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slop_test.md

164 lines · small-business/skills/outreach-composer/reference/slop_test.md at 2574e29

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1# The Slop Test
2
3Run every draft through this before showing it to the owner. These are the specific patterns that make copy read as machine-written, and owners recognize all of them instantly because their own inboxes are full of them.
4
5---
6

The Slop Test

Run every draft through this before showing it to the owner. These are the specific patterns that make copy read as machine-written, and owners recognize all of them instantly because their own inboxes are full of them.


Raw lines 1 to 6
7## The four fast checks
8
9**1. Would the owner say this sentence out loud?**
11Read it aloud in their voice. If it sounds like a brochure, rewrite it. Business email that nobody would ever say is the most common tell there is.
13**2. Could this go to a different company with two words changed?**
15If yes, it is a template with a merge field, not personalization. The prospect has received forty of these this month.
17**3. Does it open with a compliment about their business?**
19Delete it. "I've been following your work and I'm impressed by what you're building" is the single most recognizable opener in cold email. Everyone uses it, so it signals mass send.
21**4. Is there a phrase here the owner has never used?**
23Check against the never-uses list in the shared voice profile. One foreign phrase undoes an otherwise good message.
25---

The four fast checks

1. Would the owner say this sentence out loud?

Read it aloud in their voice. If it sounds like a brochure, rewrite it. Business email that nobody would ever say is the most common tell there is.

2. Could this go to a different company with two words changed?

If yes, it is a template with a merge field, not personalization. The prospect has received forty of these this month.

3. Does it open with a compliment about their business?

Delete it. "I've been following your work and I'm impressed by what you're building" is the single most recognizable opener in cold email. Everyone uses it, so it signals mass send.

4. Is there a phrase here the owner has never used?

Check against the never-uses list in the shared voice profile. One foreign phrase undoes an otherwise good message.


Raw lines 7 to 26
27## Banned openers
29These read as generated regardless of what follows.
31- "I hope this email finds you well"
32- "I hope you're doing well"
33- "I wanted to reach out"
34- "I came across your company and"
35- "I've been following your work"
36- "Quick question for you"
37- "I'll keep this brief"
38- "I know you're busy, so"
40**What to open with instead:** the specific reason you are writing. The permit filing. The mutual customer. The thing that happened.
42```
43Bad: I hope this finds you well. I wanted to reach out because I came across
44 Ridgeline and was impressed by your portfolio.
46Good: Saw you filed for the Kellogg Street building. Congratulations.
47```
49---

Banned openers

These read as generated regardless of what follows.

  • "I hope this email finds you well"
  • "I hope you're doing well"
  • "I wanted to reach out"
  • "I came across your company and"
  • "I've been following your work"
  • "Quick question for you"
  • "I'll keep this brief"
  • "I know you're busy, so"

What to open with instead: the specific reason you are writing. The permit filing. The mutual customer. The thing that happened.

Bad:  I hope this finds you well. I wanted to reach out because I came across
      Ridgeline and was impressed by your portfolio.

Good: Saw you filed for the Kellogg Street building. Congratulations.

Raw lines 27 to 50
51## Banned filler
53Phrases that occupy space without carrying meaning.
55| Cut | Because |
56|---|---|
57| "reach out" / "circle back" / "touch base" | Corporate register almost no owner actually uses |
58| "leverage" / "utilize" / "solutions" | Nobody says these out loud |
59| "at your earliest convenience" | Say "when you get a chance" |
60| "I'd love to" | Usually means "I want to" — say that |
61| "excited to" | Manufactured enthusiasm reads as fake |
62| "synergy" / "align" / "unlock" | Instantly recognizable as generated |
63| "just following up" / "just bumping this" | Says the follow-up has no content |
64| "let me know if you have any questions" | Filler closer; use a real ask |
66---

Banned filler

Phrases that occupy space without carrying meaning.

CutBecause
"reach out" / "circle back" / "touch base"Corporate register almost no owner actually uses
"leverage" / "utilize" / "solutions"Nobody says these out loud
"at your earliest convenience"Say "when you get a chance"
"I'd love to"Usually means "I want to" — say that
"excited to"Manufactured enthusiasm reads as fake
"synergy" / "align" / "unlock"Instantly recognizable as generated
"just following up" / "just bumping this"Says the follow-up has no content
"let me know if you have any questions"Filler closer; use a real ask

Raw lines 51 to 67
68## Structural tells
70**Three neat parallel bullets.** Real people write one thing, or a messy list. Perfectly balanced trios are a generation artifact.
72**A sentence that restates the previous one.** Generated copy pads. Owners do not.
74**Every paragraph the same length.** Real writing is lumpy.
76**Em dashes everywhere.** Owners use commas and periods. A message with three em dashes was not written by a contractor between jobs.
78**A closing that summarizes what was just said.** In a 90-word email, this is filler by definition.
80---

Structural tells

Three neat parallel bullets. Real people write one thing, or a messy list. Perfectly balanced trios are a generation artifact.

A sentence that restates the previous one. Generated copy pads. Owners do not.

Every paragraph the same length. Real writing is lumpy.

Em dashes everywhere. Owners use commas and periods. A message with three em dashes was not written by a contractor between jobs.

A closing that summarizes what was just said. In a 90-word email, this is filler by definition.


Raw lines 68 to 81
82## The ask
84Every message needs exactly one, and it should be small.
86```
87Bad: Let me know if you'd like to explore how we might be able to help
88 with your facilities needs.
90Good: Worth a 10-minute call Thursday?
91```
93A vague ask gets a vague non-response. A specific small ask gets a yes or a no, and both are useful.
95---

The ask

Every message needs exactly one, and it should be small.

Bad:  Let me know if you'd like to explore how we might be able to help
      with your facilities needs.

Good: Worth a 10-minute call Thursday?

A vague ask gets a vague non-response. A specific small ask gets a yes or a no, and both are useful.


Raw lines 82 to 96
97## Length
99| Message | Ceiling |
100|---|---|
101| Cold, first touch | 120 words |
102| Follow-up | 60 words |
103| Warm or referral | 150 words |
104| Post-meeting | 100 words |
106Over the ceiling, cut rather than tighten. The parts that go first are the opener, the credentials paragraph, and the closing summary — none of them earn their space.
108---

Length

MessageCeiling
Cold, first touch120 words
Follow-up60 words
Warm or referral150 words
Post-meeting100 words

Over the ceiling, cut rather than tighten. The parts that go first are the opener, the credentials paragraph, and the closing summary — none of them earn their space.


Raw lines 97 to 109
110## Worked rewrite
112**Before — 118 words, fails every check:**
114```
115Hi Dana,
117I hope this email finds you well! I wanted to reach out because I came across
118Ridgeline Property Group and was really impressed by the portfolio you've built
119in the commercial space.
121At Okonkwo Mechanical, we specialize in providing comprehensive HVAC solutions
122tailored to the unique needs of multi-building property managers. We'd love to
123explore how we might be able to leverage our expertise to help optimize your
124facilities operations.
126Would you be open to a brief call to discuss how we can add value to your
127portfolio? Let me know if you have any questions!
129Best regards,
130Ray Okonkwo
131```
133**After — 54 words, in Ray's actual voice:**
135```
136Hi Dana,
138Saw you filed for the Kellogg Street building. Congratulations.
140Straight answer on why I'm writing: we cover six other property managers in
141the area on single service plans across all their buildings. Usually works out
142cheaper than per-building contracts.
144Worth 10 minutes Thursday?
146Thanks, Ray
147```
149What changed: the opener became a real fact. The credentials became a specific claim about comparable customers. The ask became answerable. Every banned phrase is gone. And it sounds like Ray, because it uses his greeting, his sign-off, his "straight answer," and his sentence length.
151---

Worked rewrite

Before — 118 words, fails every check:

Hi Dana,

I hope this email finds you well! I wanted to reach out because I came across
Ridgeline Property Group and was really impressed by the portfolio you've built
in the commercial space.

At Okonkwo Mechanical, we specialize in providing comprehensive HVAC solutions
tailored to the unique needs of multi-building property managers. We'd love to
explore how we might be able to leverage our expertise to help optimize your
facilities operations.

Would you be open to a brief call to discuss how we can add value to your
portfolio? Let me know if you have any questions!

Best regards,
Ray Okonkwo

After — 54 words, in Ray's actual voice:

Hi Dana,

Saw you filed for the Kellogg Street building. Congratulations.

Straight answer on why I'm writing: we cover six other property managers in
the area on single service plans across all their buildings. Usually works out
cheaper than per-building contracts.

Worth 10 minutes Thursday?

Thanks, Ray

What changed: the opener became a real fact. The credentials became a specific claim about comparable customers. The ask became answerable. Every banned phrase is gone. And it sounds like Ray, because it uses his greeting, his sign-off, his "straight answer," and his sentence length.


Raw lines 110 to 152
153## When a draft cannot pass
155Sometimes there is genuinely no hook — no signal, no connection, nothing specific.
157Do not manufacture one. Write a shorter, honestly cold message and tell the owner it is cold:
159```
160No specific trigger on this one, so it's a straight cold intro. Shorter on
161purpose — there's nothing to reference and pretending otherwise is worse.
162```
164An honest cold email at 40 words outperforms a fake-warm one at 120, and it does not cost the owner credibility if the prospect ever compares notes.

When a draft cannot pass

Sometimes there is genuinely no hook — no signal, no connection, nothing specific.

Do not manufacture one. Write a shorter, honestly cold message and tell the owner it is cold:

No specific trigger on this one, so it's a straight cold intro. Shorter on
purpose — there's nothing to reference and pretending otherwise is worse.

An honest cold email at 40 words outperforms a fake-warm one at 120, and it does not cost the owner credibility if the prospect ever compares notes.

Raw lines 153 to 164