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Monthly inquiry review: conversion trends, channel comparison, sales rankings, and action plan

Use the last 3 months of data to spot trends in your monthly review, not a single month to draw conclusions. Four things you must do: conversion rate trend (find the turning point; two consecutive months of decline is a real problem), channel comparison (look at close rate and cost per acquisition, not inquiry volume), sales...

月度复盘:趋势 · 渠道 · 人 · 计划Monthly review: trend, channel, people, plan 月度复盘不是周报加长版,是用90天数据找拐点Monthly review uses 90-day data to find inflection points ① 转化率趋势① Conversion trend 近3个月逐档漏斗趋势线,找拐点3-month 4-stage trend lines, find turning point 连续两月下降才叫问题,单月波动不算2 consecutive months down = real problem 反直觉:涨得最快的档最该警惕Counter-intuitive: fastest-rising stage needs caution ② 渠道对比② Channel comparison 各渠道询盘量、有效率、成交率、获客成本Volume, validity, close rate, CAC per channel 量大不等于钱,看成交率和CACVolume ≠ money; watch close rate and CAC 连续两月排名垫底考虑砍预算2 months bottom = cut budget candidate ③ 销售排名③ Sales ranking 询盘分配量、转化率、成交金额、人均工时Assigned leads, close rate, value, hours 只看成交排名不公平,要看人均转化效率Rank by efficiency, not raw wins 末位不是淘汰,是陪听和培训Bottom = coaching, not firing ④ 改进计划④ Action plan 只列3项,每项有责任人、截止日、验收标准Max 3 items: owner, deadline, acceptance 下月复盘第一件事就是验这3项Next review starts with these 3 超过3项等于没计划More than 3 = no plan at all 月度复盘硬规则Hard rules 用近3个月数据,不用单月数据下结论Use 3-month window, not single month 销售排名必须标准化:同一起跑线比效率Normalize sales ranking by efficiency 改进计划≤3项,下月复盘第一项就是验收≤3 actions; next review verifies first 每月最后一个周五下午,2小时闭门会Last Friday 14:00-16:00, closed door
The four quadrants of a monthly inquiry review: trends, channels, people, plan

Monthly inquiry review: conversion trends, channel comparison, sales rankings, and action plan

Bottom line first: Use the last 3 months of data to spot trends in your monthly review, not a single month to draw conclusions. Four things you must do: conversion rate trend (find the turning point; two consecutive months of decline is a real problem), channel comparison (look at close rate and cost per acquisition, not inquiry volume), sales rankings (by conversion efficiency per rep, not absolute deals closed), and an action plan (list only 3 items, each with an owner, a deadline, and acceptance criteria). Here’s the counterintuitive part: the funnel stage growing fastest deserves the most scrutiny, because a one-off event may have inflated it and it won’t last.

1. How a monthly review differs from a weekly report: use 90 days to find the turning point

A monthly review isn’t a longer weekly report. A weekly report asks “what happened this week”; a monthly review asks “has the trend changed.” Single-month data is too noisy: inquiries were up 20% this month, maybe because a big channel published an article last month; if they drop next month, that doesn’t mean the trend is worsening. You need the last 3 months of rolling data to tell fluctuation from a turning point.

What counts as a turning point? Two consecutive months moving in the same direction. Up one month, down the next, flat the third — that’s normal fluctuation. Two consecutive months of decline is what tells you something in the process is genuinely broken and needs to be addressed in the monthly review. This standard keeps the team from overreacting to single-month numbers.

Symptom Data pattern Verdict Action
Single-month fluctuation Up one month, down the next Normal noise No action, keep watching
Two consecutive months in the same direction Conversion rate down two months in a row Suspected turning point Investigate the cause
Three consecutive months in the same direction Conversion rate down three months in a row Confirmed turning point Adjust strategy or budget
Single-month spike Up more than 50% in a month Watch out Check whether it’s a one-off event

Here’s the counterintuitive part: the funnel stage growing fastest deserves the most scrutiny. Say quote-to-win suddenly jumps from 22% to 40% this month — don’t rush to celebrate. First check whether one big deal pulled up the average. If the real conversion rate is still 22% without that deal, the “growth” is an illusion and it’ll fall back next month. To read a trend, you must look at the median or the numbers with outliers removed.

2. Conversion rate trend: the 90-day curve across the four funnel stages

The first table in your monthly review is the conversion trend across the funnel stages over the past 3 months. List the four stages for each month — new inquiries, qualified conversations, quotes, and closed deals — calculate the conversion rate for each stage, and chart the trend. Whichever stage has declined for two months straight is your main battleground this month.

Funnel stage July August September Trend assessment
New inquiry → qualified conversation 62% 61% 60% Stable, normal fluctuation
Qualified conversation → quote 58% 55% 48% Down two months straight, possible turning point
Quote → win 22% 24% 23% Steady
Overall inquiry → closed deal 7.9% 7.3% 5.3% Down two months straight, needs a project

Example: In the table above, qualified conversations to quotes dropped from 58% to 48%, declining for two months straight. The problem isn’t first response, and it isn’t closing — it’s the step in between: sales can’t push conversations to the quote stage. This is the one item your monthly review should turn into a project: Is it a sales skill problem? Are your quotes too high? Or has buyer quality changed? Next week, pull 5 inquiries that dropped at this stage, review the conversation records, and find the common thread. For a systematic look at funnel bottlenecks, see Inquiry conversion funnel bottleneck analysis.

3. Channel comparison: Look at close rate and acquisition cost, not inquiry volume

Channel comparison is the part of the monthly review teams get wrong most often. Many teams rank channels by inquiry volume: Google brought 300, so it’s first; LinkedIn brought 80, so it’s third. But high inquiry volume doesn’t mean profit. The right ranking criteria are close rate and customer acquisition cost (CAC). If one channel brings 300 inquiries and closes only 2 deals, while another brings 80 and closes 6, the latter is the better channel.

Channel Inquiry volume Quality rate Close rate Cost Verdict
Google organic search 320 65% 6.8% USD 12 Core channel, keep investing
Google ads 280 52% 3.2% USD 48 Cost too high, optimize keywords
LinkedIn 90 72% 11.1% USD 35 Highest quality, invest more in content
Website inquiries from industry trade shows 45 80% 15.6% USD 8 High quality, maintain long term
Other 65 40% 2.1% USD 22 Bottom two months straight, consider cutting

Decision rule for adjusting channel budgets: any channel that ranks last in close rate for two months straight and has an acquisition cost more than 1.5x the industry average goes on the budget-cut shortlist. But don’t cut it immediately — watch the third month first. If it’s still last in the third month, halve its budget next month and put the savings into your highest-close-rate channel. For how to choose an attribution model, see How to calculate lead attribution correctly, and for long-term channel structure, see Inquiry Source Channel Analysis.

4. Sales ranking: Rank by efficiency, not absolute deals closed

The biggest source of friction in sales rankings: rank by absolute deal value, and new hires always come last while veterans always come first. But new hires don’t get the same inquiry quality as veterans, which is unfair to them. The right approach is standardization — rank by per-person conversion efficiency, meaning who converts better when every salesperson gets the same number and quality of inquiries.

Sales Assigned inquiries Quality rate Quote conversion rate Win rate Verdict
Sales A (veteran) 60 70% 55% 25% Core performer, can mentor new hires
Sales B (veteran) 55 65% 48% 18% Consistent, needs motivation
Sales C (new hire) 40 55% 35% 10% Weak at quoting, needs call shadowing
Sales D (new hire) 38 60% 42% 14% Fast progress, keep developing

Rankings aren’t meant to weed people out — they’re meant to train them. A rep at the bottom isn’t cut; you look at which funnel stage is weakest and have them shadow a senior rep there. Say salesperson C closes only 35% of quotes, well below the 48% average. Then the monthly review should have a senior rep sit in on their next 5 quote calls, and debrief together afterward. For how inquiries are allocated fairly, see Inquiry Auto-Assignment Rules, and for sales workload balancing, see Sales workload balancing.

5. Improvement plan: list only 3 items, and verify them first next month

The last step of the monthly review is the improvement plan. The most common mistake is listing a dozen items — it looks thorough, but nothing actually gets done. The right approach is to list only 3 items, each with an owner, a deadline, and acceptance criteria. The first thing you do at next month’s review is check whether those 3 items got done.

Improvement Owner Deadline Acceptance Criteria
Improve the quote script, focusing on the follow-up cadence after quoting Sales manager October 15 Quote conversion back to 55% from 48%
Clean up Google Ads keywords, cut any with CAC above USD60 Marketing specialist October 10 Bring ad channel CAC below USD40
New rep shadows 5 quote calls and debriefs Salesperson A October 20 Raise salesperson C’s quote conversion to 42%

More than 3 items means no plan. A month has only 20 working days, so 3 items is already the limit. If you list 10, you haven’t really made trade-offs — you’ve just written down every problem. The value of a monthly review isn’t how many problems you find; it’s deciding which 3 to solve next month.

Meeting cadence for the monthly review: the last Friday of each month, 2:00 to 4:00 p.m., a 2-hour closed-door meeting with both sales and marketing attending. The first 90 minutes are for looking at data and finding causes; the last 30 are for setting improvement items. Don’t discuss data on the fly in the meeting — send it to attendees a day ahead. CRM data accuracy is the prerequisite for the review, see Connecting Website Leads to the CRM.

FAQ

What’s the difference between a monthly review and a weekly report?
A weekly report looks at “what happened this week”; a monthly review looks at “has the trend changed.” A single month’s data is too noisy — you need a rolling 3-month window to tell fluctuation from an inflection point. Only two consecutive months moving the same direction counts as an inflection point; a single month’s rise or fall is normal noise. A monthly review isn’t a longer weekly report — it uses 90 days of data to find inflection points.
How do you tell whether a change in conversion rate is a real problem or just noise?
Look at the direction across consecutive months. Up one month, down the next, flat the next is normal noise — don’t open a project. Two consecutive months falling the same direction is a suspected inflection point — open an investigation. Three consecutive months the same direction is a confirmed inflection point — adjust strategy or budget. Be wary of a sudden jump of more than 50% in a single month: check whether one big deal pulled the average up, and look at the real level with the outlier removed.
What standard are channels ranked by?
Rank channels by close rate and cost per acquisition, not by lead volume. If Google sends 300 leads and closes 2, while LinkedIn sends 80 and closes 6, LinkedIn is the better channel. Any channel that comes in last on close rate for two months straight and costs 1.5x the industry average to acquire a customer goes on the budget-cut list, but watch it for a third month before you cut. Move that budget to the channel with the highest close rate.
How do you rank salespeople fairly?
Rank by conversion efficiency per person, not by total revenue closed. New hires and veterans don’t get the same number or quality of leads. Instead, standardize on conversion rate at each funnel stage: connect rate, quote conversion rate, and win rate. The point of ranking isn’t to fire people, it’s to train them. For the person at the bottom, find the stage where they’re weakest, then have a senior rep sit in on their calls and debrief afterward.
How many items should a monthly improvement plan have?
Just 3, each with an owner, a due date, and acceptance criteria. A month only has 20 working days, and 3 items is already the limit. More than 3 and you don’t have a plan, because you never made a trade-off. The first thing you check at next month’s review is whether those 3 items got done. Acceptance criteria have to be measurable numbers, like quote conversion rate going from 48% back up to 55%.
How should you run a monthly review meeting?
The last Friday of every month, 2:00 to 4:00 p.m., a 2-hour closed-door meeting with both sales and marketing in the room. Send the data to attendees a day ahead so no one is discussing numbers for the first time in the meeting. Spend the first 90 minutes on the data, finding causes. Spend the last 30 minutes deciding what to improve. Don’t turn it into a status report, make it a decision meeting. You must walk out with 3 action items, each with an owner and a due date.

Final thoughts

Most teams turn the monthly review into homework: stitch together the weekly reports, paste in some numbers, hit send, done. But the real value of a monthly review is using a 90-day window to filter out the noise and see whether the trend has actually changed. A single month’s numbers will lie to you. A three-month trend won’t.

Three steps to make it work. First, look at the trend across all four funnel stages over the past 3 months, and only launch an initiative if it’s moved the same direction two months running. Second, rank channels by close rate and cost per acquisition, and rank salespeople by efficiency per person. Third, limit the improvement plan to 3 items, each with an owner, a due date, and acceptance criteria, and make verifying them the first item at next month’s review. Do these three steps and your monthly review stops being homework and becomes a real decision meeting.

One line worth remembering: a monthly review isn’t there to tell you how the month went. It’s there to force you to answer one question: what are the only three things we’re changing next month?

Li Yaochao
Li Yaochao Crater experts

Founder · Head of Growth · Former Alibaba Team · Focused on Global Growth

Founder & Head of Growth at Crater. Formerly with Alibaba, I specialize in helping Chinese companies expand overseas through independent site development, Google SEO, and GEO (Generative Engine Optimization). I've led multiple foreign trade sites and DTC brands from zero to one, and I closely follow how large language models like ChatGPT and Gemini are reshaping overseas customer acquisition.

Global Growth StrategyGEO Trend AssessmentSelection Decision
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