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End-to-End Analytics Without Google: Build Your Own Stack or Buy a Platform
A ready analytics platform costs like another salary. When the lead volume justifies it, and when a Metrica-plus-CRM combo is genuinely enough.
In short
A ready end-to-end analytics platform (Roistat, Calltouch, Comagic) pays off at sufficient lead volume, typically several hundred inquiries a month across multiple ad channels at once, once the platform’s cost drops below the time a specialist spends manually assembling the data. Below that volume, a combination of Yandex Metrica, call tracking and UTM fields in the CRM gives comparable accuracy for less money, at the cost of more one-time manual setup rather than ongoing payment.
Why this question got sharper recently
Relying on Google Analytics has long been unreliable for Russian businesses: the service is unstable for RU accounts, and part of the data is effectively unavailable or skewed. That pushed the market back to a question that used to default toward a ready platform: build analytics in-house on Yandex Metrica and a CRM, or pay for a platform like Roistat, Calltouch or Comagic that handles data assembly for you.
What a ready platform actually gives you
The main value of platforms like Roistat, Calltouch and Comagic is not the data itself, the underlying sources are largely the same, Metrica, call tracking, the CRM, but the automatic assembly and visualization of the link between an ad channel and a specific sale, without an analyst manually rebuilding it every week. This saves time, but does not by itself create data that was not already in the source systems.
The DIY stack: what it consists of
| Component | Role |
|---|---|
| Yandex Metrica | On-site behaviour, traffic sources, goals |
| UTM tags on every link | Tying a specific ad to a visit |
| Call tracking (dynamic or static) | Linking calls to the acquisition channel |
| UTM and source fields in the CRM | Preserving attribution through to the actual sale |
| A spreadsheet or BI dashboard to consolidate data | Manually assembling the funnel from click to sale |
The volume threshold where a platform pays off
The exact threshold depends on a specialist’s hourly cost and the specific platform’s pricing, but a working benchmark is several hundred inquiries a month across multiple channels at once. Below that volume, the time spent manually assembling data in a spreadsheet or a simple BI dashboard costs less than a platform subscription; above it, the specialist’s manual time starts costing more than automation would.
The number of channels matters as much as lead volume: a business with one ad channel gets little value from an analytics platform regardless of volume, consolidating data from a single source is not hard manually. A platform’s value grows specifically with the number of simultaneously running channels that would otherwise need manual reconciliation.
A risk in both models rarely said out loud
Both a ready platform and a DIY stack are equally useless without upfront discipline: if sales reps do not accurately log a deal’s source in the CRM on every single deal, no platform can reconstruct that link after the fact. The tool automates assembling data that already exists, it does not create data that was never recorded at the moment of the deal.
Frequently asked questions
At what lead volume does a ready analytics platform pay off?
A working benchmark is several hundred inquiries a month across multiple ad channels at once. Below that, manual data assembly in a spreadsheet is usually cheaper than a platform subscription; above it, the specialist’s manual time starts costing more than automation.
Can a business skip Google Analytics entirely?
Yes, and for Russian businesses this is increasingly a practical choice, not an ideological one: Yandex Metrica combined with call tracking and source fields in the CRM gives comparable accuracy for most needs, without depending on a foreign service’s stability for RU accounts.
What does neither a platform nor a DIY stack solve?
Input data discipline. If sales reps do not accurately log a deal’s source in the CRM on every deal, no tool reconstructs that link after the fact, both a platform and a DIY stack equally automate data that already exists rather than creating it.
Should a business move from a platform to a DIY stack when the budget shrinks?
It is worth checking inquiry volume and the number of active channels at the time of the decision, rather than relying on a call made at a different business stage. If volume has dropped below the platform’s payback threshold, moving to a Metrica-plus-call-tracking-plus-CRM combo can give comparable accuracy for less money.
Need a hand with this?
We do this work, not just write about it. Describe the task and we will scope it and send a staged estimate.
Related services
- CRM implementation and sales automationEnquiries from messengers, email and calls get lost when the only place tracking them is a sales manager’s memory. A CRM fixes this, but only when it is configured around your actual sales process rather than left as the out-of-the-box default. We implement amoCRM and Bitrix24, set up automation, and connect everything to the website, telephony and analytics.
- Targeted and search advertisingPaid advertising brings traffic the day after launch, and burns budget just as fast when audiences are guessed at and nobody counts the leads. We build campaigns in the channels that genuinely work in Russia in 2026: VK Ads, Telegram Ads and Yandex Direct, plus Meta and Google Ads for projects selling abroad. Tracking goes in before launch, not after.
- IT consulting and product auditThe most expensive mistakes in software happen before the first line of code: a misread problem, a stack chosen out of a contractor’s habit, and a specification that does not exist. Consulting exists to settle all of that before the development meter starts running: what to build, out of what, at what cost and in which order. The result is a document, not an opinion on a call.
Read next
- End-to-End Analytics: Connecting Your Website, Ads and CRMStandard analytics shows clicks and leads, not money. A step by step guide to connecting your website, ad accounts and CRM into one system that reports real cost per customer, by channel.
- AmoCRM or Bitrix24: Choosing a CRM for Your Sales Team in 2026AmoCRM and Bitrix24 are not a better-or-worse comparison, they fit different business structures. A side-by-side look at pipelines, automation, cost and the learning curve, built to save you a costly switch in a year.
- SMM KPIs: Measuring Social Media Effectiveness Beyond LikesA report showing growing reach and likes says nothing about whether SMM is paying off. The metrics that actually connect to money, and how to read them.