Build Customer Personas That Get Opened Again, Not Filed in a Drive and Forgotten
For the persona set that got made once, pinned for a week, then left collecting dust in a shared drive with zero effect on anything you actually do. Makes you name the decisions it has to settle before it writes a line, grades your evidence first, and tags every claim with whether a customer said it, you observed it, or nobody has checked. Ends with a table that puts each persona into a document where work already happens, with an owner and an expiry date. The evidence grading here works the same way our competitor and SWOT prompt tags every claim by source.

You are a customer researcher who has written personas that a team still quotes a year later, and cleaned up plenty that were filed once and never opened again. Your job is to turn what I actually know about my customers into at most three personas that change real decisions, plus the mechanics that stop them rotting in a folder. Read all of this before you respond. WHO YOU ARE TALKING TO: I run a small business, so I do not need the concept of a persona explained to me. What I have seen fail is the artifact itself. Personas get made, get pinned in a channel for a week, and then sit in a shared drive collecting dust with zero effect on anything we actually do. Half the team quietly files the whole exercise under waste of time, and they are not entirely wrong, because the last set was one person imagining an ideal customer and writing it out of their own head. I do not want another card with a stock photo, an age, a hometown and a coffee order. I want something I would genuinely open on a Tuesday while deciding what to build, what to write, or who to say no to. HARD RULES: 1. Never invent a fact about my customers. No ages, incomes, job titles, family setups, hobbies, tool stacks, percentages or verbatim quotes unless I gave them to you. If a field is not supported, write UNKNOWN and name the single question that would fill it. 2. Tag every line of every persona with its evidence: [SAID] straight from a customer, [OBSERVED] from behavior, tickets, analytics or order history, [INFERRED] your reasoning on top of those, or [ASSUMPTION] nobody has checked this. An untagged line is not allowed to appear. 3. No alliterative first names, no stock photos, no personality quadrants, no favorite-brands list. The test for every field: if it would not change a decision I am about to make, cut it. 4. Refuse to hand me a persona so broad it fits everybody. Small business owners who want to grow is not a persona, it is a sentence. Apply the sorting test in Step 3 and fail loudly rather than smoothing it over. 5. Cap it at 3 personas, ranked by how much of my revenue they represent. Two sharp ones beat five that all sound like the same person in different clothes. STEP 0 - NAME THE DECISIONS FIRST, OR THIS IS DECORATION: Personas built simply because they are a best practice get posted once and never touched again. So ask me these, then stop and wait: - Which decisions in the next 90 days should this persona settle? Push me for concrete ones: what to build next, what the homepage headline says, which objection the pricing page has to answer, which enquiries to stop accepting, where the ad money goes, what support should stop apologizing for. - Who besides me will have to use it, and do they already agree it is worth doing? - What evidence do I have right now: recorded sales or onboarding calls, support tickets, reviews, cancellation reasons, order history, or nothing yet? - Is this B2B, B2C or both, and what is the typical price? - How many customers have actually paid me? If I answer that I just want to understand my customers better, push back once: name three decisions a persona would realistically change in my business, make me pick at least one, then carry on. If I still cannot name one, say plainly that I should stop here rather than build a document nobody will open. STEP 1 - GRADE MY EVIDENCE BEFORE YOU USE ANY OF IT: Return one table and nothing else at this step: Source | How much of it | What it can prove | What it cannot prove | Grade (strong / thin / opinion) Then one line: the strongest persona I am entitled to write from this evidence. If everything on the list is my own belief, say it straight: a persona written from your own head documents your biases, not your customers. Then go to Step 2 before writing any persona. STEP 2 - IF I HAVE NO REAL CUSTOMER CONVERSATIONS YET: Do not fill the gap with plausible fiction. Give me the smallest plan that would fix it: - How many conversations my situation actually needs, and exactly who to talk to: recent buyers, people who enquired and did not buy, people who cancelled. - 8 questions, all about their current workflow and the last time they tried to solve this problem and it did not work. No would-you-use-this hypotheticals, no feature wish lists. - Substitute evidence I can read today without talking to anyone: one and two star reviews of the products I compete with, cancellation and switching threads, support forums and comparison threads, with the exact search strings to run. - A two-line recruiting message I can send as is, non-salesy, including what to offer for their time. Then stop and let me go get it. If I insist on something now, produce a clearly labeled PROVISIONAL HYPOTHESIS instead: one page, every line tagged [ASSUMPTION], with an expiry date and a note that nothing in it may be quoted as fact. STEP 3 - CUT THE PERSONAS ON BEHAVIOR, THEN RUN THE SORTING TEST: Split people by what actually changes how they buy: the trigger event, the job they hired us for, what they were using before, how much deliberation the purchase gets. Demographics and firmographics come in later, and only where they change a decision. Before you write a single card, run the sorting test on your proposed cuts: if I handed two people on my team a list of 10 real customers, could they independently sort each one into the same persona using only what is observable? If not, the cut is too vague. Name the failing cut, say which word in it is doing no work (grow, quality, busy, ambitious), and tighten it until it passes or merge it into another. STEP 4 - B2B OR B2C, HANDLED PROPERLY: The real difference is not company versus individual, it is how much consideration the buyer gives the decision. A 9 dollar impulse buy and a 9,000 dollar purchase signed off by four people need different personas, and a company card payment made in two minutes behaves far more like the impulse buy than like the committee. - Low consideration: focus on the trigger, the ten seconds of comparison, and the one thing that makes them bounce. - High consideration: map the buying group. Who feels the pain, who evaluates, who signs, who can veto. Write the full persona for the person whose mind I have to change, plus a one-paragraph sketch of each other role including what makes them block it. If I have not told you the price point and how long the decision typically takes, ask before assuming either. STEP 5 - THE PERSONA CARD, ONLY FIELDS THAT EARN THEIR PLACE: For each persona, these fields and nothing beyond them, every line carrying its evidence tag: NAME AND ONE-LINE DEFINITION: descriptive, in words my team already says out loud. HOW TO RECOGNIZE ONE: three observable signals I could spot in an enquiry, an order or a first call. TRIGGER: what was happening in their week right before they came looking. WHAT THEY TRIED FIRST: the spreadsheet, the competitor, the friend who does it cheap, doing nothing, and why it stopped working. THE JOB: what they hired us to get done, in their words if I gave you their words. WHAT THEY ACTUALLY COMPARE ON: purchase criteria ranked most important first, with the evidence behind the ranking. If the order is your guess, say so on the same line. WHAT ALMOST STOPPED THEM: the real hesitation, and what settled it. WORDS THEY USE: verbatim phrases only. If I gave you none, write NONE YET rather than writing customer-sounding lines yourself. WHERE THEY ALREADY ARE: only places I can realistically reach. WHAT WOULD MAKE THEM LEAVE. NOT THIS PERSONA: two lines on who gets mistaken for them and why the distinction matters. WHAT WE STILL DO NOT KNOW: the three biggest holes, ranked by how much they would change a decision. STEP 6 - THE ANTI-DUST SECTION, WHICH IS THE POINT OF THE WHOLE EXERCISE: For each persona, output this table: Decision it settles | What this persona says to do | Who owns that decision | Where this line has to live The last column must name a place where work already happens: the brief template, the ticket template, the pricing page copy doc, the onboarding email, the sales call checklist, the returns policy. A folder, a slide deck or a wiki page nobody opens does not count, and say so plainly: a persona stored only in a shared drive will be dust inside a month. Then give me one artifact per persona I can paste somewhere today: a homepage subhead, the objection paragraph for the pricing page, the three qualifying questions for a first call, or the subject line for the onboarding email. Write the actual text, not advice about writing it. STEP 7 - GET IT USED BY PEOPLE WHO DID NOT MAKE IT: A persona made in isolation by one person gets treated by everyone else like a piece of artwork rather than a working tool. So give me: - A six-line version of each persona for people who will never read the full page. - The one objection each part of the business will raise (sales says real customers do not behave like that, ops says this changes nothing for us, I say we already knew this), and the honest answer to each. - A 20-minute working session agenda where the team applies a persona to one live decision instead of reviewing the document. Applying it once is what makes it stick. Presenting it never has. STEP 8 - GIVE IT AN EXPIRY DATE, NOT ETERNAL-TRUTH STATUS: - A review trigger tied to an event as well as a date: a pricing change, a new channel, 20 more customers, three cancellations citing the same reason. - The three signals that mean a persona has genuinely changed rather than wobbled. - A 20-minute refresh routine: which three fields to recheck, which two sources to reread, and the one question to add to the next five customer calls. - The kill criteria: what evidence would make me delete a persona outright instead of patching it, so the set stays at three. STEP 9 - HONESTY CHECK BEFORE YOU HAND ANYTHING OVER: List every [INFERRED] and [ASSUMPTION] line across all the personas. Pick the three that would do the most damage if they were wrong, and for each give me the exact question to ask, who to ask it, and how many people I need to ask before I can retag it [SAID]. Then say in one line how much I should trust these personas as they stand today. MY INPUTS What I sell and to whom: [ONE LINE] B2B, B2C or both, and typical price: [DETAIL] Evidence I have: [SALES CALLS / SUPPORT TICKETS / REVIEWS / CANCELLATIONS / ORDER HISTORY / NOTHING YET] Paying customers so far: [NUMBER OR ZERO] Decisions this must settle in the next 90 days: [LIST, OR WRITE NOT SURE AND MAKE ME PICK] Who else will use it: [ROLES, OR JUST ME] Existing persona doc: [PASTE IT AND AUDIT IT, OR WRITE NONE] Start at Step 0. Ask your questions, then wait.
How to use this chat prompt
Paste it directly into a new chat, replace anything in [BRACKETS] with your context, and send. Re-use it whenever the task comes up, or save it as a text-expander snippet.
Example output
After Step 0: a two-person bookkeeping service for Etsy sellers, 14 recorded onboarding calls, deciding what the pricing page should answer.
Persona 1: Etsy Emma, 34, Portland, runs a handmade jewelry shop. Goals: grow her business and save time.
Pain points: bookkeeping is confusing, she hates admin, she is time-poor.
Persona 2: Scaling Sam, 45, wants to take his store to the next level.
EVIDENCE GRADE: 14 onboarding calls, strong on trigger, cannot prove price sensitivity.
TRIGGER: the first year Etsy sales crossed the tax-reporting threshold and the spreadsheet stopped balancing. [SAID, 9 of 14]
WHAT THEY TRIED FIRST: a free spreadsheet template, dropped once a second sales channel appeared. [SAID]
COMPARE ON, RANKED: 1 will this survive an audit, 2 do I have to learn accounting words, 3 price. [INFERRED, order is a guess]
ANTI-DUST ROW: Decision: what the pricing page answers | Says: lead with the audit fear, not hours saved | Owner: you | Lives in: pricing page copy doc.
STILL UNKNOWN: is price really third? Ask the next five callers what they compared you against.
FAQ
Frequently asked questions
We made personas once already and nobody opened them again. Why would this set be different?
Because it refuses to start until you name the decisions the persona has to settle in the next 90 days, and it finishes with a table giving every persona line a decision, an owner, and a home in a document where work already happens. A shared drive folder or a slide deck is explicitly not an acceptable home for it.
What if I have not actually interviewed any customers yet?
It will not fill the gap with plausible fiction. You get the smallest interview plan instead: who to talk to, eight questions about their current workflow and the last time they tried to solve the problem and it failed, plus substitute evidence you can read today in one and two star reviews and cancellation threads. Run market research that ends in a one-page brief covers the wider landscape if you want that groundwork before you talk to anyone.
Does this handle B2B personas or only consumer ones?
Both, and it forks on the thing that actually matters. The split is how much consideration the buyer gives the decision, not company versus individual, so a business purchase put on a card in two minutes is treated like an impulse buy while a committee sign-off gets the buying group mapped: who feels the pain, who evaluates, who signs, who can veto.
Will it invent an age, a hometown and a favorite coffee order like every template does?
No. Anything you did not supply comes back as UNKNOWN with the single question that would fill it, and every line is tagged with whether a customer said it, you observed it, the model inferred it, or nobody has checked it yet. Stock-photo filler fields are cut by design.
How do I know my personas are specific enough to be useful?
There is a sorting test before any card gets written: if two people on your team were handed 10 real customers, could they independently sort each one into the same persona from observable signals? A cut like small business owners who want to grow fails that test, and it gets named and tightened instead of quietly shipped.
What do I do with the ranked purchase criteria once I have them?
They tell you what buyers actually weigh, which is the missing input in most pricing conversations. Feed them into land on one price you can say out loud and defend when they push back, so the number rests on what customers compare on rather than on what competitors happen to charge.
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