What integration means in practice
Ad accounts show clicks and leads, the CRM shows deals, and the cash register shows payments. While that data stays separate, an owner sees three different pictures of the same business. Integration joins them through a shared customer identifier: source, campaign, inquiry, deal, payment.
The result is that you stop looking at the cost of a click and start looking at the cost of a paid order, channel by channel. Ads that bring cheap leads who never buy stop looking attractive, and a channel with pricier but paying customers earns its budget.
Start with goals and the customer path
The first step is not code. It is agreeing on what counts as a result. For an online shop in Tashkent it is a paid order, for a clinic it is an appointment that actually took place, for a developer it is a meeting at the sales office. Those goals decide which events you need to pass along.
Next, map the customer path: where someone first sees you, where they write, who replies, where the deal closes. If sales happen through Telegram and phone calls, analytics has to see those, not just the form on your website.
Basic web analytics should be working before anything else. Without it you cannot tell whether the integration itself pays off.
Which data sources are usually connected
You do not need to connect everything at once. Begin with the channels that take most of your budget and add the rest as the system proves its value.
- Meta Ads and Google Ads accounts: spend and UTM tags
- Website: forms, cart, key events
- Call tracking for inbound calls
- Telegram bots and chats where customers leave contacts
- Instagram Direct: tagged links and a source field filled in by the manager
- A CRM with deal stages
- Payments: Click, Payme, cash, card terminals, marketplaces such as Uzum
Where integration most often breaks
The first cause is people. If managers do not record the lead source in the CRM, the most precise technical setup is useless. You need clear mandatory fields and short training for the sales team.
The second is a tag lost along the way. A customer comes from an Instagram ad, moves to a Telegram bot, then calls. If the identifier is not passed at each step, the sale ends up labeled as direct traffic.
The third is offline. Some payments are made in cash or at a point of sale and have to be matched with leads through exports or by hand. That works fine as long as the process is written down and someone owns it.
The fourth is timing. A B2B deal can take weeks to close, so judging a channel only by yesterday's payments gives a misleading picture.
What shapes the cost of integration
There is no fixed price, and an honest contractor will name one only after an audit. The final figure depends on the number of sources, whether you have a CRM and how well it is kept, whether development is needed (for example, sending events from a bot or an in-house system), how complex the offline part is, and the reporting format: a ready dashboard or regular reviews with recommendations.
Budget for maintenance too. Ad platforms change their rules, websites get updated, staff come and go. A setup left unsupported starts producing distorted numbers after a few months.
How to check that it works
Verification needs no special expertise, only regular reconciliation. Comparing the report with the till once a month is the simplest protection against numbers that look good but are wrong.
- A test lead from each channel reaches the CRM with the correct source
- Ad spend in the platforms matches the report
- The number of payments in analytics matches the till for the same period
- The share of deals with no source is small and its causes are understood
- The report answers the owner's questions instead of just showing charts
Working with a contractor
Ask for a description of the data scheme, access to the dashboard, and accounts registered in your name rather than the contractor's. Ask what happens to the setup if you decide to change providers. A good sign is a willingness to report in numbers and to say plainly which conclusions are still too early to draw.
The markdev team works on end-to-end analytics and reporting for businesses in Uzbekistan. If you want to know which channels really bring in payments, describe your situation and we will talk through where to start.
FAQ
How is end-to-end analytics different from Google Analytics?
Google Analytics shows behavior on your website. End-to-end analytics adds ad spend, calls, messenger leads, CRM deals and payments, so it can answer which channel actually brings revenue.
Do I need a CRM for end-to-end analytics?
In practice, yes. Deal stages and sale outcomes are recorded there. Without one you can calculate cost per lead, but not cost per paid order.
Can sales through Telegram and Instagram be tracked?
Yes, but it takes a scheme: tagged links, passing the source into the bot, and a mandatory source field in the CRM for conversations that managers handle manually.
How soon do results appear after integration?
The first data shows up right after launch, but reliable conclusions depend on the length of your sales cycle. Quick purchases need a short period, while long sales need more time.
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