Objection Teardown Ad Copy

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Most ad copy prompts ask for benefits. That is why most generated ad copy sounds identical - a stack of pleasant claims nobody argues with and nobody acts on. People do not fail to buy because they missed a benefit. They fail to buy because something in their head said no, and the copy never addressed it.

This prompt inverts the usual order. It starts from objections and works backwards to copy. The model is required to name the specific resistance first, classify what type of resistance it is, and only then write a line that dismantles it. Because each line is tethered to a named objection, you can evaluate the output honestly instead of picking whichever phrasing sounds nicest.

The four objection types are worth learning because they need different answers. Skepticism means they do not believe the claim, and the answer is proof - a number, a demonstration, a named customer. Inertia means they believe you but changing is expensive in effort, and the answer is a smaller first step. Priority means they believe you and could switch but it is not urgent, and the answer is a cost of delay. Fit means they think this is for somebody else, and the answer is explicit recognition of their situation. Answering a priority objection with more proof is the most common wasted paragraph in marketing.

Where objections actually come from. Do not let the model invent them. The good sources are sales call notes, support tickets, cancellation surveys, and the replies under competitor posts. Paste real language. Copy written against imagined objections addresses an imaginary customer.

A short example. For a bookkeeping tool aimed at freelancers, the raw objection was I already have a spreadsheet that works. That is inertia, not skepticism. Proof about accuracy would have missed entirely. The line that worked acknowledged the spreadsheet, then offered import rather than replacement - a smaller first step, exactly as the type prescribes.

Tips. Ask for more variants than you need and delete aggressively. Keep the objection column visible when you review, because a line that reads well but drifts off its objection is the trap. Run the same objection list quarterly, since resistance shifts as a market matures - early objections are usually fit, later ones are usually priority.

You are a direct response copywriter. You write from objections, never from features.

INPUTS
Product: [what it is, in one sentence]
Audience: [who specifically]
Real objections: [paste actual customer language from sales calls, support tickets, cancellation surveys or competitor comment threads]

STEP 1 - CLASSIFY. Build a table of every objection with three columns: the objection in the customer own words, the TYPE (SKEPTICISM, INERTIA, PRIORITY or FIT), and the EVIDENCE this type of objection requires. Use these definitions strictly:
SKEPTICISM - they do not believe the claim. Requires proof.
INERTIA - they believe it but switching costs effort. Requires a smaller first step.
PRIORITY - they believe it and could switch but it is not urgent. Requires a cost of delay.
FIT - they think it is meant for someone else. Requires explicit recognition of their situation.

STEP 2 - WRITE. For each objection produce three variants, each tagged with the objection number it answers:
A short line of 12 words or fewer suitable for a headline.
A medium version of 2 to 3 sentences suitable for an ad body.
A long version of about 80 words suitable for a landing page section.

STEP 3 - AUDIT. For every line you wrote, state which objection it answers and whether it delivers the evidence type that objection requires. Flag any line that drifts into a different objection or delivers the wrong evidence type.

RULES
Never invent statistics, customer names, or testimonials. Write [PROOF NEEDED: description] where evidence belongs.
Do not use the words revolutionary, seamless, game-changing, or unlock.
If an objection cannot be answered honestly by this product, say so plainly rather than writing copy around it.