Hey, Mark Masters here.

Last Friday afternoon I handed Claude the opening of a sales page it had written an hour earlier and asked it to rewrite it the way Joe Sugarman would have.

It came back looking exactly like him. Short sentences, one-line paragraphs, and little nudges scattered through it: "That's good news. Why is it good news?"

Then two separate Claude sessions marked every place a reader could stop reading. The Sugarman version had more than twice as many as the original.

I've quoted Sugarman twice in this newsletter. This is the issue where I find out what he was actually doing, and build the check that catches Claude getting it wrong.

Every Sentence Owes You the Next One

In July I quoted Sugarman's slippery slide in the issue on scripting the reader's reaction. In August I quoted it again in the long copy issue, a few paragraphs above a prompt that cuts dead lines.

Both times I used his idea as a caption on the way to something else. I never looked at the place it points to, which is the gap between two sentences.

A cut pass judges sentences one at a time. It can hand you a page with nothing dead in it that a reader still puts down halfway, because momentum gets built in the joins. Claude's Sugarman impression got the look of his sentences right and the joins wrong, which makes it the best teacher I've found for what goes on there.

He Sold Calculators to Strangers Who Couldn't Ask Him a Question

Joseph Sugarman started JS&A in 1971, in the basement of his family's house in Northbrook, Illinois. He sold electronics by mail. Pocket calculators came first, then digital watches, at a time when most of his readers had never held either.

He said JS&A was the first company to sell a pocket calculator by mail and the first to take credit-card orders on an 800 number. His obituaries repeated both. I haven't found anyone who checked, so I'm passing them on as his claims.

His reader was a stranger holding a magazine, looking at an expensive gadget they had never seen work. There was no salesperson, no demonstration, and no way to ask a question. If the copy let them stop, the sale was over, because nothing else in the transaction could pick them back up.

So the page had to carry them from the first line to the phone in one sitting.

He was named Direct Marketer of the Year in 1979. That was also the winter a Chicago blizzard kept most of his staff at home while his computer system failed, and orders went out late. The FTC came after JS&A under its mail-order rule and wanted a $100,000 penalty.

Sugarman answered the way he answered everything. He wrote an ad.

It ran under the headline "FTC Revolt" in The Wall Street Journal and The Washington Post, and then in dozens more papers and magazines. The Justice Department sued on the FTC's behalf in 1981, and the appeals court upheld the agency's authority in 1983.

He lost. I'm including it because a Legends issue that only prints the wins is a eulogy, and because it shows where his instinct went under pressure: a long page he trusted strangers to read to the end.

In 1986 he launched BluBlocker and took the method to television. He appeared in the infomercials himself, with strangers on the street trying the glasses on while the camera watched their faces, and the job stayed the same: keep them watching until they pick up the phone.

He spent his later decades teaching it, in books including Advertising Secrets of the Written Word and The Adweek Copywriting Handbook. He died in March 2022, at 83.

The Slide Is Built in the Joins Between Sentences

Sugarman called it the slippery slide. In his account, every element of an ad exists to get the reader to the first sentence, and the first sentence exists to get them to the second.

Look at what that asks of one sentence at the moment it ends. It has two jobs at once. It has to give the reader something, by answering what the last sentence opened or by adding something new. And it has to leave something open that only the next sentence can close.

That gives you four kinds of sentence.

The sentence...

What the reader feels at the full stop

What it is

Gives something and opens the next

Satisfied, and already leaning into the next line

A link

Gives something and opens nothing

Finished

An exit

Opens the next and gives nothing

Nudged

A signpost

Does neither

Nothing at all

A dead line

The slide is a page built from the top row.

Both jobs have to happen in every sentence. A signpost does the second job without the first. "Those fixes fall short for a reason" opens a question and gives the reader nothing for the sentence they just spent. An exit does the first job without the second. Most bad joins are one or the other.

Sugarman had a name for that first kind of line. He called them seeds of curiosity, short lines at the end of a paragraph that tip the reader into the next one. By the table above, a seed is a signpost.

Whether seeds did more for a magazine reader in the 1970s than they do now, I can't tell you. On my test page they cost more than they paid, and Claude's impression of him was full of them.

Claude's Sugarman Impression Split Every Job in Two

I made up a product for the test, a $189 window insert called Nightpane, for renters who sleep beside a busy street. It's a clear panel that presses into the frame and traps a pocket of air against the glass.

One fresh Claude session wrote the opening 300 words of the sales page from a fact sheet. Two more, each seeing only the copy with no offer and no brief, then ran the audit printed below on it, marking every sentence as a link, an exit, a signpost or dead.

The cold draft was good. It opened on a scene at 2:40 in the morning, a motorbike pulling away from the lights outside your window, which is the move I'd have made. About six in ten of its sentences were links.

Its exits came in a cluster. Every audit I ran marked at least two of these three street noises as exits, and most marked all three:

  • "The bar on the corner empties into the street at closing time."

  • "A siren rises, passes and fades."

  • "Somebody leans on a horn at a green light."

Each is a complete little picture. The siren rises, passes and fades inside six words, so the reader has the whole event before the full stop.

Every sentence arrives finished. That's what model prose does well, and it's why the problem survives every editing pass aimed at sentence quality.

Then the impression. Asked to rewrite the draft "in the style of Joseph Sugarman's slippery slide," Claude split 23 sentences into 41, and links fell to under four in ten. It got there two ways.

  1. It chopped finished sentences into smaller finished sentences. "You press it into the inside of the frame. It takes about a minute. You don't need tools, and you don't need screws." Both auditors marked the last two as exits, and one marked all three.

  2. It put signposts in front of the answers. "That's good news. Why is it good news?" "That brings us to Nightpane." "Keep reading, and we'll show you." The auditors flagged nine and ten of them.

It copied his punctuation and his seeds, and split every job in two. A gap is a decision about what to hold back, and nobody told the model what to hold back.

Version

Sentences

Links, auditor 1

Links, auditor 2

Claude's cold draft

23

61%

57%

After my August cut pass

18

72%

78%

"Rewrite it like Sugarman"

41

37%

39%

I Nearly Blamed the Wrong Prompt

That middle row has a story behind it. My August cut pass deleted five lines from the cold draft, including "You've probably tried the usual fixes" and "Those fixes fall short for a reason."

My first version of the audit asked only whether a sentence left something open, and both of those do. So I spent an afternoon writing this issue to tell you my August prompt deletes the very sentences Sugarman built his pages from.

The rebuilt audit asks the second question as well, and both lines came back as signposts in every call but one. With them gone, the earplug sentence carried the question on its own, and links went from about six in ten to about three in four.

The cut pass was right, and my first audit was too soft to see it. That's why the version below asks two questions at every sentence.

Run the Exit-Point Audit as a Skill

Here's the audit, written as a Claude Skill so it fires whenever you review a draft for flow.

In Claude Code, save it as ~/.claude/skills/exit-point-audit/SKILL.md. In the Claude apps, put the file in a folder named exit-point-audit, zip the folder and upload it from the Skills section of your settings. Without Skills, paste everything from "# Exit-Point Audit" down into a fresh chat and put your copy underneath.

---
name: exit-point-audit
description: Marks every sentence boundary in a draft where a reader could stop without feeling anything was left unfinished, and flags signposts and unpaid promises. Use when reviewing a sales page, sales letter, email, advertorial or VSL script for flow, when a draft reads fine but does not pull, or straight after a cut pass. Reports only. Never rewrites.
---

# Exit-Point Audit

A reader decides at every full stop whether to read the next sentence. Read the draft the way a busy stranger on a phone would and report where that decision goes against the writer. Judge the joins between sentences, never the craft of a sentence. A well-made sentence can be an exit, and a plain one can pull.

## Read as a stranger
Judge only the copy. Ignore any brief, offer, fact sheet or earlier conversation, because a reader who knows the product answers the page's questions from memory and marks gaps closed that a real reader could not close. If you can hand this job to a subagent or a fresh session that receives only the copy and these instructions, do that.

## Step 1: Split and number
Split the copy into units and number them. One unit per sentence. A headline, subhead, bullet or one-line paragraph counts as one unit even without a full stop. Print the numbered list first so the split can be checked.

## Step 2: Ask two questions at every unit
1. Does this unit give the reader something? It gives something when it answers what an earlier unit opened, or adds a fact, picture, claim or turn the reader did not already have.
2. If the reader stopped right after this unit, would they feel they had left something unfinished? If yes, name what is still open, specifically, in a few words.

## Step 3: Classify each unit
- LINK: gives something and leaves something open. This is the slide working.
- EXIT: gives something and leaves nothing open. The reader can stop here feeling finished.
- SIGNPOST: leaves something open but gives nothing of its own. "Here's why." "But there's more." "That brings us to the product." A question that the next unit answers without the question itself adding anything is a signpost. Delete it and the reader loses only the nudge.
- DEAD: gives nothing and leaves nothing open.

Judge every unit as if the reader might stop there, including the last. If the copy is an excerpt, the last unit should still hand the reader into what follows.

## Step 4: Track what is owed
List every question or promise the copy opens. Mark each one paid when a later unit answers it. Anything unpaid at the end is OWED, with the unit that opened it. In an excerpt that is expected, and the writer has to confirm the rest of the page pays it. A promise the page never keeps does more damage than an exit.

## Output
One line per unit, in order:
7. EXIT
8. LINK — open: what actually works, then?
13. SIGNPOST — answered by 14, adds nothing of its own

Then a summary:
- Counts: LINK, EXIT, SIGNPOST and DEAD, and EXIT plus DEAD as a share of all units.
- Runs: every stretch of two or more EXIT or DEAD units in a row, by unit number. These get fixed first, because two finished sentences in a row give the reader permission to leave.
- Owed: each unpaid question or promise and the unit that opened it.
- Fix first: the three exits that cost the most, with one line on why. Weigh exits near the top of the piece and just before the offer most heavily.

## Rules
- Do not rewrite, suggest wording or recommend cuts. Report and stop. The repair belongs to the writer.
- Every open item must name something specific. "The reader wants to know more" names nothing, so a unit with no better reason is an EXIT.
- Mark any call you are unsure of with (?) rather than forcing it.

Four things in there are doing the work.

  1. It reads as a stranger. Same reason as last week's bullet grader: give it the offer and it answers the page's questions out of the fact sheet.

  2. It asks two questions at every sentence. My first version asked only one, so it credited every signpost as momentum.

  3. It keeps a ledger of what the page owes. That caught something I'd missed. The page opens on a motorbike, and neither the "works best against" list nor the "harder to stop" list says whether Nightpane stops motorbikes. Three auditors flagged it. A page that opens on a sound and never says whether it stops that sound has made a promise it doesn't keep.

  4. It reports and stops. The repair is the writing, and it stays yours.

Fix the Exit, Then Read the Sentence After It

The audit finds the exits. The repair is the writing, and I went through three versions of a repair prompt before I trusted one.

The first rewrote the whole passage, and the exits moved down a line. It fixed the horn sentence by ending it on "the earplug meant to stop all this is on your pillow." The next two sentences, about earplugs and white noise, became the answer to that, and both auditors marked exactly those two as the page's only remaining exits.

Run twice, it scored higher and read worse. The second pass produced "It slipped onto the pillow, as earplugs do, and if you can't sleep in them at all, you've probably tried fighting noise with noise." One auditor gave that version a perfect score, the best of the whole test. The audit measures joins, and it can't hear a bad sentence.

The second version gave options, checked the sentence after each fix, and was allowed to refuse a tangled one. Its sentences were clean, but it fixed exits by bolting a clause onto a finished picture: "A siren rises, passes and fades, and nothing drowns it out." The siren still finishes, so the reader still feels finished, and the score didn't move.

The third version, below, adds one rule. Change where the sentence ends, not how much it says.

You are repairing the joins in a piece of copy. Below are the copy, an exit-point audit of it, and the offer it sells.

Work only on the units the audit marked EXIT, DEAD or SIGNPOST. Leave every LINK alone unless a fix forces a change to it.

For each unit you work on:
1. Give two or three ways to rewrite it so it still gives the reader what it gave before and now leaves something specific open. Change where the sentence ends, not how much it says. Use one of four moves: stop the event before it finishes (a siren that starts to rise, not one that rises, passes and fades), hold a detail back until the next unit, end on half of a contrast so the reader needs the other half, or move a fact forward so it raises a question before it is answered. Rewrite a SIGNPOST so it carries real content, or delete it if the units on either side already join.
2. Name what each option leaves open and which later unit pays it off. If nothing in the copy or the offer can pay it off, drop that option.
3. Check the next unit. Once your fix opens a question, the next unit becomes the answer, and an answer that opens nothing new is a fresh exit. Say whether the next unit still leaves something open after your fix. If it does not, repair it too, the same way.

Rules:
- Every question you open is answered later in the copy or by a fact in the offer. Never open a gap the offer cannot close.
- Add no fact, figure, claim, testimonial or name that is not in the offer.
- Keep the writer's voice. Match the sentence lengths around each fix, keep every sentence complete, and keep each sentence to one main idea. No sentence may run longer than the longest sentence in the original.
- Do not bolt a new clause onto a sentence that still completes its picture. The reader still feels finished at the full stop.
- Do not cut a unit to remove an exit, and do not add signposts ("Here's why." "But there's more." "Keep reading.").
- If the only way to make a unit pull is a sentence you would not read aloud to a client, leave the exit and say so. A clean exit beats a tangled link.
- Keep the total length within ten percent of the original.

Return:
1. The options for each unit, in order, with what each leaves open and where it is paid off.
2. One assembled version using the option you would pick for each unit, with every changed unit marked.
3. Any exits you chose to leave, and why.

COPY:
[paste the copy]

AUDIT:
[paste the full exit-point audit output]

OFFER:
[paste the offer facts: what it is, how it works, the proof you can actually use, price and terms. The repair can only open gaps these facts can close.]

On its own, its assembled version still scored no better than the page it started from. The options were good: "A siren starts to rise as it turns into your street." "By the time somebody leans on a horn at a green light, you're reaching for the earplugs." But each street noise still stood as its own picture, and the auditors kept marking them as exits.

So I did what I keep telling you to do. I took the best pieces from all three runs, joined them, added one line of my own, and wrote the passage myself.

Before (an exit)

After (a link)

The bar on the corner empties into the street at closing time.

The bar on the corner empties at closing time, and over the voices a siren starts to rise.

A siren rises, passes and fades.

It fades just as the light turns green and nobody moves.

Somebody leans on a horn at a green light.

By the time somebody leans on the horn, you're reaching for the earplugs.

It leaves no marks, so you don't need your landlord's permission.

It leaves no marks and needs no landlord's permission, so the only question left is what it stops.

Each sentence starts where the last one stopped. The siren rises over the bar's voices and fades as the light turns green, and the horn sends you for the earplugs. That's the slide. The first prompt found half of it and broke the sentences after, and the third found clean pieces and never joined them.

Version of the page

Links, auditor 1

Links, auditor 2

After the cut pass, before any repair

72%

78%

First repair prompt, one pass

83%

89%

First repair prompt, two passes

100%

89%

Third repair prompt, as printed

72%

72%

Its options, picked and chained by hand

94%

89%

The hand-built version had no runs of exits anywhere. Both auditors still flagged the same gap: the page opens on a motorbike and never says whether Nightpane stops one. That's a question for the client, and no rewrite can answer it.

That's where I come down. Use Claude for the audit every time. Use the repair prompt for options, write the fix yourself, and read the sentence after it before you move on.

Where the Slope Stops Working, and What My Test Can't Tell You

Sugarman engineered the slide for a reader who had already picked up the magazine. A scrolling page with a notification arriving mid-paragraph is a different environment, and no audit can see a notification.

It also fits some pages badly. A pricing table, a docs page or an FAQ works better when the reader can leave the moment they have the answer. Momentum on those is an obstacle.

A structure built to make stopping difficult deserves a position, and mine is the bullet gate's rule: every gap has to be real, and the payoff has to arrive. That's what the owed ledger is for. A slope built over nothing wastes more of the reader's time than a flat page does.

The test is small, so here's what it can't carry.

  • One passage, one fictional product, about 300 words. Treat the numbers as directional.

  • Every reader was Claude. Two per version, each in a fresh session, which is a long way from a person on a phone.

  • The auditors disagreed on details. Their exit counts on the same passage differed by up to three. They agreed on the big moves, with the Sugarman impression worst and the hand-built repair near the top, and that's the part I'd trust.

  • An exit marks where a reader could leave. Nobody measured where anyone did. Peggy has already asked me where the scroll-depth data is, and there isn't any.

The Master’s Memo

Claude can copy Sugarman's sentences in seconds. The slide lives in the joins, where one sentence has to give the reader something and open the next in the same breath.

Run the audit, write the fixes yourself, and read the sentence after every fix, because that's where the exit goes when you close it.

More clicks, cash, and clients,
— Mark Masters