Expanding demand sources while maintaining control over client acquisition costs
Leads from Yandex have become more expensive, budget increases provide almost no new clients, and the sales department complains more often about the quality of inquiries. In such a situation, it is easy to decide that the advertising channel is exhausted. But the same symptom arises for different reasons: from a broken form on the site to limited demand in a specific city.
VK Ads can add new first-contact scenarios: interest in a topic, community engagement, a lead form, or a business card within the platform. The business's task is to figure out which of these scenarios bring in clients with acceptable economics. No dashboard by itself guarantees this.
First, a Direct diagnosis: five checks before transferring the budget
- Find the moment of change in results. Compare the cost per lead and sale with dates of strategy shifts, site edits, geographical changes, and seasonality. A sharp drop after form updates requires a different solution than a gradual auction price increase.
- Check what the strategy is learning. Clicking a phone number, scrolling, and opening a page do not equal talking to a client or placing an order. Given mandatory auto-targeting in Yandex Business Promotion (EPK) and spam bot activity, the strategy easily learns from false actions. Check your Metrica goals against real inquiries, filter out irrelevant synonyms with strict negative keywords, and account for spam. Read more in our analysis of ad protection against click fraud.
- Assess available demand. Check the coverage of commercial queries, geography, budget limits, lost impressions, and the marginal cost of an additional lead. There is no universal threshold like 'reached 80% — time to leave': brand demand, different types of queries, and auctions cannot be lumped into a single metric.
- Check the volume of data for training. For a number of conversion strategies, Yandex recommends aiming for at least ten conversions per week. This is an algorithm operation recommendation, not a guarantee of a result and not a reason to substitute sales with random micro-actions. Consider the delay between the click and the deal.
- Sync advertising with CRM. How many applications were successfully processed, how many correspond to the service and geography, and how many reached payment? In the YAN, the cost of a qualified lead and sales are important. The list of excluded sites is useful as a management tool but does not replace these metrics.
If leads are lost between the form and the CRM, a new traffic source will increase losses. If the measurement is functioning, the economics are clear, and demand growth in the current channel is limited, you can test additional audiences.
Test the mobile landing page separately: loading, form submission, success message, and the appearance of the request in the CRM. For complex services, compare the promise in the ad with the first screen of the landing page. A mismatch in price, geography, or service content turns even a relevant click into a bounce.
What tasks can be checked via VK Ads
Contextual phrases and interest relevance
Contextual targeting helps engage with people who have shown interest in content related to your keywords. VK training materials list product cards among such interactions. Therefore, a list of phrases is a hypothesis about the audience, not a replica of the Yandex search auction.
Separate urgent needs from long-term choices. For a service ordered today, check for more recent interest; for a complex project, a longer cycle. Check available period values and setting combinations in the selected promotion object. Compare options based on lead quality, maintaining a clear purpose for each group.
Communities, proprietary audience, and retargeting
Thematic communities and segments available in the dashboard help formulate hypotheses about audience needs. Subscribing to a competitor's community does not in itself prove an intention to buy. Check the availability of specific targeting, segment size, and audience overlap; for each segment, prepare an offer corresponding to its interest.
Client lists and retargeting require a legal basis for data processing and compliance with platform rules. A publicly visible profile does not grant unconditional permission to collect and use any personal information. For medical and other sensitive topics, check advertising and data handling restrictions separately.
Lead forms, business cards, and Mail.ru inbox requests
Lead forms shorten the path to an inquiry, but a pre-filled phone number does not necessarily mean genuine interest. Add one or two substantive questions: what service is needed, in which city, within what timeframe. Do not collect sensitive information that is not required for initial contact.
In February 2026, VK introduced the 'Business Cards' object for smart campaigns: a small page with a description of the offer and contact buttons, created using a model. This is an option for testing an offer without developing a separate site. The generated text, images, contacts, and mandatory information must be checked before launch.
Address-based lead forms in Mail.ru Mail allow leaving a request from an advertising offer in the service interface. This is a separate contact scenario, not a promise of identical inventory for every campaign. Check placement availability, display terms, and lead processing rules before testing.
Catalog, local audience, and direct deals
For an online store, a functional product feed, current prices and availability, and correct events on the site are important. For a local service — geography, operating hours, and the ability to contact quickly. Start with a technically verified bundle, not all settings at once.
Updated in April 2026, 'Direct Deals' allow you to agree on placement on available platforms, CPM, and period. In the published VK description, access is linked to an agency account: verify current connection terms. Choosing a platform and a fixed cost per thousand impressions provides control over purchasing; however, the cost per lead and sale must still be measured.
Search, Yandex Advertising Network, and VK: comparing roles in the funnel
| Channel | Type of demand and scenario | Weak point / budget drain spot | Key quality metric |
|---|---|---|---|
| Yandex Search | Hot generated demand: a person is actively looking for a solution and comparing commercial offers. | Overheated auction in popular niches, irrelevant auto-targeting via broad synonyms. | Cost of a qualified lead (SQL), conversion of a target request into a contract. |
| YAN (Yandex Advertising Network) | Near-target interest and retargeting: user contact on partner sites and in applications. | Click bot farms, junk traffic from gaming apps, micro-conversion fraud. | Cost of a valid lead, regular audit, and exclusion of ineffective DSP platforms. |
| VK Ads | Latent interest and behavior: community segments, contextual phrases, business cards, and lead forms. | Unconscious clicks and auto-filling contacts in the feed without a real need. | Cost of a target lead after 1–2 qualifying questions, percentage of those reaching a dialogue. |
Channels can complement each other. One person might see an offer on social media, then find the company via search and call. When comparing, take into account the attribution model and sales lag. You cannot just sum up reports from different dashboards and assume that every conversion marked by them represents a unique customer.
A cheap lead and a profitable client are different metrics
Agree with the sales department on what to consider a qualified lead: a suitable service, geography, real need, and the ability to contact. Record refusal reasons with separate statuses. The term SQL only makes sense with an agreed-upon qualification criterion.
In the first variant, the standard CPL is 300 rub., in the second — 1,500 rub. But a qualified contact is cheaper in the second. This is an educational calculation, not STARCODE statistics or a forecast for a specific niche. The next step is to compare sales, margins, and processing costs.
Transferring leads and statuses from CRM helps link advertising inquiries to their results. Do not confuse analytical integration with optimization: the presence of a 'Paid' status in a report does not in itself mean that the selected campaign is learning from paid conversions. Verify supported events and the actual goal of the strategy.
Model B2B case: how combining Direct and VK changes the cost of a qualified lead
Let's analyze a training model for a regional engineering equipment supplier: average ticket 320,000 rub., deal cycle from two to four weeks. All values are conditional; the purpose of the example is to show the calculation of the qualified application cost and channel comparison.
Parameters and accounting methodology: in the model, we attract new inquiries for 30 days, recording the first advertising touch in CRM. After attracting ends, we leave another 28 days for the deal cycle to pass. The final cut is on the 58th day from the start; we include only applications from the test period and related deals in it. Such a term gives the latest applications a full four-week observation period.
Basic model (Yandex Direct only): 180,000 rub./month is spent on search campaigns and Yandex Advertising Network. The channel brings 75 primary inquiries at a CPL of 2,400 rub. Due to auction overheating and broad auto-targeting, 28 applications pass qualification (SQL) at a real cost of 6,429 rub. In the final cut on the 58th day, the sales department closes 6 deals for a total of 1,920,000 rub. Before increasing the budget to 240,000 rub., let's compare this option with an additional channel test.
Integrating VK Ads: an additional 60,000 RUB is directed not to the overheated search, but to VK Ads (a combination of contextual targeting by industry brands for 7 days and lead forms with a mandatory purchase volume filter to screen out private individuals).
| Funnel indicator (total on day 58) | Direct only (base) | VK Ads test | Combined total of the combination |
|---|---|---|---|
| Advertising budget | 180,000 RUB | 60,000 RUB | 240,000 RUB |
| Primary inquiries (leads) | 75 inquiries | 48 inquiries | 123 inquiries |
| Cost per primary lead (CPL) | 2,400 RUB | 1,250 RUB | 1,951 RUB |
| Qualified inquiries (SQL) | 28 leads | 19 leads | 47 leads (+68%) |
| Cost per qualified lead (SQL) | 6,429 rub. | 3,158 RUB | 5,106 RUB (-20.6%) |
| Closed deals (total on day 58) | 6 sales | 4 sales | 10 sales (+67%) |
| Final revenue | 1,920,000 RUB | 1,280,000 RUB | 3,200,000 RUB |
Key takeaway of the model: given the values, the combination provides 47 qualified applications at 5,106 rub. against 28 at 6,429 rub. The cost of a qualified inquiry is 20.6% lower, and the total budget is 60,000 rub. higher. To evaluate the profitability of a real test, additionally consider margin, cost price, advertising management payment and inquiry processing. The calculation itself does not prove an increase in demand or sales specifically due to channel interaction.
Which landing page to choose for the first test
- Local service: clear geography, form or digital business card, fast response. The key metric is the cost of a customer who actually arrived.
- B2B and complex project: task explanation, qualifying form, then a conversation with a specialist. Estimate the value of a qualified sales opportunity and deal timeline.
- Clinic: a specific service and convenient booking without a diagnosis request in the advertising form. Control lead quality, completed appointments, and medical advertising compliance requirements.
- Online store: product card, correct feed, and purchase events. Evaluate paid orders, cancellations, margin, and the share of advertising expenses.
Test plan without endless dashboard shuffling
- Document the initial economics of Direct and the lead quality criteria.
- Choose one service, one geography, and several verifiable audience hypotheses. Do not automatically transfer the entire Yandex structure.
- Prepare the offer, landing page, qualification, and lead route to the responsible manager. Verify the transmission of a test inquiry.
- Agree on budget and stop conditions: unacceptable client cost, share of non-target applications, spending limit, and technical failures.
- Evaluate the test after accumulating an agreed-upon volume of data and considering the sales cycle. Change one significant part of the funnel at a time, keeping a history of changes.
- Expand only bundles with confirmed quality. Check if the economics remain intact during budget growth and increased sales load.
At STARCODE you can order audit of current advertising campaigns and a test plan for your own team or setup and management of targeted advertising. We coordinate work on analytics, creatives, integrations, and advertising labeling within the contract scope. If there is a problem on the landing page, we will include its improvement in the plan.
Sources and documentation
Sources verified .
- Yandex Direct: "Maximum Conversions" strategy — Conditions for conversion strategy training, payment per click, and payment per target action.
- Yandex Direct: portfolio strategies — Campaign consolidation for statistics accumulation and shared budget management.
- VK training material: contextual targeting — Principles of keyword selection, demand relevance periods, and negative keywords in VK Ads.
- VK: launch of 'Business Cards' object, 19.02.2026 — Official release of the quick landing page format for VK Ads smart campaigns.
- VK: leads from ads in Mail.ru Mail, 12.03.2026 — Official description of the lead collection scenario via addressable lead forms in the Mail interface.
- VK: 'Direct Deals' update, 06.04.2026 — Conditions for site approval, fixed CPM, and placement periods in agency accounts.
The documentation describes platform capabilities. We check configuration and compatibility for the specific project; STARCODE prices and SLA are determined by our proposal and contract.