The actual 11-question post-purchase survey I run on my brands. Each question is engineered to extract a specific creative input — not generic NPS, not "rate your experience," not the survey your CS tool ships with by default. Every question below produces raw customer language you can plug directly into ad concepts, advertorial drafts, UGC scripts, and landing page copy.
Post-purchase is the highest-leverage moment to survey a customer. They've just made the decision. The emotional state is fresh. The reasons-to-buy are top of mind, in their own words, before the dopamine wears off and the language goes generic. Wait two weeks and you get "yeah it was good." Survey at order confirmation and you get the actual decision logic, the actual objection that almost killed the sale, the actual phrase they used to convince themselves to click.
Deploy this survey → collect 50–100 responses → you have enough raw material to fuel the next 90 days of creative without inventing a single angle.
The 11 questions (and what each one extracts)
The extraction note under each question is the strategic frame. It tells you what creative input that specific question produces and what part of the ad stack it powers. Read the notes — they're the difference between running a survey and running a research operation.
Replace {BRAND}, {PROBLEM}, and {CATEGORY_BEHAVIOR} with your brand-specific terms before deploying.
1. Before you found {BRAND}, what were you using to deal with {PROBLEM} — and why wasn't it working?
Extracts: current/prior solution awareness, sophistication level, competitor failures, exact language describing the gap. Powers the "others have failed you" ad angle.
2. Walk me through what was actually happening in your life when you realized you needed to do something different. What was going on?
Extracts: the inciting event, the breaking point moment, the external circumstances they blame. Powers the before-state hook and the catalyst story.
3. What does {CATEGORY_BEHAVIOR} actually look like for you — what does it feel like in your body, your mind, and how does it affect the people around you?
Extracts: physical symptoms, emotional symptoms, relational consequences. Surfaces the sensory language ad body copy needs to make them feel seen in the first 3 seconds.
4. What had you tried before that you thought might help but didn't — and what was missing?
Extracts: failed alternatives, competitor weaknesses in their own words, sophistication level, why they're still looking. Powers authority depositioning.
5. What made you decide to try {BRAND} specifically — what was it that finally made you click?
Extracts: the decisive conversion trigger (mechanism, guarantee, specific review, dosing, angle). Tells you exactly what's closing sales and what should lead every ad.
6. If a close friend asked you why {PROBLEM} was this bad for you, what would you tell her — whose fault is it, really?
Extracts: blame attribution in their own words. Tells you the external force they're blaming so copy can shift blame to the same target they're already using.
7. What do you most want to feel like on a daily basis — what does a version of you with {PROBLEM} handled actually look like?
Extracts: identity they're moving toward, desired self-image, specific outcomes imagined. Powers positive future-state copy and CTA frame.
8. What was the moment you first noticed something was actually shifting after you started taking {BRAND}?
Extracts: first tangible result in their own language, the specific symptom that moved first, the timeframe. Powers Week 1–2 testimonial copy and before-after mechanism proof.
9. Is there anything about your life, what you've been going through, or what you've been feeling that you feel like most people don't understand or talk about?
Extracts: hidden, unvoiced pain — the thing they've never seen reflected back to them in an ad. The desire that cannot yet be put bluntly into words.
10. How would you describe {BRAND} to a friend who's never heard of it — what would you actually say to her?
Extracts: natural sales language, the exact words used unprompted, benefit hierarchy in their own mind. Powers UGC scripts, testimonial copy, and word-of-mouth ads.
11. What made you almost NOT try {BRAND}?
Extracts: objections, gaps in understanding / marketing. Tells you the friction you didn't know was there — the objection you need to handle inside your ads and landing pages before the next prospect bounces on the same thing.
How to deploy it
Tools that work:
- KnoCommerce (recommended for Shopify — post-purchase popup, response rates 40–60%)
- Fairing (similar, slightly different question logic)
- Lucky Orange (post-purchase popup, works as a fallback)
- Google Forms linked from the order confirmation email (the no-budget option — lower response rate but free, and works fine for getting your first 50–100 responses)
When to send each question:
Not all 11 at once. You'll kill your response rate. The cadence I run:
| Question(s) | When | Why |
|---|---|---|
| Q5, Q11 | Immediately at order confirmation (popup or first thank-you email) | Conversion logic is freshest right at purchase — the objection (Q11) and the closer (Q5) need to be captured before memory decay sets in |
| Q1, Q2, Q4, Q6, Q10 | 3–5 days post-purchase email | The setup questions — they've had a moment to reflect on why they bought but haven't formed product-experience opinions yet |
| Q3, Q7, Q9 | 14 days post-purchase email | The emotional + identity questions — they're starting to feel the product working and the desired-state language gets sharp here |
| Q8 | 21–30 days post-purchase email | The result question — needs enough time for them to actually have something to report |
You can also run all 11 at once if you only have one survey moment — just expect lower completion rates. Order matters too: open with the easy-recall conversion questions (Q5, Q11), then move into the harder reflection questions (Q3, Q9). People drop off when the first question requires deep thinking.
Sample size to read:
- 50 responses: enough to start seeing patterns in 3–4 questions
- 100 responses: enough to spot the recurring language across all 11 questions — minimum threshold I deploy creative against
- 200+ responses: enough to segment by AOV, repeat status, and demographic for segmented creative
What to do with the raw data:
Export the responses as a CSV. Drop into Claude with the Native Ad Concept Generator V2 (cross-ref Plug & Play → Dialed Native Ad Prompts). The Concept Generator's Phase 1 inputs explicitly call for raw customer voice — this survey produces exactly that input. Pasted in raw, the Concept Generator's outputs go from generic to surgical.
Same data feeds the Emotional Valence Prompt (cross-ref Plug & Play → Emotional Valence Prompt) when you need to surface the hidden emotional layer underneath the surface answers — specifically what Q3 and Q9 produce.
When to deploy it
- Launching a new brand and need real customer voice for ad creative input before you've built any organic pattern recognition
- Scaling and the winning angle is fatiguing — surveys surface emerging language and new objections your competitors haven't yet caught
- Diagnosing why conversion dropped — Q1, Q4, and Q11 surface objections and competitor weakness that show up as friction in the funnel before they show up in the metrics
- Building a UGC pipeline — Q10 produces the natural sales language that scripts UGC creators way better than a marketing brief
- Repositioning the brand — Q6 (blame attribution) and Q7 (desired identity) tell you whether you're aiming at the right enemy and the right aspirational self-image
- Onboarding a new copywriter or creative team member — hand them 50 raw survey responses and they ramp in days, not months
Not for:
- One-time impulse-purchase categories where the survey lands with no emotional charge (cheap consumables, gifts)
- B2B with long sales cycles — the post-purchase emotional state is different; these questions need to be re-engineered for the procurement context
- Pre-launch hypothesis testing — you need actual customers for this. For pre-launch use the customer research extraction prompt gatekept in the masterclass
Cross-references
- Module 5 → Customer Research — the strategic frame for customer research as a discipline. This survey is one of the deployable assets that lives inside that frame
- Plug & Play → Dialed Native Ad Prompts — the Native Ad Concept Generator V2 explicitly requires raw market research as input. This survey produces that input. The two pieces are designed to fit together
- Plug & Play → Emotional Valence Prompt — takes the raw emotional answers from Q3 and Q9 and amplifies them into the full emotional architecture for creative use
- Plug & Play → Dialed Image Ad Prompts — the Catalyst Concept Ideation prompt uses the blame attribution from Q6 to identify the right enemy for catalyst-framed ads
- Module 3 → Using Claude to Automate Your Entire Stack — broader context for how survey data feeds into the AI-assisted creative production pipeline
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