# Gotchas

Failure modes that produce confidently wrong growth advice. Owners move real budget off this pulse, so a plausible-sounding mistake here costs money.

---

## Gotcha: recommending more spend on a saturating channel

**Why it matters:** Rising spend with rising cost per lead means the channel is running out of audience, not scaling. "It's working, spend more" is the single most expensive wrong call this skill can make.

### Bad

```
Paid social drove 47 leads, up from 29. Recommend increasing budget 50%.
```

Spend went from USD 900 to USD 3,200 and cost per lead went from USD 31 to USD 68. Volume rose because spend rose. Efficiency collapsed.

### Good

```
Paid-social volume is up but cost per lead rose from USD 31 to USD 68 as spend tripled.
That's saturation, not scale. Hold budget flat and fix creative before adding
more — another 50% of budget likely buys leads at USD 90.
```

Always check cost per lead against spend before recommending budget in either direction.

---

## Gotcha: reporting CRM deal value as revenue

**Why it matters:** Weighted pipeline is a forecast. Presenting it next to real revenue, in the same format, makes it read as money in the bank.

### Bad

```
Revenue — USD 214,000
```

Where USD 86,000 is invoices and USD 128,000 is open pipeline.

### Good

```
Revenue — USD 86,400 (invoiced)
Pipeline — USD 128,000 open, weighted USD 41,000 (forecast, not booked)
```

Label the forecast every time. Owners plan hiring off these numbers.

---

## Gotcha: inventing attribution

**Why it matters:** When a campaign's revenue can't be traced, assigning it on a guess produces a return figure that looks authoritative and is fiction. Budgets move on these numbers.

### Bad

```
Paid social return: 3.4x
```

Derived by assuming every new customer that month came from paid social.

### Good

```
Paid social: USD 3,200 spend, 47 leads at USD 18 each. Revenue attribution unavailable —
the CRM isn't capturing source on closed deals. Cost per lead is solid; whether
those leads convert is the open question. Turning on source tracking would
answer it next month.
```

An honest gap with a fix is more useful than a confident fake number.

---

## Gotcha: the platform's numbers and the CRM's numbers disagree

**Why it matters:** The ad platform will claim 60 conversions while the CRM shows 41 leads. This is normal — different attribution windows, different definitions. Picking whichever is flattering misleads.

### Bad

Report 60, because it's the bigger number and it came from the ad platform.

### Good

```
The ad platform reports 60 conversions; the CRM received 41 leads with it as the source.
The 19-lead gap is normal attribution difference. Using the CRM number, since
that's what your team actually worked.
```

Report both, name the gap, and say which you used and why.

---

## Gotcha: one product carrying the entire trend

**Why it matters:** "Revenue up 12%" reads as broad health. If one SKU accounts for all of it and the other nine are flat or down, the business is more fragile than the headline suggests.

### Bad

```
Revenue up 12%. Growth engine is healthy.
```

### Good

```
Revenue up 12%, but entirely from one product — the summer bundle, up USD 9,800.
Every other product is flat or down. The headline is real; the breadth isn't.
```

Always check whether the trend survives removing the top mover.

---

## Gotcha: burying the funnel drop-off

**Why it matters:** The stage where the funnel loses the most is usually the highest-value finding available, and it is almost always cheaper to fix than any new campaign. It gets buried because it isn't a headline number.

### Bad

Lead with revenue and channel mix. Mention stage conversion in a bullet halfway down.

### Good

If one stage is losing more than 70% of what enters it, that is the headline sentence of the whole pulse, regardless of what revenue did.

---

## Gotcha: manufacturing three actions on a quiet month

**Why it matters:** If every pulse produces three urgent actions, the owner learns the actions are filler and stops reading them. The credibility of the recommendation is the asset.

### Bad

```
1. Consider testing a new ad channel.
2. Review your pricing.
3. Think about a referral program.
```

Generic, unprompted by any number in the pulse.

### Good

```
1. Nothing urgent this week. The engine is steady.
   The one thing worth watching: referral share has grown three months running
   with no effort behind it. Worth a deliberate test next month.
```

---

## Gotcha: marketing vocabulary the owner doesn't use

**Why it matters:** This audience is owner-operators, often the entire marketing department. Funnel-speak makes the pulse feel like it was written for someone else.

### Bad

```
Top-of-funnel velocity improved while MQL-to-SQL conversion degraded.
```

### Good

```
More new leads came in than last month, but fewer of them turned into real
opportunities.
```

Same finding. One of them gets acted on.
