AI Copywriting Frameworks

What a framework does for an AI tool

A copywriting framework is an order of argument. Told to "write a sales email", a model picks a structure for you, usually a generic one. Told to "use Problem, Agitate, Solve", it follows a known sequence, and you can check each part. That makes frameworks more useful with AI than without it: they are compact instructions a model already understands.

The skill is choosing the right one. Frameworks differ mainly in where they start (attention, pain, outcome, product, answer or proof), and the right starting point depends on how aware the reader already is of their problem and of you. This article compares six. Whether AI should write the copy at all is a separate question, covered in AI copywriting: when it works and when it does not.

The six compared

Six copywriting frameworks compared for AI-assisted writing

Framework	Sequence	Best job	Where it fails	Prompting tip
AIDA	Attention, Interest, Desire, Action	Cold audiences who do not yet know they need you: display, social, long sales pages	Readers already searching for a solution find the attention stage slow	Specify what the attention device is (a fact, a question, a scene); otherwise the model opens with a cliché
PAS	Problem, Agitate, Solve	Readers who feel the problem: search ads landing pages, cold email	Agitation easily becomes exaggeration or fear, which undermines trust and may mislead	Cap the agitate step at one concrete consequence the reader would recognise
BAB	Before, After, Bridge	Showing change: case study summaries, onboarding emails, service pages	The after picture drifts into promises you cannot substantiate	Supply the real after state from a case record, or instruct the model to keep it qualitative
FAB	Features, Advantages, Benefits	Comparison shoppers who already know the category: product pages, spec sheets	Starts with the product, so it loses readers who have not decided they need it	Give the feature list and ask for one advantage and one benefit per feature, no more
Inverted pyramid	Answer, key detail, background	Pages people scan: blog openings, FAQs, press releases, emails to busy readers	Can feel flat for emotional or brand-led copy	Instruct: the first sentence must answer the reader's question on its own
Claim, Proof, Ask	One claim, the evidence, one proportionate action	Sceptical B2B buyers, proposals, LinkedIn posts from experts	Collapses if there is no real proof to supply	Paste the proof; tell the model to use only that proof and to weaken the claim if the proof is partial

Who each framework suits

AIDA suits advertisers reaching people who were not looking: social feeds, display, video. It is the framework most likely to produce filler with AI, because "attention" invites a dramatic opener, so be specific about the device.

PAS suits businesses whose buyers already feel pain and search for relief. It works best when the problem statement uses the customer's own words. Keep the agitation honest; the ASA expects evidence for objective claims, and "you are losing thousands every month" is an objective claim.

BAB suits services with visible transformation. It is only as good as the real "after"; without a case record, keep it qualitative.

FAB suits product pages and feature comparisons for readers who have chosen the category and are choosing the product.

Inverted pyramid suits almost anything read on a screen by busy people. Nielsen Norman Group recommends it for web writing because readers skim and may read only the first sentence or two.

Claim, Proof, Ask suits expert B2B audiences who distrust marketing language. It is short, and it forces you to have proof.

One example of each

Illustrative examples for a fictional office-plant rental company; not a client.

• • AIDA: "Your office has 40 desks and no living thing on them. Plant rental means we choose, deliver and maintain the plants; you just water nothing. Teams tell us the office feels different within a week. See what 40 desks' worth looks like."
• • PAS: "Office plants keep dying. Every replacement costs money and someone's afternoon. We rent, place and maintain them, and replace any that struggle at no extra charge."
• • BAB: "Before: a bare open-plan floor. After: plants chosen for your light levels, maintained fortnightly. The bridge: a site visit and a plan in one week."
• • FAB: "Self-watering planters (feature) mean plants survive a two-week holiday (advantage), so the office never looks neglected when clients visit (benefit)."
• • Inverted pyramid: "Yes, we maintain the plants: a technician visits every two weeks to water, feed and replace. Here is what a visit includes."
• • Claim, Proof, Ask: "You will never replace a dead plant yourself. Last year our technicians swapped 300 struggling plants across 60 client offices, at no extra charge. Want a quote for your floor?"

Note that the AIDA line "Teams tell us the office feels different within a week", the PAS replacement promise and the claim, proof, ask figures are all claims; the figures here are invented for a fictional company, and in real copy each needs evidence from your own records or must come out.

Formats where frameworks do not apply

Google's responsive search ads combine up to 15 headlines (30 characters each) and up to four descriptions (90 characters each) in different orders, chosen by the system. A sequence such as AIDA cannot survive being reshuffled, so each asset must make sense alone. For those formats, instruct the model to write standalone assets, each carrying one idea: a benefit, a proof point, an offer, a qualifier.

A prompt pattern for any framework

Write [format] for [reader, and what they already know]. Use the [framework] structure: [list its steps]. Use only these facts and proof: [paste]. The reader's own words for the problem are: [paste phrases]. Keep each step to [length]. Label each step in square brackets so I can check the structure, and do not add claims that are not in the facts provided.

The labels let you check the structure quickly; remove them before publishing.

FAQ

Can I combine two frameworks in one piece?

Yes, commonly by nesting: an inverted pyramid opening on a long page, then PAS or BAB in the body. Tell the model which framework applies to which section, or it will blend them into something with no clear order.

Which framework works best for LinkedIn posts?

For expert B2B audiences, claim, proof, ask or the inverted pyramid usually fit, because readers decide in the first two lines whether to expand the post. AIDA openers tend to read as clickbait there.

Does the framework matter if the model is good?

Yes. A strong model writes fluent copy in whatever structure it chooses, but it cannot know your reader's awareness stage unless you tell it. The framework is how you tell it.

Is PAS manipulative?

It does not have to be. Naming a real problem the reader already feels is helpful; inventing or inflating consequences is not, and objective claims in the agitate step need the same evidence as any other claim.