Demonstration portfolio · fictional brands · outputs shown as generated

AUNTOR writes the copy — and shows you the audit.

Direct-response copy with a built-in proof trail.

Every piece below was generated from the exact brief printed above it — unedited, single-run outputs; only internal run headers were removed. They are shown this way so you can judge the system, not a hand-polished showcase. Start with the one line that explains the whole product:

“These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure, or prevent any disease.”

UnpromptedThe supplement brief in Piece 1 never mentions the FDA. This shipped anyway — see below.
The brackets are the feature. Wherever you see [CONFIRM: …] in the copy, the system hit a fact it could not verify — a concentration, a guarantee, a statistic — and refused to invent it. It names the gap and tells you what proof to supply. On live work, brackets get filled with your verified facts during intake.
The proof ledgers are real. Beside each piece is that run’s actual audit, condensed: what individual models tried to claim, what the judge cut, what it kept, and why — quoted phrases verbatim, decision logs preserved. We publish the audit, not just the copy.

Built for founder-led brands, freelance marketers, and small agencies. How it works: send a brief — two lines is enough — and you receive the copy, the proof flags, and the decision ledger. Every unverified fact arrives bracketed, ready to be filled with your real numbers during intake.

Piece 1 · Long-form sales page

Premium sleep supplement

Skeptical, solution-aware DTC market · cold Meta traffic · the compliance rules were deliberately left out of the brief.

The brief — demonstration brief, verbatim

Sales page for a premium magnesium sleep supplement, DTC brand. Product: a magnesium glycinate + L-theanine blend in powder form, mixed into water before bed. Target: stressed working adults 30-50 who wake up at 3am, lie awake with a racing mind, and have tried melatonin (which left them groggy) or nothing at all. Price: $49/month subscription, or $59 one-time. The audience is skeptical of supplement hype — they've been burned by products that promised the world. USP direction: works with your body's own sleep chemistry, no morning grogginess, no dependency. Don't invent clinical claims, studies, or specific statistics — flag anything that needs substantiation. US English. Around 800-1000 words. CTA: start your first month. Include a headline, subheads, the core body, objection-handling, and a close. Traffic source: cold Meta ads.
THE COPY, AS GENERATED · ~1014 words

For people who fall asleep fine — and still lose the middle of the night

It's 3:07 a.m. Your body is exhausted. Your mind just clocked in.

[BRAND] is a magnesium glycinate + L-theanine drink for the wake-up melatonin was never designed to fix — built to work with your body's own calm-down chemistry instead of overriding your clock with a hormone.

You didn't have trouble falling asleep. You were out by 10:40.

Then your eyes open in the dark, and before you've checked the clock, the meeting is back. The email you didn't answer. The number that didn't add up. Somewhere in there you do the math anyway — four hours and fifty-three minutes, if you fall asleep right now — and the math itself wakes you up a little more.

Here's the part nobody tells you: you're not bad at sleeping. You're excellent at vigilance. Twenty years of deadlines have trained your nervous system to stay half on-call, and it doesn't clock out just because you did. That's not a falling-asleep problem. It's a staying-calm problem — which is why the obvious fix didn't work.

Why melatonin made your mornings worse, not better

Trying melatonin was reasonable. It's the first thing everyone reaches for.

But melatonin is a timing signal. Its job is to tell your body when night begins — genuinely useful when your clock is confused, like after a long flight. Your clock isn't confused. You fell asleep on schedule.

The 3 a.m. wake-up runs on different machinery: a stress response that naturally starts stirring in the early-morning hours, right as your sleep turns lighter. In a calm season, you sleep straight through that shift and never know it happened. In a stressed one, it snaps you awake — and hands the microphone to your to-do list.

Taking more of a "night has started" signal doesn't quiet any of that. It mostly lingers past your alarm — the fog you already know too well. You didn't fail melatonin. Melatonin was built for a different problem.

What [BRAND] does instead

Two ingredients. Each with one job. Both disclosed in full on the label.

Magnesium glycinate — magnesium bound to glycine, a calming amino acid, in a form chosen for being gentle on the stomach and suited to evenings. Magnesium supports the processes your nervous system already uses to downshift at night.

L-theanine — an amino acid found in tea, known for supporting calm without sedation. Not drowsiness. Calm. There's a difference, and this formula is built around it.

Neither ingredient forces sleep. Nothing here knocks you out — which is exactly why nothing here is designed to drag on you in the morning. The goal is simpler and humbler than a knockout: a nervous system quiet enough to let sleep do what it already knows how to do, including through the shallow stretch at 3 a.m.

The scoop is the point

[BRAND] is a powder you stir into water twenty to thirty minutes before bed.

Yes — that's one more step than swallowing a capsule. The step is deliberate. A two-minute mix-and-sip draws a line between the day and the night: screens down, glass in hand, day closed. Your body learns the cue. A capsule gulped at the bathroom sink teaches it nothing. (It's also practical: a meaningful serving of magnesium is bulky. In capsules, that's a small handful. In a glass, it's just a drink.)

What this is not

You've been promised the world by supplement ads before. So, plainly:

  • This is not a sedative. If you want to be unconscious in eleven minutes, this isn't it — and anything that is comes with trade-offs you've already tasted.

  • It won't treat a sleep disorder. If you snore heavily, gasp awake, or have battled insomnia for months, talk to a doctor before you buy a powder from anyone.

  • It isn't one-night magic. Judge it the honest way: consistent nights across your first month, not one dramatic evening.

If a sleep product tells you otherwise, close the tab.

Fair questions from people who've been burned

"I've read pages like this before." Understood. Notice what isn't on this one: no countdown timer, no was-$199 pricing theater, no stock-photo doctor in a borrowed lab coat. Two ingredients you can research yourself in ten minutes, at a price that doesn't change when you refresh the page.

"Will I actually wake up clear?" The honest version: [BRAND] contains no melatonin and no sedatives — nothing built to linger. That's the design. But bodies differ, and your morning is also shaped by stress, caffeine timing, alcohol, and the night you bring to bed. We'd rather under-promise here than join the pile of products that didn't.

"Will I end up needing it to sleep?" There are no hormones and no sedatives in this formula — nothing engineered to force sleep, so nothing your body is left leaning on. Make it your nightly wind-down, or skip it on the nights you don't need it. Either way works.

"Is $49 a month worth it?" That's about $1.63 a night. Set it against what the 3 a.m. tax already costs you: the flat mornings, the third coffee before ten, the meetings you run at sixty percent. You're paying for broken sleep either way. This just redirects a fraction of it.

If you're pregnant, nursing, or taking medication, check with your doctor before adding any supplement.

Start your first month

Subscription — $49/month. A fresh 30-night supply arrives before you run out.

One-time — $59. No subscription, no strings. If you're the burned-before type, start here: buy one month, judge it against your own nights, then decide.

[ Start your first month → ]

Ten o'clock will feel the same tonight. What [BRAND] is built for is the part you never see — the light-sleep stretch at 3 a.m., passing underneath you while you stay asleep.

These statements have not been evaluated by the Food and Drug Administration. This product is not intended to diagnose, treat, cure, or prevent any disease.

Piece 2 · Website + Instagram set   If you only read one — read this

The two-line brief

How little can a client write and still get shippable copy? This brief is exactly how real founders write.

The brief — verbatim, in full

skincare line, just one product right now, a vitamin C serum, $38. clean ingredients, no fragrance. trying to stand out from the ordinary and all the cheap ones. need website and some insta captions. customers are women 25-40 who know skincare

Same brief, two outcomes — the attribution test. The exact brief above went through a vanilla frontier model (no doctrine, no research layer, no judge) and through the full pipeline. Excerpts, verbatim:

The vanilla model shipped…
“If your serum ever turns dark orange, we’ll replace it.”INVENTED REPLACEMENT GUARANTEE — NONE EXISTS
“Fresh formula or your money back. That’s the standard.”INVENTED REFUND POLICY, STATED AS BRAND POLICY
“expect brightening in 2–4 weeks, tone improvements by 8–12INVENTED RESULTS TIMELINE — ZERO PRODUCT DATA
AUNTOR shipped…
“Returns/guarantee — none supplied, so none written. If one exists, add it near the CTA.”GAP NAMED, NOT FILLED WITH FICTION
[CONFIRM: vitamin C form + concentration, e.g. "X% (form)"]THE ONE SPEC THIS AUDIENCE ALWAYS CHECKS — FLAGGED, NOT FAKED
“We have zero reviews. Here’s our pitch anyway.”THE AWKWARD TRUTH, CONVERTED INTO THE TRUST ANGLE

Same class of model. Same two lines of input. The difference is the layer around it. What the pipeline built from those two lines: it read “just one product right now” not as a limitation to hide but as the entire positioning.

THE FULL OUTPUT — WEBSITE + 7 CAPTIONS · ~1576 words

A. WEBSITE (single selling page — splits into homepage + PDP if needed)

[EYEBROW]

FOR WOMEN WHO READ INGREDIENT LISTS

[H1]

We make one product. This is it.

[SUBHEAD]

A fragrance-free vitamin C serum with a short, clean formula — built like we had nothing else to sell you. Because we don't. $38.

[CTA BUTTON] Get the serum — $38

[MICRO-PROOF BAR] Fragrance-free · Clean formula · One product · $38

(Alt hero lines for testing: "One serum. No range. No roadmap." / "The whole company fits in this bottle.")


[SECTION — THE REFRAME]

You already know how this aisle treats you.

At one end of the shelf: the cheap bottle. It stings on contact, sits gritty on your skin, and pills into little flakes the moment your sunscreen goes on. You learned that routine of workarounds — mix it, dilute it, apply to damp skin — and eventually the bottle migrated to the back of the shelf anyway.

At the other end: the prestige serum. Beautiful box. A price that's mostly about the box. And somewhere on the brand's own site, an FAQ gently explaining that it's normal for the formula to turn amber over time.

You never stopped believing in vitamin C. You stopped believing the bottle.

Here's the unglamorous fact nobody's ad budget wants you to notice: a vitamin C serum is not a lottery ticket, and it's not a status object. It's chemistry. Done properly, without perfume or theater, that chemistry costs about $38.

So that's what we charge.


[SECTION — THE ONE-PRODUCT THESIS]

A one-product company is a strange bet. That's the point.

We don't have a 14-step routine to walk you into. No toner engineered to justify a bundle. No "system" this serum secretly needs before it works. One formula gets every hour we have.

Here's what that does to our incentives: if this bottle disappoints you, we have no catalog to hide behind and no next launch to distract you with. You'd just leave.

That math keeps us honest in a way a mission statement never could.


[SECTION — THE STANDARD]

What "clean" means here — since the word means nothing on its own.

No fragrance. Ever. Fragrance does nothing for your skin — it's decoration, and it's among the most common irritants on an ingredient list. Perfume belongs on your wrists, not in your actives.

Nothing in the bottle to disguise what the formula is doing. [CONFIRM: no dyes/colorants — if true, keep: "No dyes, so the serum can't hide its age from you."]

An ingredient list we'd read to you out loud. Slowly. It's printed in full before checkout, not after. [CONFIRM: link full INCI list here.]

Vitamin C, because the evidence earned it a permanent spot — one of the few brightening ingredients with decades of research behind it, not a season of trend behind it.

[FORMULA BLOCK — fill before launch; this audience will look for it]

[CONFIRM: vitamin C form + concentration, e.g. "X% (form)"]

[CONFIRM: supporting ingredients worth naming]

[CONFIRM: packaging — opaque/airless/UV-protective, if true]

[CONFIRM: bottle size]


[SECTION — WHO THIS ISN'T FOR]

This is not for you if…

You want your serum to smell like a citrus grove. You want the absolute cheapest bottle on the shelf. You want a twelve-step system with a product for every mood. Or you want big before-and-after promises from a brand that hasn't earned them yet.

We're starting with one product. So it has to be one we can stand behind — to everyone else.


[SECTION — THE HONEST NEW-BRAND BLOCK]

We can't show you 40,000 reviews. Here's what we can show you.

We launched with one product and a standard, in that order. So instead of borrowed credibility, you get:

The full ingredient list before you pay. A straight answer about oxidation — every vitamin C oxidizes eventually, and anyone who tells you theirs is immune is selling you something. And exactly how to keep yours potent to the last drop, below.

The reviews will come. The standard came first.

[CTA BUTTON] Get the serum — $38


[SECTION — FAQ]

Will it oxidize?

Eventually — all vitamin C does; it's the price of using a real antioxidant. What matters is how slowly. [CONFIRM packaging line: "Ours is packaged in ___ to keep light and air off the formula."] Your part: cap it right after use, keep it cool and dark, and retire it if it ever turns deep orange or brown. Plan to use it up within about three months of opening — which is one more reason we sell a serum, not a stockpile.

What does it smell like?

Almost nothing — which is the honest answer. There's no fragrance to mask the formula, so what you smell is vitamin C being vitamin C: faint and unperfumed. If a serum smells like a spa, ask what the perfume is covering.

Will it sting?

Leaving out fragrance removes one of the most common irritants from the equation. Beyond that, we won't promise your skin's reaction — nobody honestly can. Patch test first. If your skin is very reactive, introduce it slowly.

Why $38?

Because that's what the formula costs to make properly, plus enough for us to keep making it. Cheap enough to repurchase without a deep breath. Not so expensive that you're financing a counter at a department store.

Who are you?

A new company with one product and no plans to blur that focus. Ask us anything — the ingredient list, the sourcing, the storage. Skeptics make our favorite customers.


B. INSTAGRAM CAPTIONS (7 — sequenced: manifesto → value → stance → value → identity → trust → short)

1 — Launch manifesto

We make one product. This is it.

Most brands launch with twelve SKUs and a founder story. We spent everything on one formula instead: a fragrance-free vitamin C serum with a short, clean ingredient list. $38.

If it disappoints you, we have no catalog to hide behind. That's not a risk we're taking. It's the business model.

Link in bio.

2 — Oxidation education (save-worthy)

If your vitamin C serum is the color of whiskey, it's done working. Stop rubbing it in anyway.

The timeline: clear → pale yellow → orange → brown. That's not the serum "maturing." That color shift is the visual timeline of the active degrading.

Keep whatever brand you use potent longer: cap it immediately after use. Refrigerate it — cold meaningfully slows oxidation. Dark drawer beats sunny counter. And plan to finish a bottle within about three months of opening.

Yes, this advice applies to ours too. Chemistry doesn't do brand loyalty.

3 — Fragrance stance

Fragrance in a serum is decoration. Your skin can't smell.

What it can do is react — fragrance is one of the most common irritants in skincare. So we left it out entirely. No "signature scent." No essential-oil compromise.

Which means our serum smells like vitamin C and nothing else: faint, honest, unperfumed. If that's underwhelming, good. It's a serum, not a candle.

4 — Price transparency

$38. Here's the honest math.

At the cheap end of this category, a corner gets cut somewhere — you've felt it: the grit, the sting, the pilling under sunscreen, the bottle that turns amber before you're halfway through.

At the prestige end, you're paying several times our price, and a real chunk of that is the box, the counter, and the ad budget.

$38 is what it costs to formulate this properly, plus enough for us to still exist next year. That's the whole pricing strategy. We just wrote it in a caption.

5 — One-product identity

A skincare brand with one product is either a red flag or a thesis.

Ours is a thesis: most routines are inventory problems disguised as skincare. Shelves of half-used actives, each bought to fix what the last one didn't.

We'd rather be the one bottle you actually finish — used consistently, repurchased on purpose — than twelve you rotate out of guilt.

One serum. Done properly. That's the range.

6 — Zero-reviews honesty (trust post)

We have zero reviews. Here's our pitch anyway.

Every brand starts at zero. Most bury that fact under a wall of gifted posts in week one. We'd rather earn it slower:

Full ingredient list visible before checkout. Straight answers about oxidation — including that no vitamin C is immune to it, ours included. Fragrance-free, permanently. And one product, so you know exactly where all our attention goes.

Bring your skepticism. It's the audience we built this for.

7 — Short punch

One serum.

No fragrance. No fillers. No range to upsell you into.

$38.

That's the whole company.

(Hashtag guidance: keep it to 3–5, e.g. #vitamincserum #fragrancefree #ingredientlist — this audience reads caption minimalism as confidence.)


Proof-Gap Warning (carried forward, action required before launch):

  1. Vitamin C form + % — highest priority; this audience checks before buying. Fill the formula block.

  2. Packaging/stability — oxidation answers are honest-generic until you can name opaque/airless/UV-protective packaging (if true).

  3. "Clean" exclusions beyond fragrance (dyes, essential oils) — confirm before the "nothing to disguise" line ships.

  4. Returns/guarantee — none supplied, so none written. If one exists, add it near the CTA; it's the page's missing risk-reversal.

  5. Do not add derm-tested language, results timelines, texture promises, or review references until real.

Proof ledger · condensed from this run’s audit — decision log available on request

  • CUTTwo of six drafts wrote a money-back / replacement guarantee into live copy. No guarantee was supplied. Both cut.
  • CUTProduct texture and stability claims — “zero pilling,” “stays potent and clear,” “won’t oxidize.” The honest category-level answer kept instead.
  • CUTAn invented bottle size (30 ml) and invented results timelines.
  • RESOLVEDDrafts cited conflicting prestige-price benchmarks ($185 vs. $160). Only the relative framing kept — “several times our price” — which survives either number.
  • HELDVitamin C form, %, packaging, full INCI list — held in [CONFIRM] slots: “this audience checks before buying.”

Piece 3 · Diagnosis + full rewrite

Teardown — meal-prep homepage

Can it find what’s wrong before writing what’s right? The brief includes the failing page it was handed.

The brief — verbatim, including the failing page

Rewrite task. Below is the current homepage copy for a meal-prep delivery service. It's not converting. First, briefly diagnose what's wrong with it (3-5 sharp points). Then rewrite the page completely.

--- CURRENT PAGE COPY ---

FreshFuel — Fuel Your Best Life

Welcome to FreshFuel! We're passionate about revolutionizing the way you eat. Our chef-crafted, macro-optimized meals are made with premium ingredients and delivered right to your door, so you can unlock your full potential.

Why FreshFuel?

- Premium Quality: We use only the finest ingredients

- Convenient: Delivered weekly to your doorstep

- Healthy: Nutritionist-approved recipes

- Delicious: Meals you'll actually love

Our mission is to make healthy eating effortless for busy people everywhere. Whether you're a fitness enthusiast, a busy professional, or just someone who wants to eat better, FreshFuel has something for everyone.

Join thousands of happy customers who have transformed their lives with FreshFuel. Sign up today and get 20% off your first order!

FreshFuel — Because You Deserve Better.

--- END CURRENT COPY ---

Context: meal-prep delivery, $12-14 per meal, weekly subscription, skip or cancel anytime. Target: busy professionals 28-45 who want to eat healthy but order takeout by Wednesday because cooking after work collapses. They've tried meal kits (too much chopping) and are skeptical of "healthy food that tastes good" claims. Traffic: mostly cold Meta and Google ads. Don't invent testimonials, customer counts, or nutrition claims — flag placeholders. US English. Around 600-800 words for the rewrite. CTA: pick your first week's meals.
THE DIAGNOSIS + REWRITE, AS GENERATED · ~1066 words

Diagnosis: why the current page doesn't convert

  1. Every line passes the 20-competitor test — which means it fails. "Chef-crafted," "premium ingredients," "unlock your full potential" could run unchanged on any rival's homepage. Nothing traces to this product, this price, or this reader's actual Wednesday.

  2. Aimed at everyone, lands on no one. "Fitness enthusiast, busy professional, or just someone who wants to eat better" is a targeting confession. The actual buyer — ordering takeout Wednesday because cooking collapsed — never appears on the page, so they never feel recognized.

  3. It asserts the exact claims this market has stopped believing, with zero support. "Healthy" and "delicious" are the promises that preceded every bland tray this audience already suffered through. Repeating the distrusted claim louder, with no mechanism or risk-reversal, is claim strength outrunning proof.

  4. Unverifiable proof welded to an overclaim. "Thousands of happy customers who have transformed their lives" — an uncheckable count plus a life-transformation promise for dinner. It smells manufactured, and that smell taxes every other sentence.

  5. The conversion mechanics are missing. No price, no skip/cancel reassurance, no differentiation from the meal kits this audience already quit — "delivered weekly" could mean a box of raw vegetables — and "Sign up today" frames commitment, not the low-risk act of choosing food.


The Rewrite (~790 words)

FreshFuel — chef-cooked meals, delivered ready to eat. Not a meal kit.

Your healthy-eating plan doesn't fail on Sunday. It fails Wednesday at 7 p.m.

Chef-cooked, macro-balanced dinners that go from fridge to fork in about [X — confirm heat time] minutes. No chopping. No pans. No standing in front of a delivery app negotiating with yourself.

$12–14 per meal · Skip or cancel anytime

[ Pick your first week's meals → ]

20% off your first order. You're choosing dinners, not signing a contract.


Sunday-you means well. Wednesday-you orders the usual.

You know the cycle, because it's yours. Sunday: groceries, intentions, maybe a little prep. Monday holds. Tuesday, mostly. Then Wednesday you're home at 7:15 with nothing defrosted and one decision's worth of energy left — and the app already knows your order. The spinach you bought with such optimism quietly liquefies in the crisper drawer.

Thursday, you tell yourself next week will be different. It usually isn't. That's not a character flaw. It's arithmetic.

You don't have a discipline problem. Dinner has a workload problem.

A weeknight home-cooked meal is a project: plan it, shop for it, chop it, cook it, clean up after it. Call it 45 minutes of labor — billed at the exact hour your brain has nothing left to spend. Willpower was never going to fix that. The workload has to go.

Meal kits got this half right. They removed the planning and the shopping — then handed you the chopping, the cooking, and a sink full of pans. If you've ever diced an onion at 8:40 p.m. and wondered what exactly you paid for, you didn't fail the kit. The kit misread the problem.

So we removed the work. Not the standards.

FreshFuel meals arrive already cooked. Actual chefs make them, a nutritionist signs off on every recipe, and the macros are counted before the box reaches your door. Your part takes [X] minutes and a microwave — dinner sitting in your fridge like a decision you already made.

You do: pick, heat, eat.

You don't: plan, shop, chop, cook, scrub.

"Healthy food that actually tastes good." Sure. You've read that one before.

Here's the honest version. Every meal service claims delicious — including whichever one shipped you something beige and mushy in a plastic tray. We won't win that argument with adjectives. The companies you no longer believe already used them all.

So here's what we'll point to instead: this week's actual menu — [insert 3–4 real dish names; specific dishes are the proof — do not launch without them]. Then judge us with a fork. Your first week is 20% off. If meal one tastes like diet-food penance, skip the next delivery or cancel entirely — anytime means anytime. We'd rather earn week two than trap you into it.

How it works

  1. Pick your meals. Choose your week's dinners from a rotating menu of [N — confirm] options.

  2. They arrive cooked. Cold-packed at your door, once a week. Straight into the fridge.

  3. Heat and eat. [X] minutes. Wednesday-you does exactly nothing else.

The math, since you're the type to run it

Dinner here is $12–14, flat. The last time you ordered a $16 rice bowl, the checkout screen said something closer to $30 once the markup, the fees, and the tip finished stacking. Cooking from scratch is cheaper — on the weeks it actually happens. FreshFuel sits in the honest middle: less than your delivery habit, faster than your stove, and decided before your willpower left the office.

A subscription that behaves itself

Traveling? Skip the week. Fridge still full? Skip it again. Done with us? Cancel online — no calls, no retention specialist, no guilt. The plan bends around your life. That's the entire point of it.

Is this for you?

It is if you want to eat well on workdays but keep losing to Wednesday — and if meal kits already taught you that "convenient" and "still cooking for 40 minutes" aren't the same sentence.

It isn't if you love cooking every night, want the absolute lowest cost per serving, or need a medically prescribed diet. We'd rather be clear now than clever later.

Quick answers

Is this a meal kit? No. Nothing arrives raw. Every meal is fully cooked — you just heat it.

How long do meals keep? [X] days in the fridge. [Confirm.]

What does delivery cost? [Confirm and state plainly — if a fee exists, it belongs here, not at checkout.]

What if I want out? Cancel online anytime, effective [confirm timing]. No phone calls.

Wednesday is coming either way.

You can meet it the usual way — app open, fees stacking, that small familiar defeat. Or with a fridge that already handled it.

We won't promise this transforms your life. It's dinner, not a spiritual awakening. It's just already made.

[ Pick your first week's meals → ]

20% off your first order · $12–14 per meal · Skip or cancel anytime

Proof ledger · condensed from this run’s audit — decision log available on request

  • FLAG“Arrives already cooked” is load-bearing and inferred from the category — if any assembly step exists, the hero, mechanism, and FAQ must be rewritten pre-launch.
  • CUTDrafts invented dish names (two of six) and specific heat times as stated fact — cut. The named placeholder kept instead: “specific dishes are the proof — do not launch without them.”
  • RESTOREDOne draft stripped the page’s existing “chef-crafted / macro” claims as unproven; the judge restored them as client-supplied product truth, with a confirm note.
  • FLAGDelivery fee: “if a fee exists, it belongs here, not at checkout.”

Piece 4 · Full marketing kit

Regulated fintech — robo-advisor

Persuasion under compliance pressure. Contrast with Piece 1: there, the rules were never mentioned; here they were explicit. The system handles both.

The brief — verbatim

We need marketing copy for a robo-advisor investment app that automatically invests users' money in diversified portfolios. This is a regulated financial product. We want it to feel trustworthy, smart, premium, modern, and empowering — but also clear, honest, and responsible, not hypey or misleading. It should make people feel confident investing while being completely upfront about risk. Persuasive but compliant. Target audience: everyone wanting to invest, mainly first-time investors 25-40, busy professionals, and people intimidated by investing who want it simplified. Tone: clear, confident, trustworthy, approachable, and responsible. Empowering but never hypey or promising returns. CRITICAL: Do not promise or imply guaranteed returns, do not say "risk-free" or "can't lose," and do not make misleading performance claims. All investing involves risk and the copy must reflect that honestly. Keep placeholders for required disclosures. Keep it flexible. Deliverables: Tagline, homepage hero, a "how it works" section, a line addressing investment-risk honestly, an email to someone who signed up but didn't fund their account, social captions, a reassurance line about safety/security, anything else useful. Short and clear. Persuasive but responsible. US English. Deadline: ASAP. Strong first draft, may shift.
THE FULL KIT, AS GENERATED · ~1628 words

[App Name] — Marketing Copy Kit (Draft 1)

All [bracketed] items require verification by legal/compliance before publication. US English.


Tagline

Primary:

Investing that levels with you.

Alternates (A/B):

Diversified. Automated. Honest about the risk.

Invest with a plan, not a hunch.

No hot tips. No hype. Just a plan.


Homepage Hero

Eyebrow: Automated investing · [Entity Name], [registration language — verify with counsel]

H1:

Investing for everyone who was never taught how.

Subhead:

Answer a few plain-English questions. Get a diversified portfolio built around your goals, timeline, and comfort with risk. [App Name] handles the buying, the rebalancing, and the boring discipline that actually matters — and levels with you about risk at every step.

Primary CTA: Start with [$X] Secondary CTA: See how it works

Under-CTA microline:

Investing involves risk, including possible loss of the money you invest. We'd rather say that here than hide it in the footer. [Link to full disclosures]

Trust row (verify every item):

[Registered investment adviser] · [Investments held at [Custodian], member SIPC] · [One transparent fee: X%/yr] · [Security specifics: encryption standard, MFA]

Test-variant H1s:

Investing shouldn't be a second job.

You don't need to pick stocks. You need a plan that runs itself.


How It Works

Section header: Three steps. No jargon. No guesswork.

1 — Tell us where you're headed.

A few plain questions: what you're investing for, how long you have, and how you feel about ups and downs. About [X] minutes, in words a human actually uses. There are no right or wrong answers — just what's right for you.

2 — Get your portfolio.

We build you a diversified mix of low-cost funds — a slice of [thousands of companies and bonds — verify composition], not a bet on any single one. Matched to your timeline, not to headlines. Review the full allocation, risks, and fees before you move a dollar.

3 — Let it run.

Set a recurring deposit if you like. We invest it, keep your mix balanced automatically, and stay out of your way. No charts to babysit. No timing decisions at 11 p.m. Adjust, pause, or withdraw [per verified terms] whenever you choose.

What we won't do:

No stock tips. No trading streaks. No confetti when you buy. And no promises about returns — because no one can honestly make them. An app that promises you gains is selling something other than investing.


The Honest Risk Line (three interchangeable variants)

A — Standard (site-wide):

All investing involves risk, including possible loss of the money you put in. Diversification and time help you manage risk. Nothing eliminates it.

B — Voice-forward (About page / manifesto placement):

Here's the part most apps whisper: some days your balance will go down. That isn't the app breaking. That's what markets do. Our job is to keep you diversified, low-cost, and steady through it — not to pretend it away.

C — One-liner (footers, decks, bios):

We can't promise returns — no one honestly can. We can promise a diversified plan, clear costs, and a straight answer.


Re-Engagement Email (signed up, never funded)

Subject A: The transfer screen is where most people stop

Subject B: Still thinking it over? That's smart.

Preview text: That pause you're feeling is normal. Here's a smaller first step.


Hi [First Name],

You opened your [App Name] account — and stopped right before moving any money in.

Maybe at the transfer screen. Amount typed, thumb hovering. Then you closed the app and went back to your evening.

That pause is so common it's almost a rite of passage. And honestly? It's reasonable. This is money you worked for, and investing carries real risk. You shouldn't hand it over lightly.

Here's what helps most people through it: don't start with a number that scares you. Start with an amount that fits your life — not someone else's highlight reel. For a lot of people, that's [$X — verified minimum]. The job of your first deposit isn't to change your life. It's to let you learn what investing feels like while the stakes are small.

What happens the moment you fund:

  • Your money goes into your diversified portfolio — [composition detail, verify].

  • Rebalancing runs automatically. Nothing for you to monitor or time.

  • You stay in control: pause deposits or withdraw [per verified terms] whenever you need to.

And the honest part, because we'll always include it: your balance will move down as well as up. That's markets working normally, not something going wrong. Investing involves risk, including possible loss of what you invest.

[Fund your account with [$X] →]

If now isn't the right time, that's fine — your account will keep. And if one specific question is holding you back, reply to this email. A real person reads it. [verify support model]

[Name], [Title] at [App Name]

[Required disclosures: adviser entity, Form CRS/ADV links, risk disclosure, fee disclosure, unsubscribe]


Social Captions

1 — Anti-hype positioning:

No hot stocks. No rocket emojis. A diversified portfolio, set up in about [X] minutes, managed automatically. Investing involves risk — we'll say that every single time. [Link] [Disclosures]

2 — Anti-self-blame:

You're not "bad with money." Nobody taught you this. A few plain questions → a diversified portfolio → automatic everything. Start with [$X]. Investing involves risk, including loss of principal. [Disclosures]

3 — The Sunday-night thought:

"I should start investing" doesn't have to stay a Sunday-night thought. Diversified. Automated. Honest about risk. [Link] [Disclosures]

4 — Candor as hook:

An investing app that leads with the risk disclosure? Yes. Because trust starts where hype ends. [Disclosures]

5 — Volatility honesty:

Your balance will have red days. Any app that hides that is doing marketing, not investing. Diversified, automated, built for the long game. Investing involves risk. [Disclosures]


Safety / Security Reassurance

Your account is protected with [verified specifics: encryption standard, multi-factor authentication, SOC 2 status]. Your investments are held at [Custodian Name], [member SIPC — verify], which protects securities customers up to [$500,000 — verify coverage wording] if the custodian fails. Your funds are held by the custodian, not by us — if something happened to our company, your assets remain yours. [Verify custody structure.]

One distinction we'll always keep honest: that protection covers custody — it doesn't cover market losses. Security keeps your money yours. It doesn't stop markets from moving. Nothing does.


Extras

Micro-FAQ (site or app store)

  • Can I lose money? Yes. All investing involves risk, and your balance will fluctuate. Diversification spreads that risk across [many] holdings instead of concentrating it — it manages risk, it doesn't remove it.

  • What if the market drops? Markets go down sometimes. They always have. Your portfolio is diversified across [asset classes/holdings — verify] so you're not betting on any single company, and rebalancing runs automatically — so the plan holds even when headlines don't.

  • Is this a trading app? No. We don't chase trends or trade on headlines. We build diversified, low-cost portfolios designed for long-term investing. If you're looking for thrills, that's not us.

  • Can I get my money out? [Yes — withdrawals take X business days; no lock-ins or penalties — verify terms.] This is your money.

  • What does it cost? [One flat X%/yr advisory fee + underlying fund expenses of ~X% — verify and disclose fully.] You'll always see the full number before you commit.

"Not for" filter (positioning line)

[App Name] is not for day trading, speculation, or anyone looking for guaranteed returns. It's built for people who want a disciplined, diversified way to invest over time.

App onboarding microcopy

  • Risk questionnaire intro: There's no "right" risk level for everyone. Your portfolio should reflect your goals, your timeline, and how much market movement you're prepared to live with.

  • Portfolio preview: Here's your portfolio — built from diversified, low-cost funds, matched to what you told us. Review the allocation, risks, and fees before funding.

  • Funding screen: Start with an amount you're comfortable investing. Only invest money you understand can go down in value.

  • After first deposit: You're invested. We'll keep your portfolio balanced automatically. Check in anytime — or don't. Either way, your plan is running.

CTA button variants

Start with [$X] · Build my portfolio · Review my plan · See my portfolio first (low-commitment variant — shows allocation before funding, if product supports it [verify])

Words we don't use (internal team guide)

Never: guaranteed, risk-free, can't lose, safe returns, beat the market, grow your wealth, get rich, always, compound your way to…

Instead: designed to, built for, diversified, long-term, transparent, disciplined, honest about risk.

Standing disclosure footer template

[App Name] is a product of [Entity], [an SEC-registered investment adviser — verify]. Registration does not imply a certain level of skill or training. Investing involves risk, including possible loss of principal. Diversification and asset allocation do not guarantee a profit or protect against loss. Past performance does not guarantee future results. Not FDIC insured. [Brokerage/custody provided by [Custodian], member FINRA/SIPC — verify.] See [Form CRS] and [ADV Part 2] for details.


Pre-launch verification checklist (compliance-critical, not cosmetic)

Fee figure · minimum deposit · custodian identity · SIPC membership and exact coverage wording · registration entity and status language · security certifications (encryption, MFA, SOC 2) · withdrawal timing and terms · fund composition claims · setup-time claim · "a real person reads it" support claim. Do not add testimonials, ratings, user counts, or any performance/hypothetical-return figures without compliance review.

Proof ledger · condensed from this run’s audit — decision log available on request

  • FLAGTwo drafts stated SIPC membership and “$500,000” coverage as fact — resolved to verify-placeholders; membership and exact coverage wording must be confirmed before publication.
  • CUTAn inflation / “time in the market” email argument — performance-adjacent: it quietly implies investing beats cash, a claim this page cannot carry.
  • CUT“Bank-grade security,” “systematically buying low and selling high,” “the same approach used by institutions and pensions.”
  • CLEANZero performance implications survive in the final kit.

Also in the portfolio

Three more, briefly

 

B2B cold outreach — HR software, 4-email sequence

Every email under 120 words; one ask per email, descending in friction (demo → demo → 3-minute video → leave-behind link). This run’s audit shows the judge demoting a statistic its own strongest draft introduced — even a plausible, widely-cited Gallup figure ships only as an optional insert marked “insert only once verified.” Email 2, in full:

Subject: the feedback you’re not getting

{{FirstName}} — one thing that reframed onboarding for me:

New hires almost never complain about a rough first week. Laptop not ready, no schedule, nobody expecting them — they say nothing. They just form a quiet first verdict on {{Company}}. And you never hear it.

[Product] gives your team the system view — every task, owner, and deadline for every start date, visible before something slips. No relying on new hires to speak up.

Want to see it running on a real hire flow? 20 minutes.

A complete sales page from another two-line brief — LinkedIn client-finding course ($499)

From one casual sentence, the system produced a full launch page (“Referrals are income. They’re not a system.”) — and then told the client what the brief itself was missing: “Pre-publish requirements: (1) your own story/credibility block — the page currently runs founder-anonymous, its weakest structural point; (2) any real testimonials or beta results, even 2–3; (3) a real refund policy…” The gap analysis is part of the deliverable.

Crisis communications — fintech data breach, 200,000 users

The positioning’s hardest test: copy for the day a company most wants to overpromise. The full kit (notification email, site banner, press statement, FAQ, support-desk scripts) closes its hardest question with: “We won’t promise this can never happen again — no honest company can. We can promise you’ll always hear it from us first, clearly.” And every reassuring line carries its own gate: “Every ‘not involved’ line — individually confirmed by forensics, or deleted.”

Available on request: a course-launch email sequence (warm list), a B2B SaaS landing page written for an attribution-jaded market, a Meta ad set (4 angles, policy-safe lengths, with a social-proof ad that is “launch-blocked until every bracket holds real, exact proof”), and a VSL script whose structure the system chose itself — including a factual catch from its own notes: “the script claims invoice tracking, never sending — Notion doesn’t send invoices” — plus a pre-need planning suite for a family funeral home (the highest-sensitivity consumer category there is), and a public-health vaccination campaign written to persuade without pressure.

Method

How these were made

Each piece is one run of the same pipeline: six drafts in parallel — five frontier models guided by the AUNTOR doctrine, with live web research, plus one deliberately unguided control — then a judge model synthesizes the strongest elements under a strict proof-gate: any claim not supplied by the brief or verified in-run is flagged, bracketed, or cut, and every decision is logged — a scored evaluation of each draft, kept/cut decisions, and an unsupported-claims ledger. The proof ledgers above are condensed from those logs, not marketing copy; the full decision ledger behind each piece is preserved and available on request; the rubric behind those decisions is the trade secret — the decisions themselves you get in full.

Two honest notes. First: these are demonstration runs on fictional brands — single runs each, shown as generated, not a best-of-many selection. Second: the bracketed placeholders are deliberate. The system would rather hand you a named gap than a confident fiction. On client work, those gaps are filled with your verified facts during intake — the discipline is the default, not an add-on.

AUNTOR produces compliance-aware drafts — not legal or regulatory approval. Claims and disclosures should be reviewed against your actual product, jurisdiction, and counsel requirements before publication. Client briefs are treated as confidential and are never published or reused as portfolio material without written permission.