brand name] that communicates our mission: [mission statement]. Our origin story includes [brief origin]. The ad should make people feel [desired emotion] and want to learn more about our brand. Target audience is [demographic] who value [values alignment]. This is not a direct-response ad. The goal is brand affinity, not immediate purchase. Tone should be [tone]. Primary text under 150 words, headline, and description."

Brand story ads build long-term equity and work best with audiences who are not yet ready to purchase. This prompt explicitly states the brand-building objective to prevent the AI from defaulting to conversion-focused copy.

Prompt 9: Cross-Sell or Upsell

"Write a cross-sell ad targeting existing customers of [product A] to introduce them to [product B]. The connection between the products is [how they complement each other]. Acknowledge the customer relationship with language like 'since you already love [product A].' The offer for existing customers is [special offer]. Tone should be appreciative and exclusive, making the customer feel valued. Primary text under 90 words, headline, description."

Cross-sell ads require a fundamentally different tone than acquisition ads because you are addressing existing customers. This prompt ensures the copy acknowledges the relationship and makes the customer feel recognized rather than targeted.

Prompt 10: Problem-Agitation-Solution

"Write a direct-response ad using the problem-agitation-solution framework for [product name]. The problem is [specific problem]. Agitate by describing [consequence of not solving the problem]. Present [product name] as the solution with [key benefit]. Target audience is [demographic] who experience this problem [frequency]. Tone should be empathetic in the problem phase and confident in the solution phase. Primary text under 100 words, headline, description. Create two variations with different agitation angles."

Problem-agitation-solution is one of the most proven copywriting frameworks because it creates emotional engagement before presenting the solution. This prompt produces copy that follows the framework precisely while testing different agitation angles to find the most resonant emotional trigger.

How Do You Customize These Prompts for Your Brand?

Each prompt contains bracketed placeholders that you replace with your specific details. The more specific your replacements, the better the output. Instead of replacing [demographic] with "women," use "women aged 28 to 42 in urban areas who follow fitness influencers." Specificity gives the AI more creative material to work with.

Add your brand voice description to any prompt for consistent tone. Append a sentence like: "Our brand voice is casual, witty, and direct. We use short sentences and never use corporate jargon." This voice guidance applies across all prompt templates.

Combine prompts when appropriate. A product launch for existing customers might combine elements from Prompt 1 (new product launch) and Prompt 9 (cross-sell). Take the structural elements from each that serve your specific scenario.

Frequently Asked Questions

Can I modify these prompts for platforms other than Facebook?

Yes. Change the platform specification and output format requirements to match any platform including TikTok, Google Ads, or LinkedIn.

How many tokens does a typical prompt session use?

A prompt plus one to two refinement messages costs 0.6 to 1.0 tokens. A full session testing multiple prompts typically uses 3 to 5 tokens.

Should I use the same prompt for every campaign?

No. Select the prompt that matches your specific campaign objective. Different objectives require different copy structures and messaging approaches.

Can I combine elements from multiple prompts?

Yes. Mix structural elements from different prompts to create custom templates that match your specific campaign scenarios.

Do these prompts work on the Solo plan?

Yes. All prompts work identically on Solo, Pro, and Enterprise plans. Standard OctoChat pricing of 0.2 tokens per message applies.

How often should I update my prompt templates?

Review and refine your templates quarterly based on which prompts consistently produce the best-performing ad copy for your brand.