How to Conduct an Effective Monthly Profit Review for Tobacco Content and Make Rapid Adjustments

How to Conduct an Effective Monthly Profit Review for Tobacco Content and Make Rapid Adjustments

After I started doing business reviews, one habit has never changed: In monthly meetings, I don't look at page views first, nor do I look at follower growth.

I look at profit first.

The reason is simple. Content teams are particularly prone to conflating "busy" with "effective."

Writing 300 articles in a month, publishing 500 pieces of content, and seeing traffic increase by 40% — everyone on the team is excited. But when finance calculates at the end of the month, profit has actually decreased by 120,000 yuan. This situation is not uncommon in content operations.

I've made this mistake too.

For a time, we held our monthly business meetings around the 5th of each month. The operations lead would come in with a pile of data: page views, bookmarks, shares, user growth, content volume, channel growth. After an hour of discussion, no one could accurately answer one question:

What exactly were the things that increased the company's profit last month? And what were the things that ate away the profit?

Later, I completely redesigned the monthly review.

Now, my principle is just one sentence:

**A monthly review is not about summarizing the past — it's about deciding where the money, people, and time should move next month.**

These two concepts sound similar, but in practice they are vastly different.

I. Why I Changed the Monthly Profit Review from a "Report Meeting" to a "Business Correction Meeting"

The previous monthly meetings were very much like achievement showcases.

The content department reported how many pieces they published, the channel department reported traffic growth, the sales department reported how many clients they signed, and the finance department finally reported a profit number.

The problem was that every department could prove they had completed part of their work, but no single link truly explained the profit change.

Later, in one review, I directly cut the meeting materials in half.

That was with a content team in East China, in October 2025. The team had about 20 people at the time.

September revenue was 1.86 million yuan, and October revenue rose to 1.94 million yuan — it looked good.

But operating profit dropped from 430,000 yuan in September to 310,000 yuan.

Revenue increased by 80,000 yuan, but profit decreased by 120,000 yuan.

If we had followed the old meeting format, we might have said:

"Revenue maintained growth, overall operations are relatively stable."

But that sentence has no business value.

I asked finance to redo a table and break down the profit change.

We finally found:

• Revenue increase: +80,000 yuan
• Direct cost increase for certain projects: -52,000 yuan
• Temporary outsourcing increase: -36,000 yuan
• Idle personnel cost: -28,000 yuan
• Certain channel cost increase: -41,000 yuan
• Other factors: -43,000 yuan

Revenue growth was completely eaten up by cost and structural changes.

After this incident, I redefined the monthly review as a correction meeting.

The meeting only discusses three questions:

Where does the money come from?

What eats the money?

Where should resources be moved next month?

As for data that doesn't help answer these three questions, I won't let the team spend too much time on them in the meeting.

II. In the Monthly Review, I Only Look at Three Numbers First

Every month when I get the financial data, I usually look at only three numbers first:

Revenue, Contribution Gross Profit, Operating Profit.

It's not that other metrics are unimportant — it's that these three numbers most easily tell me whether the business has actually created real value.

Simply put:

Revenue - Direct Costs = Contribution Gross Profit

Then subtract period expenses like personnel, management, platform, and technology to get operating profit.

For example, a project charges 100,000 yuan.

If the team spent 60,000 yuan in direct costs to complete the project, the revenue looks good, but the contribution left behind is only 40,000 yuan.

If this project also occupies a lot of time from two employees, the final operating profit may be even lower.

So I strongly oppose this approach:

"This project has high revenue, so it must be a good project."

No.

High revenue does not equal high profit; high profit does not necessarily mean high operating efficiency.

What you should really look at is how much profit per unit of resource is created.

This is actually consistent with the "value-oriented" thinking in many commercial and recommendation systems: you shouldn't just optimize intermediate metrics like clicks and impressions, but should instead connect user behavior with the final economic value as much as possible. Related research also emphasizes shifting from traditional click metrics to long-term value and profit goals.

III. Do a "Profit Bridge" First, Then Examine Revenue and Costs

In my monthly review now, there's one action that's almost fixed:

Do a profit bridge first.

Suppose September's operating profit was 500,000 yuan, and October's became 380,000 yuan.

Don't directly ask:

"Why did profit decrease?"

Instead, break it down:

Looking at this, the problem becomes clear.

Revenue was actually growing.

The real big problem is personnel efficiency.

If at this point you still ask the sales department to "keep increasing revenue next month," you're likely heading in the wrong direction.

Because the biggest profit loss point for this business right now is not insufficient revenue — it's that new revenue hasn't generated enough marginal profit.

I personally value this very much.

Many business leaders like to solve the "biggest problem," but I prefer to solve:

**The problem that has the biggest impact on profit.**

The two are not exactly the same.

IV. Revenue Growth Is Not Necessarily Good News — the Key Is Growth Quality

I've seen a very typical situation.

A content team's monthly revenue grew from 1.2 million yuan to 1.5 million yuan — a 25% increase.

The person in charge was very excited.

But when I broke down the customers, I found:

Out of the original 1.2 million yuan, 800,000 came from long-term stable customers, and 400,000 came from high-margin projects.

Of the 300,000 yuan in new revenue this month, 220,000 came from low-margin, labor-heavy projects.

The result:

Revenue grew 25%, but contribution profit only increased 2%.

I wouldn't define this as "high-quality growth."

Because the team is essentially using more manpower to exchange for more revenue.

If this type of project continues to increase next month, a very uncomfortable situation may arise:

The company gets busier and busier, but profit gets thinner and thinner.

So now when I review revenue, I always break it down into at least four dimensions:

• Customer revenue
• Project revenue
• Content type revenue
• Channel revenue

Then keep asking:

Which part truly contributes to profit?

Instead of:

Which part is growing the fastest?

V. Cost Review Can't Just Look at "How Much Was Spent"

The most common mistake in cost review is only looking at the budget execution rate.

For example:

Monthly budget was 1 million yuan, actual spending was 960,000 yuan.

Looks good.

But I care about a different question:

Of this 960,000 yuan, how much actually generated profit?

Assume:

Personnel cost: 450,000 yuan;

Content production: 250,000 yuan;

Channel cost: 150,000 yuan;

Technology and tools: 60,000 yuan;

Other: 50,000 yuan.

If only two projects contributed 80% of the profit at the end, then the other costs need to be re-examined.

I particularly like to divide costs into three categories:

Category 1: Must Spend

For example, basic personnel, necessary systems, basic operation facilities.

This type of cost mainly requires efficiency management.

Category 2: Adjustable

For example, outsourcing, part of content production, channel spending, temporary project resources.

This type of cost must be tied to output.

Category 3: Should Be Challenged

For example:

Projects that have been occupying budget for a long time without clear output;

Duplicated construction;

Inefficient content production;

Activities without clear verification goals;

Expenses that "have always been done this way."

Category 3 is the most worth examining.

Because the most dangerous costs in business are often not the big costs, but the small costs that no one is responsible for over the long term.

3,000 yuan a month doesn't seem like much.

That's 36,000 yuan a year.

If there are 20 similar items, that's 720,000 yuan.

VI. Content Teams Most Easily Create Three "False Booms"

The First False Boom: Content Volume Growth

200 articles were published last month.

300 articles were published this month.

Looks like production efficiency increased by 50%.

But if effective content hasn't increased, it actually shows that the team may have just pushed up the production volume.

So now I look at both:

Content volume ÷ Content cost

And:

Effective commercial results ÷ Content cost

The latter metric truly approaches business value.

The Second False Boom: Traffic Growth

Traffic growth certainly has value.

But if the traffic hasn't formed legal and compliant commercial results, or if the users it brings don't match the actual business, then traffic itself is hard to directly equate to profit.

Especially for tobacco-related internet businesses, there are relatively strict regulatory boundaries.

For example, a 2024 notice from the Fujian Provincial Tobacco Monopoly Bureau and the Fujian Provincial Communications Administration clearly states that selling related tobacco monopoly products via the internet is prohibited, and imposes regulatory requirements on tobacco-related advertising and providing internet information services for illegal operations.

So when doing industry content operations, I don't take "the more traffic, the better" as a default principle.

What should really be reviewed is:

Has the value of compliant content increased?

Is the target audience more precise?

Has content production cost decreased?

Has the quality of legal business revenue improved?

The Third False Boom: Customer Count Increase

Customers went from 20 to 30 — a 50% increase.

But if each of the 10 new customers only contributes 5,000 yuan in revenue while occupying a lot of sales, content, and operations time, that could be bad growth.

I increasingly value one metric:

**Customer profit, not customer revenue.**

And even go further:

Customer contribution profit ÷ Customer occupied resources.

Because customers are sometimes not "revenue sources" but "resource consumers."

VII. Customer Structure Is More Worth Reviewing Than Customer Count

I usually divide customers into four simple quadrants.

The most noteworthy is Type B.

Because this type of customer is particularly prone to creating illusions.

Revenue is high.

The team is busy.

Everyone thinks they are "big clients."

But in the end:

The bigger the client, the less money the company makes.

I've encountered similar situations before.

A project had monthly revenue of about 300,000 yuan — almost 15% of the team's monthly revenue.

Everyone thought it couldn't be let go.

Later, after re-calculating work hours, we found that this client occupied nearly 24% of the team's effective work hours.

At the same time, the project communication frequency was very high, and the number of revisions was far higher than other clients.

After re-calculation, its profit margin was only single digits.

At this point, the question isn't "should we continue serving."

It's:

Should we change the service approach.

We didn't stop immediately. Instead, we re-broke down the service process, standardized the high-frequency manual processes, and re-evaluated the project scope.

In the second month, project revenue remained basically unchanged, but work hours dropped by about 18%.

That's real profit improvement.

VIII. I Now Regularly Use 90 Minutes for a Monthly Review

If the team is not large, I think 90 minutes is enough.

But the prerequisite is that the data must be prepared in advance.

0-10 Minutes: Look Only at Results

Look only at:

• Revenue
• Gross profit
• Operating profit
• Profit margin
• Budget variance
• Month-over-month change

No discussion of details.

10-25 Minutes: Examine Budget Variance

Put budget and actual together.

For example:

Budget profit: 400,000 yuan.

Actual profit: 310,000 yuan.

First determine that 90,000 yuan is missing.

25-45 Minutes: Break Down Revenue

Look at:

• Customers
• Projects
• Content types
• Channels
• New vs. old customers
• High vs. low gross margin structure

Find where the revenue change came from.

45-60 Minutes: Break Down Costs

Focus on:

• Personnel
• Content production
• Outsourcing
• Platforms
• Channels
• Technology
• Inefficient spending

Don't use equal effort across the board.

Only find the 2-3 items that have the biggest impact on profit.

60-75 Minutes: Identify the Main Problem

For example:

"This month's profit is short by 90,000 yuan, of which personnel efficiency caused 40,000 yuan in losses, low-margin projects caused 30,000 yuan in losses, channel costs caused 10,000 yuan in losses, and other factors 10,000 yuan."

Then the meeting should not discuss 20 issues.

Only focus on these three.

75-85 Minutes: Determine Adjustment Actions

Convert problems into actions.

Not:

"Improve content quality."

But:

"Next month, stop two low-contribution content projects, freeing up 1.5 person-months of resources."

Not:

"Optimize costs."

But:

"Outsourcing production costs should be controlled within 180,000 yuan; exceeding the budget requires re-approval."

85-90 Minutes: Lock in Responsibility

The last 5 minutes only confirm:

Who does it?

When will it be completed?

What metrics will be used to verify?

Without a responsible person and a deadline, I basically don't count it as an action.

IX. Only Five Types of Actions After the Review

I now classify all adjustment actions into five baskets:

1. Stop Immediately

Applicable to:

Sustained losses;

No strategic value;

Long-term no improvement;

Occupying large amounts of resources.

2. Reduce Investment

Not cut immediately, but reduce budget, manpower, or content frequency.

Give it an observation period.

3. Maintain

Has profit but no obvious room for growth.

Maintain current resources.

4. Increase Investment

Must meet one condition:

It has been proven that unit investment can generate reasonable returns.

Don't increase budget just because it "feels good."

5. Small-Scale Testing

For new directions that haven't been verified, I won't directly invest a large budget.

Test with one month, a small budget, and a small team first.

Then enter the next monthly review.

X. The "Next Month Business Adjustment Table" I Now Regularly Use

My habit is to compress the review into one final table.

There's one very important aspect to this table:

Every action must carry an "estimated profit impact."

Because this makes the team start thinking:

"Am I doing this to improve profit, or just to make myself look busy?"

XI. A Complete Case: What Should Really Be Adjusted When Profit Declines

Below is an anonymized business calculation case.

Assume a content team in April 2026:

Revenue: 2.2 million yuan.

Direct costs: 1.26 million yuan.

Contribution gross profit: 940,000 yuan.

Period expenses: 550,000 yuan.

Operating profit: 390,000 yuan.

May:

Revenue: 2.31 million yuan.

Looks like 5% revenue growth.

But operating profit is only 300,000 yuan.

Short by 90,000 yuan.

If you only look at revenue, May was growing.

But keep breaking it down.

Item 1: Project Structure

In May, new revenue was 180,000 yuan, of which 120,000 came from low-margin projects.

Contribution profit was only 30,000 yuan.

Original high-margin project revenue decreased by 70,000 yuan.

So revenue increased without a corresponding increase in profit.

Item 2: Personnel

In May, due to concentrated delivery of several temporary projects, outsourcing and overtime costs increased.

Personnel-related costs were 45,000 yuan higher than budget.

Item 3: Channels

A certain channel's budget was originally 80,000 yuan, but actual spending reached 110,000 yuan.

That's 30,000 yuan overspent.

But the corresponding effective commercial results did not grow year-over-year.

Finally:

The 90,000 yuan profit decline can be roughly explained as:

• Project structure: -30,000 yuan
• Personnel/outsourcing: -45,000 yuan
• Channels: -30,000 yuan
• Other efficiency factors: +15,000 yuan

So next month's focus becomes very clear:

Don't let sales blindly chase revenue.

Instead:

First, limit the proportion of low-margin projects;

Second, re-arrange personnel capacity;

Third, reduce inefficient channel budgets;

Fourth, put the freed-up manpower into high-contribution projects.

This is what I understand as "profit review."

It's not telling everyone "May was bad."

It's telling the team:

How should June's money, people, and time be reallocated.

XII. The Most Dreaded Phrase in Reviews: "Keep Optimizing Next Month"

I particularly dislike this phrase.

Because it sounds very correct but has no executability.

What does "keep optimizing" mean?

Optimize how much?

Who is responsible?

When will it be completed?

How much profit will it eventually bring?

None of it is known.

So now I require the team to turn all "optimizations" into numbers.

For example:

Don't say:

"Reduce content costs."

Change to:

"In June, reduce the average production cost per article from 680 yuan to 560 yuan."

Don't say:

"Improve customer quality."

Change to:

"Among newly signed projects, reduce projects with an expected contribution gross margin below 25%."

Don't say:

"Enhance team efficiency."

Change to:

"Under the same personnel size, increase monthly effective output by 15%."

This way, next month's review becomes very simple.

If the result is achieved, continue.

If not, continue investigating the cause.

XIII. A Monthly Review Should Form a Closed Loop

I now understand the entire process as:

Data → Identify deviation → Find main problem → Formulate actions → Execute → Verify → Review again.

Not:

Data → Meet → Summarize → Adjourn.

These are two completely different operating systems.

A truly effective monthly review should cause the next month's business actions to change.

If a team finds the same issue for six consecutive months:

"Certain project profit margins are very low."

But six months later, they're still doing the same projects — then what the team lacks is no longer analytical ability, but business decision-making ability.

Similarly, if every month they find:

"Certain content production costs are too high."

But no one adjusts the production process, then the review is just statistical work.

XIV. What I Value Most Now Is Not "How Beautifully the Review Is Done"

I increasingly feel that there is a principle in profit review that is easily overlooked:

**A review is not to prove who was right in the past, but to decide what to stop doing in the future.**

What operators truly lack is not data.

Nowadays, various dashboards, financial systems, and content platforms can provide plenty of data.

What is truly scarce is:

The courage to cut inefficient projects based on data.

The courage to reduce a direction that looks lively but has very low profit.

The courage to tell a big client:

"If we continue serving you the way we do now, the economic model of this project doesn't hold up."

And also the courage to pull limited human resources out of a habitual project and invest them in higher-contribution projects.

This is where the monthly profit review truly creates value.

XV. In the End, I Only Keep One "Profit Dashboard"

If I were to compress the entire system further, I believe a monthly business person-in-charge really only needs to watch one table.

Results Layer

Revenue

Contribution gross profit

Operating profit

Profit margin

Budget variance

Structure Layer

Customer profit

Project profit

Content profit

Channel profit

Efficiency Layer

Per-unit cost

Unit effective result cost

Per-capita contribution profit

Personnel utilization rate

Outsourcing cost ratio

Risk Layer

Low-margin customers

Loss-making projects

High-resource occupation projects

Accounts receivable

Abnormal costs

Action Layer

What to stop

What to reduce

What to maintain

What to increase

What to test

These five layers together basically form a monthly profit review system that can truly be used for business decisions.

My own judgment is that, in content business, what ultimately matters is not who can produce more content, but who can more quickly identify "what content, what customers, what projects, and what channels are truly worth continuing to invest in."

Especially in tobacco-related content areas, business analysis must be built within compliance boundaries. The current rules of the "Tobacco Monopoly Law Implementation Regulations" continue to emphasize the monopoly management of tobacco monopoly products, and after the 2021 amendment, it was clarified that new tobacco products such as e-cigarettes are subject to reference to cigarette regulations.

So I don't simply understand the monthly review as "how to increase revenue."

A more accurate description should be:

Within the framework of legality and compliance, use limited people, money, and content resources to retain the parts that can truly form profit, and quickly cut the inefficient parts.

A good monthly review should let the team know three things at the start of next month:

What must continue to be done, what must be reduced, and what must be stopped.

If all three answers are clear, then this review is truly complete.