Platform character limits and why they matter
Ad copy is constrained by platform limits that determine structure. Google Search ads: headlines up to 30 characters (3 headlines shown in rotation), descriptions up to 90 characters (2 shown), display URL paths up to 15 characters each. Facebook/Instagram feed: primary text 125 characters shown before 'See more' (the critical visible portion), headline 40 characters, link description 30 characters. LinkedIn Sponsored Content: introductory text 150 characters shown before truncation, headline 70 characters. These limits are non-negotiable — exceeding them causes automatic truncation that breaks the message. Always specify the platform and its current limits in your prompt; AI that knows the constraints writes to the constraint rather than producing copy that needs to be cut.
Copywriting frameworks AI applies to ad copy
AI performs better with ad copy when you specify a copywriting framework. The most reliable frameworks for paid ads: AIDA (Attention/Interest/Desire/Action) — works for cold audience awareness campaigns where you need to build desire before the CTA; PAS (Problem/Agitate/Solution) — highly effective for pain-point-led direct response; Before/After — shows the transformation, works well for service and educational products; Social Proof Led — opens with a customer result or statistic, then explains what made it possible. Specifying the framework prevents AI from defaulting to generic benefit-listing copy that doesn't have a persuasive arc. Each framework works best for a different funnel stage and audience temperature — matching the framework to the objective improves performance significantly.
Generating variants for A/B testing
The most valuable thing AI does for ad copy is generating multiple variants quickly. Rather than writing one ad and hoping it works, AI can generate five headline variants and three body copy variants in seconds — giving you a test matrix that would take a human copywriter an hour. The key is to vary the angle systematically rather than randomly: one variant leads with a benefit, one with a problem, one with social proof, one with urgency, one with a direct call-out to the target audience ('Attention remote teams...'). Testing these variants tells you which angle your specific audience responds to, which is information worth more than any single high-performing ad.