How to decide on X operation KPI (B2B/recruitment/operation agency) with template

If "what should be set as a KPI" remains ambiguous in X operation, time will be wasted on creating reports rather than improving posts. In this article, we will summarize KPI designs that can be used on a weekly basis in three patterns: B2B, recruitment, and operational agency.

First, the conclusion

• By breaking down KPIs into four stages: “Discovery → Trust → Transition → Results”, it becomes difficult to deviate from the decision axis.
• Focus on one North Star KPI and choose an indicator that can be improved weekly.
• B2B focuses on "profile transitions, link clicks, and observable leads"
• Recruitment is not just about completed applications, but also weekly tracking of front-end indicators such as saves and lead clicks.
• In addition to performance indicators, the management agency will set operational KPIs to ensure compliance with delivery deadlines.
• By fixing the 30-minute review, you can decide all at once: "See the numbers → Judgment → Next post"

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Conclusion: KPIs are divided into “Discovery → Trust → Transition → Results”

The first thing to define is the role of numbers. Even for the same impression, the evaluation weight will be different depending on the recognition purpose and the application purpose.

• Discovery: impressions, initial velocity, non-follower reach
• Trust: Save, reply, react before viewing profile
• Transition: Profile transition, link click, application lead click
• Results: KGI for inquiries, applications, business negotiations, etc.

What is important here is that the optimal value changes depending on the industry, product unit price, and recruitment difficulty. Operation will be more stable if you do not decide on the internal specifications of X and instead set indicators in the range that can be observed by your company.

One North Star KPI to decide on first

4 steps are enough.

1. Fix the purpose in one sentence (e.g., increase the number of clicks leading to opportunities)
2. Create three candidate KPIs (e.g. profile transition, link click, inquiry)
3. Keep only indicators that can be observed on a weekly basis
4. Decide on one north star KPI and add two to three leading indicators.

If you decide on this order, your weekly post improvements will become "hypothesis testing" rather than "feeling".

KPI design by purpose (B2B / recruitment / operation agency)

B2B

• Candidate North Star KPI: Number of profile transitions or number of link clicks
• Leading indicators: number of posts, number of saves, profile click rate
• Results confirmation: Leads/Inquiries (Since external CVs have environmental differences, first define within the observable range)

Recruitment

• Candidate North Star KPI: Number of clicks on application route
• Leading indicators: Proxy indicators for profile transitions, saves, and stays (detailed replies and fixed post reactions)
• Results confirmation: The number of applications will be evaluated monthly as the final KGI, and weekly will be determined based on the previous indicator.

Operation agency

• Possible North Star KPI: On-time delivery rate or number of weeks with no missed submissions
• Leading indicators: production lead time, number of drafts in stock, number of missed submissions, number of meetings
• Results confirmation: Evaluate the transition and results of each company on a monthly basis, assuming operational stability of multiple accounts

By purpose: Examples of this week's moves

B2B

• Modify fixed posts in the order of "Issue → Solution → Direction"
• Fix and compare the CTA at the end of case posts to one pattern
• Create two series per week using industry keywords that have high response

Recruitment

• Line up 3 Q&A posts that answer candidates' concerns
• Change the structure of culture promotion posts to make them easier to save
• Unify the profile path to "Recruitment type → application link"

Operation agency

• Introducing a rule to finalize drafts 48 hours before posting
• Clarify the check to prevent omissions in posts for each person in charge.
• Reduce man-hours by limiting weekly meetings to three decisions

You can also check the operational image after design at Achievements/Examples. Related articles: X strategy for B2B / X operation of recruitment PR / Improving efficiency of management agency / 30 minutes a week workflow

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Weekly review format (30 minutes)

Stabilizing the steps will make them easier to repeat.

1. Check last week's difference in North Star KPI (5 minutes)
2. Check the increase/decrease in leading indicators (10 minutes)
3. Hypothesize the reasons for the increase/decrease (5 minutes)
4. Narrow down next week's experiments to one or two (7 minutes)
5. Confirm the person in charge and the deadline (3 minutes)

Weekly Review Questions

• Which posts generated the most “next actions”?
• Who and what issue did the post hit?
• Is the reason for the decline in the distribution volume, content, or flow?
• What measures will you stop next week?
• What types of posts should you increase next week?

KPI dashboard template (for copy and paste)

Just fill in one line below every week and the flow of definition → judgment → action will be complete.

Common mistakes and how to correct them (follower disease, too many indicators, etc.)

• follower disease If you judge good or bad only by the number of followers, you will stop improving your transition and results. Treat the number of followers as an indicator whose priority changes depending on the purpose, and set a separate north star KPI.

• Too many indicators If you look at more than 10 of them each week, your decision making will be slower. Narrow it down to one North Star + two or three leading indicators.

• Weekly review not conducted If you only look back at the end of the month, your progress will be delayed. Make 30-minute reviews a regular occurrence, and always decide until the next week's experiment.

• Depends on external CV If you track only weekly indicators that fluctuate depending on the acquisition environment, your judgment will be unstable. The main axis is the observable transition indicator.

Next action (CTA)

First, decide on just one North Star KPI this week. Next, narrow down to 2-3 leading indicators and pin a 30-minute review to your calendar. If you would like to compare plans before implementation, please go to Prices to compare plans.

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FAQ

Q1. Do I need to monitor follower count?

A. Yes, but the priority changes by objective. Follower count matters for awareness expansion, while transition indicators are more useful for weekly decision-making when the goal is acquisition.

Q2. Can I change the North Star KPI midway?

A. If the correlation is weak after about 4 weeks of verification, there is no problem in changing it. If you change it every week, it will be impossible to compare, so it is necessary to separate the verification period.

Q3. What should I do if I cannot get time to stay due to recruitment?

A. We use the number of saves, number of detailed replies, fixed post reactions, and profile transition rate as proxy indicators. It is important to continually compare the data you can obtain.

Q4. What is the top priority KPI for management agency?

A. First of all, we have an on-time delivery rate and zero missed submissions. If the operational foundation collapses, improvements will not be made in the performance indicators.

Q5. How many people should do the weekly review?

A. One decision maker and one or two people in charge of execution work the fastest. If you increase the number of people too much, it will tend to become a shared meeting.

Q6. How should I decide on the target value?

A. A practical method is to temporarily improve by 10-20% for the next month based on the median value for the last four weeks. Since there are differences depending on the industry and seasonality, we assume regular updates.

List of internal links used in this article (bullet list of URLs only)

• https://tengux.com/signup
• https://tengux.com/resources
• https://tengux.com/achievements
• https://tengux.com/priceplan
• https://tengux.com/articles/guide-b2b-x-strategy-en
• https://tengux.com/articles/guide-x-hr-recruitment-en
• https://tengux.com/articles/guide-x-agency-efficiency-en
• https://tengux.com/articles/guide-x-time-saving-workflow-en