Adam Jellal
April 14, 2026
Conversion copywriting is the most specific kind of writing in marketing. Unlike blog posts (which inform) or social media (which builds relationships), conversion copy has one job: get a specific person to take a specific action. Click the ad. Read the page. Complete the form. Buy the product.
Most AI-generated conversion copy fails at this because it defaults to describing features rather than selling outcomes, and it generates balanced, moderate language rather than the specific, emotionally resonant copy that moves people to act.
The fix is not better AI — it's better inputs and a more systematic editing pass. This guide covers how to write conversion copy with AI across the three most important formats: ad copy, landing pages, and CTAs.
Before prompting any AI tool, every piece of conversion copy needs three things defined:
The specific audience at a specific moment. Not "marketers" but "marketing managers at B2B SaaS companies who have just missed their Q3 lead targets and are now evaluating new content tools." The more specifically you can describe the person and the moment they're in, the more relevant your copy can be.
The specific desired action. What exactly are you asking them to do? "Click the ad" is not specific enough. "Click the ad and land on a free trial signup page" is. The copy needs to set up and justify that specific action, not a general action.
The core value proposition. In one sentence: what does this product/service do for this specific person that nothing else does as well? This is the claim your copy builds around. Every headline, every benefit statement, every CTA should trace back to this one sentence.
Ad copy operates in the most constrained format: Google Ads allow 30-character headlines and 90-character descriptions; Facebook/Instagram allows 125 characters for primary text and 27 characters for the headline. These constraints mean every word counts, and the copy must work without the full context a landing page provides.
Step 1 — Generate multiple headline and description variations.
Use Typely's AI Chat:
"Write 10 Google Search ad headline variations (each under 30 characters) for [product/service] targeting [specific audience]. Each headline should: (1) address one specific benefit, pain point, or value proposition, (2) include a relevant keyword where natural, and (3) be specific — avoid vague claims like 'best' or 'great.' Also write 5 description variations (each under 90 characters) that expand on the headline and include a clear next step."
"Write 10 Facebook/Instagram ad primary text variations (under 125 characters each) for [product/service] targeting [specific audience in a specific moment]. Mix: 3 pain-point-led lines, 3 benefit-led lines, 2 curiosity-gap lines, 2 social-proof-led lines."
Step 2 — Apply the conversion copy test to each variation.
For each generated ad, ask:
Step 3 — Edit for specificity.
Replace every generic claim with a specific one. "Improve your content ROI" → "Get 40% more organic traffic in 90 days." "Save time on writing" → "Cut your blog production time from 6 hours to 2." These claims need to be true — don't make up numbers. If you have real performance data from existing customers, use it. If not, frame claims as possibilities: "Teams like yours typically..." or "See how [outcome] is possible in [timeframe]."
A landing page is a single-goal page where traffic from an ad, email, or social post arrives and is asked to take one specific action. The copy needs to accomplish five things in roughly this order:
The headline — confirms relevance (the visitor just clicked on X, and this page is about X) and creates immediate interest or credibility
The subheadline — expands on the headline's promise with a specific value statement
The body copy — explains the benefits (not features), addresses objections, and builds the case for the CTA
Social proof — testimonials, logos, numbers that validate the claims made in the body
The CTA — a specific, action-oriented button that converts the page's intent into a click
Use Typely's AI Chat with a full-context prompt:
"Write landing page copy for [product/service name] targeting [specific audience in specific moment]. The primary action is: [the one thing I want them to do on this page]. The core value proposition is: [one sentence]. Write: (1) 3 headline options (under 10 words, benefit or outcome focused), (2) 2 subheadline options (one sentence expanding on the headline), (3) body copy of 150-200 words organized around the top 3 benefits (not features), (4) 3 objection-handling lines addressing [specify the top 3 objections your audience has], (5) 3 CTA button text options (2-5 words, action-first). Do NOT include placeholder testimonials or fabricated social proof."
Benefits vs. features confusion. AI reliably writes features. Benefits require knowing what the customer actually cares about — which means knowing your customer. Edit every feature statement by asking "so what?" until you reach a genuine human outcome.
"The platform integrates with your existing CRM" → "so what?" → "You don't have to change your workflow" → "so what?" → "You can start seeing results without disrupting your team's existing process."
Generic objection handling. The objections your specific audience has are not the same as generic marketing objections. You need to know the actual reasons your prospects don't convert — from sales call recordings, customer surveys, or support tickets — and address those specifically.
CTA button text. AI defaults to "Get Started," "Learn More," or "Sign Up." These are weak because they don't tell the visitor what they're getting. Better CTAs describe the outcome: "Start My Free Trial," "Get the Free Guide," "See My Results." Specify this explicitly in your prompt.
A call to action is anywhere you ask a reader or viewer to do something. Beyond landing page buttons, CTAs appear in blog posts, social media posts, emails, video outros, and podcast sign-offs.
Effective CTAs are:
Use Typely's AI Chat:
"Write 10 CTA variations for [specific context — e.g., end of a blog post about content marketing, asking readers to download a guide]. The CTAs should: be 5-10 words, start with an action verb, specify what they're getting, and reduce friction. Mix: 3 benefit-outcome CTAs, 3 urgency CTAs, 2 curiosity CTAs, 2 low-friction CTAs."
AI produces better conversion copy when given a specific copywriting framework to work within. The three most reliable:
PAS (Problem → Agitate → Solution). State the specific problem your audience faces. Make it feel more painful by expanding on its consequences. Then introduce the solution. Works best for problem-aware audiences.
Prompt addition: "Use the PAS framework: (1) describe the specific problem in one sentence, (2) agitate it by expanding on its consequences, (3) introduce the solution."
AIDA (Attention → Interest → Desire → Action). Hook attention, build interest with relevant information, create desire by making the outcome feel real and desirable, then direct to action. Works best for broader awareness campaigns.
Prompt addition: "Use the AIDA framework: attention (one sentence hook), interest (2-3 sentences of relevant context), desire (2-3 sentences of outcome-focused benefit), action (CTA)."
FAB (Features → Advantages → Benefits). List a feature, explain the advantage it creates, and connect it to the human benefit. Useful for product-led copy where features are genuinely differentiating.
Prompt addition: "For each feature, write using FAB: feature (what it is), advantage (what it does), benefit (what the customer actually gets as a result)."
Before any conversion copy goes live:
The "so what?" test. For every claim in the copy, ask "so what?" until you reach the human benefit. If you can't answer "so what?", the claim isn't earning its place.
The specificity test. Replace every vague claim ("faster," "easier," "better") with a specific one, or remove it.
The one-action test. Does the page/ad/email have exactly one primary action? Every additional CTA reduces conversion on the primary one.
Grammar check. Run Typely's Grammar Checker on all copy. An error in a headline or CTA is immediately visible and damages trust.
Humanize the tone. Run any copy that feels overly formal or corporate through Typely's AI Text Humanizer, then edit for brand voice.
Full copywriting workflow available free at usetypely.com.
Most professionals write to communicate — but unclear writing communicates less than intended, and sometimes the opposite. Here's how to use AI tools to systematically improve the clarity, confidence, and impact of everything you write at work.
The professionals using AI most effectively aren't working more hours — they're doing more meaningful work in the same hours. Here's how to use AI to reduce the overhead that drains energy without reducing the quality that builds your reputation.
Independent consultants compete on expertise, credibility, and the ability to communicate value clearly. Here's how AI tools help at every stage of the consulting cycle — from business development through client delivery.
5/5(472)
Typely provides a unified workspace where you can use various AI capabilities, image generation, research assistance, and conversational AI. All through a single credit-based system.
