استراتژی داده و اندازهگیری
Deciding what is worth measuring, defining it once so everyone agrees, and building tracking that survives privacy changes and platform updates.
معرفی
Most companies measure too much and decide too little. Dashboards proliferate, definitions drift between teams, and nobody trusts the number enough to act on it.
We work backwards from the decisions you make regularly. Each one needs a small number of measures, defined precisely, collected reliably. Everything else is optional, and cutting it makes the rest visible.
مناسب چه کسانی است
- Companies where two teams report different numbers for the same thing
- Businesses whose tracking broke with a privacy or platform change
- Teams with plenty of dashboards and no decisions being made from them
نگاه ما به استراتژی داده و اندازهگیری
کارهایی که یک همکاری معمولی شامل میشود. دامنه از اول مشخص است و بعدا هزینه اضافه نمیشود.
Decision inventory
The decisions you actually make and how often. Measurement that does not serve a decision is overhead.
Metric definitions
Each measure defined in one place, in words, including the edge cases. This is what ends the disagreements.
Tracking implementation
Event design and tagging built to be maintainable, with server-side collection where the browser can no longer be relied on.
Attribution approach
A model matched to your sales cycle and honest about its limits. Last click is not wrong so much as narrow.
Privacy and consent
Consent handling and data retention designed in from the start, which is both a legal requirement and a data quality question.
Reporting layer
A small number of reports people actually open, each tied to a decision and a review cadence.
از اولین تماس تا نتیجه
هر بار همین ترتیب، تا همیشه بدانید قدم بعدی چیست.
Audit
What is tracked now, what is broken, and which numbers are being reported that nobody can reproduce.
Define
The decision inventory and the measurement framework, agreed with the teams who will have to live with the definitions.
Implement
Tagging, server-side collection and consent handling, built and validated against known values rather than assumed correct.
Operate
Reporting, a review rhythm, and monitoring so that when tracking breaks, somebody finds out that week.
نتیجه، نه انبوه فایل
چند فایل تحویلی یعنی پیشرفت نیست. اینها چیزهایی است که باید واقعا عوض شود.
One number per question
Shared definitions end the meetings that are really arguments about arithmetic.
Measurement that lasts
Server-side collection and proper consent handling mean the next browser change does not erase your data.
Fewer dashboards, more use
Cutting reports nobody opens makes the remaining ones visible and, more importantly, maintained.
Faster decisions
When the number is trusted, the meeting is about what to do rather than whether the data is right.
پرسشهای رایج درباره استراتژی داده و اندازهگیری
چیزهایی که معمولا قبل از تماس میپرسند. اگر پرسش شما اینجا نیست، مستقیم بپرسید.
Our analytics broke after a privacy change. Can you fix it?
Usually. That normally means moving critical measurement server-side and rebuilding consent handling so that what you do collect is lawful and complete. It is a common starting point.
Do we need a data warehouse?
Not always. It becomes worthwhile when you need to join marketing data to sales or product data, which is often but not universal. We will say if you do not need one.
How long does implementation take?
Audit and framework in three to four weeks. Implementation depends on how many systems are involved, typically another four to eight.
Which tools do you use?
Whatever you already have, where it is adequate. GA4, server-side tagging, and a warehouse when justified. We do not have a platform to sell you.
استراتژی داده و اندازهگیری برایتان مطرح است؟
بگویید میخواهید چه چیزی عوض شود. اگر گزینه مناسبی نباشیم، همان اول میگوییم و جای بهتری معرفی میکنیم.
دنبال تصویر کاملتر هستید؟
استراتژی داده و اندازهگیری معمولا کنار کارهای دیگر در استراتژی و مشاوره قرار میگیرد. کل این حوزه را ببینید تا ارتباطها روشن شود.