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RUUAEN

Instagram advertising

Instagram advertising helps businesses generate clicks, inquiries, leads, and sales through the social network's audience. Results depend on the offer, advertising campaign settings, the quality of the creatives, the selected audiences, and where the user is directed after clicking. Therefore, before launching, we analyze the entire chain from the ad to the request or purchase.

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Instagram advertising
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  2. Contextual advertising (PPC)»
  3. Instagram Ads
106
clients over six years of work
120%
average traffic growth in the first year
184%
organic revenue growth per year
85%
average landing page conversion

Order Instagram advertising for your business

At Seo-Gen, setting up Instagram advertising starts with the business objective. For one project, the priority might be product sales, while for another, it might be service requests, appointments, messages, or website user acquisition. Campaign structure, advertising budget, audience segments, ads, and analytics are created to address this goal.

Instagram advertising makes sense when a business needs a manageable audience acquisition channel with clear advertising costs and measurable user actions. Before launch, we determine what constitutes a result: a purchase, a completed form, a call, a message, a registration, or another targeted action.

Instagram advertising services include ad account preparation, audience analysis, campaign structure, ad management, and post-launch statistics monitoring. The scope depends on the project: a small local business typically requires a different structure than an online store with dozens of product categories.

You can buy Instagram ads through the Meta advertising system, but paying for impressions alone doesn't solve your business's problems. A campaign must drive people to a relevant offer, and the resulting data must be analyzed regularly. Without this, your budget continues to be wasted even on ads and audiences that aren't driving the desired actions.

What tasks does targeted advertising on Instagram solve?

Targeted advertising on Instagram can be used to generate leads, sales, website visits, messages, and re-engagement with people already familiar with the company. The objective is chosen before setting up the campaign, as it determines the ad structure and subsequent performance evaluation.

Most often, businesses use Instagram Ads for several purposes:

  • Online stores direct users to product and category pages where they can place an order;
  • Service companies receive requests for consultations, quotes, or appointments via the website and messages;
  • Local businesses display ads to users in a selected city or service area;
  • educational projects promote courses, webinars, and program registrations;
  • Companies bring users back to their site through retargeting after a previous visit or other interaction.

After the objectives are listed, you need to determine the metrics that will be used to evaluate the ad. High reach alone says little about commercial results if the campaign's objective is to generate leads or purchases.

Who is Instagram advertising suitable for?

Instagram is suitable for projects whose audience uses the platform and can make a decision after being exposed to an advertising offer. Such projects include online stores, clinics, salons, educational centers, local services, real estate, events, manufacturers, and companies with visually clear products.

For B2B and complex services, Instagram can also contribute to customer acquisition, but the user journey is typically longer. A user might first see an ad, then explore the website or profile, compare offers, and only then submit a request. Therefore, the channel should be evaluated in conjunction with the sales funnel, not solely by the number of direct inquiries after the initial impression.

What does Instagram advertising setup include?

Setting up Instagram ads consists of several interconnected stages. First, you need to understand who you're offering what to, then prepare the advertising infrastructure, select audiences, and create ads. After launch, you begin working with statistics, testing, and budget reallocation.

There's no universal advertising campaign structure for all projects. An online store might need product group campaigns and retargeting, while a local service might require multiple geographic audiences and different advertising offers. Therefore, setting up targeted advertising on Instagram begins with specific business data.

Business and advertising task analysis

Before launching, we examine the product, services, geography, target actions, and the current customer journey. If the ad has already been launched, we also review past campaigns, audiences used, ads, and accumulated statistics. This data helps us avoid repeating obvious mistakes and formulate hypotheses for new tests.

The landing page or Instagram profile where the user will be redirected is also checked. The page should clearly explain the offer, terms, and next steps. If an ad promises one thing, but after clicking, the user sees something else, the advertising campaign may be receiving clicks without generating enough leads.

Preparing advertising infrastructure

Before setting up, we check the Meta ad account, Instagram connection, required access rights, payment method, and availability of advertising tools for the project. The website is also checked separately if traffic will be directed to landing pages. At this stage, we address any issues that may interfere with the launch or data collection.

The structure of Meta's advertising tools changes periodically, so we don't focus on the placement of a specific button in the interface. The core objective remains the same: a business must have a working advertising account, proper access rights, connected assets, and the ability to track the required user actions.

Analytics and conversion tracking

For a website, it's necessary to determine which actions will be considered conversions and verify that these events are passed to analytics. Depending on the project, Meta Pixel, site events, Conversions API, UTM parameters, and web analytics systems are used. The toolkit is selected based on the technical infrastructure of a specific website.

If a user submits a form, places an order, or performs another targeted action, this event should be recorded whenever possible. Without proper measurement, advertising becomes a collection of clicks and views, which are difficult to link to commercial results.

Setting up target audiences

When setting up audiences, we consider geography, available demographic parameters, interests, user behavior, and the project's own data. Some campaigns use audiences of people who have already visited the website, interacted with the company, or performed intermediate actions.

Retargeting helps re-engage users who are already familiar with your offer. Similar audiences and other algorithmic user selection methods are used where sufficient initial data is available. Each segment is validated based on actual results after launch.

Preparing ads and creatives

An ad must quickly explain the offer and lead the user to the target action. This is achieved by preparing the ad copy, image or video, offer, and call to action. The same content can perform differently in Stories, Reels, and the feed, so creatives are adapted to the placement.

It's advisable to include several ad variations in a campaign to compare audience response. Differences can be in the visual content, the first frame of the video, the wording of the offer, or the CTA. After collecting statistics, weaker variations are replaced or disabled, while the better ones receive a higher impression volume.

Launching an advertising campaign

Before launch, the campaign's objective, budget, audience, placements, and ad set are determined. Links, text, images, UTM tags, and user flow are then verified. This reduces the risk of advertising budget being wasted on an ad with a technical error.

After submission, advertising materials are reviewed in the Meta system. The moderation time and outcome depend on the ad content, landing page, and the platform's advertising rules. If an ad is rejected, you should investigate the reason and make appropriate changes, rather than creating multiple identical copies.

Post-launch optimization

Initial campaign data is essential for decision-making, so advertising shouldn't be left unchecked after launch. We compare audiences, ads, placements, and target actions. If one segment is spending a significant portion of the budget without achieving results, its settings are reviewed.

Optimization may involve replacing creatives, adjusting budgets, changing campaign structure, and conducting new tests. Conclusions are drawn only after sufficient data has been accumulated. Too frequent changes immediately after launch make it difficult to assess which option is truly performing best.

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Gennadii, Lead SEO Specialist, Seo-Gen
I always recommend separating the advertising budget from the setup costs. Money for impressions is spent within the Meta system, while a specialist's work includes campaign preparation, audience management, analytics, testing, and subsequent optimization. When comparing offers, you need to consider the service's scope and the method for measuring results.
Gennadii
Lead SEO Specialist, Seo-Gen

How does targeted advertising setup on Instagram work?

Setting up targeted advertising on Instagram is a sequential process, ensuring that each step is based on the data we've prepared. We start with the business's objectives, then validate the infrastructure, and only then build advertising campaigns.

This process reduces technical errors and helps determine in advance which metrics will be used for evaluation. If you launch ads first and then try to set up analytics, some useful data from the first few days may be lost.

What we actually did

Dental clinic · Kyiv and Chernihiv

+44% clicks from search

A domain with no history on a website builder. We built the semantic core for both cities, reworked the landing pages and built the link profile from zero. Four months: 34.8k clicks, impressions 1.32 → 1.76M, DR 0 → 41.

E-commerce · international

+96% clicks in two months

A catalogue of digital 3D models. We clustered the semantics, rebuilt the hub pages and closed duplicates and indexing errors. Google users 247 → 532, CTR 2.4% → 4%.

Medical centre · Ukraine

+68.75% visibility in the first month

Narrow visibility and a small semantic core at the start. Semantics, landing page structure, metadata and internal linking, then gradual link building.

More cases

How much does Instagram advertising cost?

The cost of Instagram advertising consists of at least two components: the advertising budget and the cost of setup and management. The advertising budget is debited by the Meta advertising system for impressions and other actions according to the purchasing model. The cost of services depends on the scope of work for the project.

Setting a single price for all companies is impractical, as the conditions vary. One project advertises one service in one city, while another operates throughout Ukraine with a wide range of products and dozens of advertising materials. Therefore, the price of targeted Instagram advertising is calculated after assessing the task.

Composition of expensesWhat's included
Advertising budgetFunds spent in Meta on impressions and advertising campaigns
Setting upAccount preparation, campaign structure, audiences, ads, analytics, and launch
ManagementAnalysis of statistics, testing, adjustment of budgets, audiences, and creatives
Additional workPhoto and video production, landing page development, or separate setup of complex analytics

This breakdown helps you compare offers accurately. A low price for Instagram targeting says nothing about the scope of work, so before ordering, you should clarify what tasks are included in the service and who is responsible for post-launch analytics.

What determines the cost of advertising on Instagram?

The cost of setting up targeted advertising on Instagram depends on the number of business lines, number of audiences, geography, creative volume, and analytics complexity. If you need to advertise multiple products with different offerings, the project typically requires more campaigns and testing.

Material preparation is assessed separately. In some projects, the client provides ready-made photos, videos, and text, while in others, ads must be developed from scratch. Therefore, Instagram advertising, the cost of which is calculated for a specific project, should be compared based on the same set of services.

How much does it cost to launch targeted advertising on Instagram?

The cost of launching targeted advertising on Instagram can be determined after a brief project analysis. You'll need information about your product, geography, campaign goal, current advertising account, and the volume of materials required. After that, you can separate the setup cost from your advertising budget.

The minimum budget also shouldn't be applied equally to different niches. For a small geographic area and a simple structure, the test may be more compact than when promoting several services across large regions. The current cost of Seo-Gen's work is posted on the pricing page to prevent duplicate figures from appearing on different website pages.

Why can't advertising be rated based solely on the minimum setup cost?

The price of setting up targeting on Instagram only reflects the initial cost and doesn't describe the quality of the entire advertising system. A campaign can technically be launched quickly, but without analytics, testing, and ongoing ad management, a business receives little data to improve results.

You also need to consider the quality of your website, profile, and offer itself. A well-targeted ad won't fix the situation if the user doesn't understand the terms and conditions after clicking or can't easily submit a request. Therefore, the entire chain, from the first impression to the target action, should be evaluated.

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Why do people order Instagram ad setup from Seo-Gen?

At Seo-Gen, our advertising work begins with analyzing the task and how to measure results. We determine in advance which user action will be considered the target, verify data availability, and only then create an advertising structure.

The advertising budget is separated from the service cost, so the client understands how much is spent directly in Meta. Campaigns are structured to allow for comparison of audiences, ads, and results across different areas.

The process involves testing creatives, audience segments, and advertising offers. Changes are made based on accumulated statistics. If the ad leads to a website, the landing page and the accuracy of conversion reporting are also taken into account.

The project can also integrate advertising with other digital marketing strategies. For example, user behavior data can help identify a page's weak points, while SEO and paid traffic can target different stages of demand without competing for the same task.

Related services

Facebook Ads

Facebook advertising for business: Meta Ads setup, audiences, creatives, analytics, and optimization. Find out the cost and schedule your campaign launch with Seo-Gen.

LinkedIn Ads

LinkedIn Ads setup for B2B: strategy, targeting, launch, analytics, and campaign optimization. We help you generate targeted leads and control your advertising costs.

Meta Ads

Setting up Meta Ads for business: strategy, audiences, creatives, Pixels, analytics, launching and optimizing ads on Facebook and Instagram.

Meta Ads for ecommerce

Ecommerce Facebook Ads for online stores: product catalog, Meta Pixel and CAPI, retargeting, creatives, analytics, optimization, and sales scaling.

Meta Ads lead generation

Lead generation in Meta Ads: Meta Lead Ads setup, forms and website, lead qualification, CRM, analytics, and ways to improve lead quality on Facebook and Instagram.

Meta Ads retargeting

Facebook and Instagram retargeting in Meta Ads: how to build audiences, set up Meta Pixel, exclusions, creatives, and campaigns to re-engage users and increase conversions.

Telegram Ads

Turnkey Telegram Ads setup: audience and channel selection, competitor channel targeting, launch, optimization, and analytics of Telegram advertising campaigns.

Telegram channel ads

Advertising in thematic Telegram channels: platform selection, audience verification, posting, and results monitoring. Order your campaign from Seo-Gen.

TikTok Ads

Setting up TikTok Ads for business: strategy, Ads Manager, Pixel, audiences, In-Feed and TopView, launch, optimization, and reporting. We'll calculate promotion costs.

TikTok Spark Ads

Full-service Spark Ads setup on TikTok: we connect accounts, authorize videos, launch campaigns in TikTok Ads Manager, test creatives, and optimize ads against KPIs.

See the whole section

Answers to your questions

How much does Instagram advertising cost?

The cost of Instagram advertising depends on two main components: the Meta advertising budget and the setup or management costs. The budget is spent on ad impressions, and the specialist's work is paid separately. The final cost depends on the number of ad streams, geography, and campaign size.

A small project may require just a few audiences and ads, while an online store often requires more campaigns and tests. Therefore, it's best to calculate the exact cost after assessing the task, and check the current pricing on the Seo-Gen pricing page.

How much does it cost to launch targeted advertising on Instagram?

The cost of Instagram targeting depends on the complexity of the launch and the amount of work required. Before calculating, you need to understand whether the advertising account is ready, whether analytics are set up, whether creatives are available, and how many products or services will be promoted.

The advertising budget is determined separately. Testing requires sufficient data to compare audiences and ads, so a budget that's too small can prolong hypothesis testing and make it difficult to evaluate the results.

What does targeted advertising setup on Instagram include?

Targeted advertising setup services on Instagram typically include project analysis, advertising infrastructure audit, campaign structure preparation, audience and ad design, budget setting, and launch. When traffic goes to a website, the reporting of key conversions is also checked.

Once the campaign is launched, statistical analysis and optimization begin. The team compares results across different segments, tests creatives, adjusts budgets, and monitors the cost of target actions. The specific scope of work is agreed upon before the project begins.

Is it possible to run ads on Instagram without managing an account?

Yes, ongoing SMM management of an account is not a requirement for running ads. Users can navigate directly to a website, form, or other available advertising scenario. However, the state of an Instagram profile can still influence audience decisions.

After viewing an ad, some users go to the company profile, reviewing the posts, description, and contact information. Therefore, even without regular SMM, it's a good idea to organize your account's basic information and remove any information that might raise questions.

Where can Instagram ads appear?

Instagram ads can be placed using the platform's available placements, including the feed, Stories, and Reels. The specific placement depends on the campaign's objective, ad format, and the current capabilities of the Meta advertising system.

With automatic placements, the system can distribute impressions across several available platforms and formats. With manual selection, you can limit the range of placements, but it's best to make the decision after assessing the task and statistics, rather than solely based on personal preference.

How is targeted advertising different from advertising from bloggers?

With targeted advertising, the audience is selected through the Meta advertising system, and costs and key metrics are recorded in the advertising account. You can run multiple segments, adjust the budget, and compare the results of individual ads.

Blogger ads are placed on the creator's own page and depend on their audience, integration format, and partnership terms. Both options can be used simultaneously, but they should be evaluated based on different data and the campaign's objectives.

Can I set up Instagram ads myself?

Technically, users can create an advertising campaign and launch ads themselves. This is sometimes sufficient for simple testing, especially if they already have experience working with advertising accounts and configured analytics.

Complexity arises when choosing a goal, building audiences, tracking conversions, and interpreting statistics. Mistakes at these stages can lead to expenses without clear results, so businesses often outsource setup and management to specialists.

How do you know if targeted advertising is working?

First, you need to identify the target action that's meaningful to your business. Then, evaluate the number of such actions, their cost, and their quality. For an online store, this could be purchases, while for services, it could be requests, bookings, or phone calls.

Additionally, CTR, CPM, CPC, and other advertising metrics are used to help explain the reasons for changes. If an ad is receiving clicks but users aren't completing the desired action, it's important to check the offer, audience, website, and the accuracy of the analytics.

Ask a question

Instagram advertising gives businesses the opportunity to systematically engage with their target audience, test advertising hypotheses, and measure results using clear metrics. This requires proper setup, appropriate creatives, analytics, and regular monitoring of statistics.

To order Instagram advertising, provide Seo-Gen with information about your project, goals, and current advertising accounts. We'll assess the scope of the setup, determine the necessary steps, and prepare a cost estimate tailored to your business needs.

We reply within one business day. No newsletters, no “just a reminder” calls.

Gennadii, Lead SEO Specialist, Seo-Gen
He will look at the site himself instead of passing it to a manager.
Who will answer: Gennadii
Lead SEO Specialist, Seo-Gen

More on: Instagram advertising

Instagram Ad Formats

Instagram ads can be shown in several formats and placements. The choice depends on the product, available materials, and the desired user action. For some offers, a clear image with short text is sufficient, while for others, a video or a sequence of cards works better.

When preparing a campaign, we don't choose a format solely based on popularity. What's more important is how well it communicates the offer and aligns with audience behavior. A single project can utilize multiple ad placements and compare results after accumulating statistics.

Instagram Stories Advertising

Instagram Stories ads are displayed vertically between users' regular Stories. This format requires a quick, focused message, as users make a decision to continue viewing or click through within a short amount of time. The first few seconds of a video or the top portion of the image take on special significance.

Stories are suitable for promotions, services, products, registrations, and offers with a clear next step. Creatives are best designed specifically for vertical screens, and key information should be positioned so it's easily readable on a mobile device. After launch, Stories' results are compared with other placements.

Advertising in Reels

Reels utilizes vertical video and the familiar dynamic of short-form content. The opening frames, pacing, and clear storyline are particularly important, as the ad competes with a large number of entertaining and informational videos.

Advertising doesn't require a complex, staged video. In some niches, short product demonstrations, service process demonstrations, answers to frequently asked questions, or a clear script with a specific offer work better. The main requirement is that the material meets the objectives of the advertising campaign.

Instagram feed advertising

In-feed ads can use images, videos, and other available formats. Users see ads alongside regular posts, so the visuals should be clear even without a lengthy explanation. Text helps clarify the terms and encourage the user to take the next action.

The feed is suitable for products, services, and offers that can be easily showcased with a static image or short video. When preparing ads, we check the readability of the text, how the product or service looks, the clarity of the CTA, and their relevance to the landing page.

Carousel

A carousel allows you to display multiple cards in a single ad. This format is suitable for displaying multiple products, benefits, service stages, or offer options. Users can browse cards sequentially and move on if the first screen interests them.

Cards should be interconnected and help address a single goal. If a carousel mixes different services and messages without any logic, the user's attention will be distracted. After launch, you can monitor how the audience interacts with the format and whether it leads to the desired actions.

How to choose an advertising format?

The format is chosen after determining the campaign's objective and the available materials. If the product is easier to show in action, it's logical to test a video. When comparing several models or showing a sequence of benefits, a carousel can be useful. For a short offer, a high-quality static creative is often sufficient.

In practice, it's best to base your decision on test results. Two seemingly similar ads can have different click and conversion costs. Therefore, the format is considered as part of the advertising hypothesis, which is then tested on a real audience.

Targeted Instagram Ads with Meta Ads Manager

Targeted advertising on Instagram is set up through the Meta advertising infrastructure. In Ads Manager, you can manage campaign objectives, audiences, budgets, ads, and statistics. You can also create a campaign structure for different business objectives.

The query "Instagram advertising via Facebook" still appears in search results, as advertising tools have historically been linked to Facebook Ads. Now, for professional setup, the Meta Ads Manager ecosystem is used, which manages ad placements on Instagram and other Meta platforms.

How is Ads Manager different from boosting a post?

Instagram post promotion is suitable for relatively simple launches when a user wants to increase the reach of a specific post or generate additional engagement. Ads Manager offers more options for building campaign structures, managing audiences, goals, budgets, and ad variations.

For businesses, the difference becomes noticeable when testing multiple segments, measuring conversions, and comparing cost per result. Ads Manager lets you separate campaigns and ad groups, control spending by category, and analyze data more deeply than with simple post promotion.

Official Instagram ad

Official advertising on Instagram typically refers to placing ads through Meta advertising tools. The budget is spent within the advertising system, and ads are moderated according to the platform's rules. This approach does not involve buying followers, automated actions, or artificial activity.

Official Instagram ads allow you to see data on impressions, clicks, costs, and other available user actions. If the ad leads to a website with analytics configured, this data can be supplemented with information on leads, purchases, and other conversions.

What Instagram advertising metrics do we analyze?

Advertising statistics contain dozens of metrics, but for businesses, only the data that helps them make decisions is useful. At the highest level, we look at how much it costs to acquire a user and how well that traffic leads to the desired actions.

The set of key metrics depends on the objective. A sales campaign is evaluated differently than an ad targeting reach or video views. Therefore, CTR, CPM, and CPC are used in conjunction with conversions, cost per lead, and other bottom-of-the-funnel metrics.

CTR, CPM, and CPC

CTR shows the share of users who clicked on an ad after being shown. CPM reflects the cost per thousand impressions, while CPC helps estimate the cost per click. These metrics are useful for comparing ads and audiences within a single advertising task.

There's no universal "good CTR" for all niches. Results depend on the product, audience, creative, and campaign goal. Therefore, figures are compared with previous periods, other ads, and actual conversions.

CPA, conversions, and cost per lead

CPA helps you understand how much ad spend goes into each target action. For a service business, this action could be a request, an appointment, or a phone call, while for an online store, it could be a completed order or purchase.

Conversion quantity should be considered alongside their quality. Ten cheap inquiries without genuine interest may be worse than five inquiries from qualified leads. Therefore, it's useful to compare advertising data with sales or CRM information.

ROAS and payback

ROAS is used in projects where advertising costs can be linked to revenue generated. It's especially useful for online stores and other systems where purchases and their value are fed into analytics.

For services with long transaction cycles, advertising statistics alone may not be enough. In such projects, Meta data is supplemented by CRM and actual sales data, as some clients make decisions significantly later than their initial contact.

An example of advertising funnel logic

StageApproximate share of users
Shows100%
Transitions65%
Applications35%
Sales20%
Repeated appeals10%

The percentages in the table are provided for illustrative purposes only and are not intended to be standard values for advertising campaigns. Actual figures depend on the niche, offer, audience, budget, and landing page quality.

What is required from the client to launch?

To get started, you'll need information about your product, services, geography, and desired advertising results. You'll also need access to your advertising assets, Instagram, and analytics, if they're already set up. If you have a website, determine in advance the page to which traffic will be directed.

It's helpful to provide data on past advertising campaigns, target audiences, seasonality, and top business priorities. If there are budget constraints, it's best to identify them upfront so that the number of tests and advertising structure are aligned with the available budget.

Before launch, the client also provides existing photos, videos, and branding materials. If there are no ready-made creatives, their preparation is coordinated separately. After receiving the initial data, the scope of work can be estimated and campaign setup can begin.

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01

Obtaining business data

During the first stage, information is collected about the product, services, geography, and target audience. Restrictions, seasonality, average order value, order characteristics, and past advertising experience are also discussed. This data helps determine which offers can be tested first.

If a business already has statistics on requests and sales, they can be used when preparing a campaign. For example, you can identify areas with higher margins or check which services sell best in specific regions.

02

Check advertising accounts and analytics

After receiving the initial data, Instagram, the Meta advertising account, the required access rights, and the website are verified. If the project uses a pixel, conversion events, UTM tags, or other analytics, their correct operation is verified.

Special attention is paid to the target action. The team must understand where the request is recorded and how to link it to the advertising source. The more accurate the data collected, the easier it is to evaluate campaigns after launch.

03

Develop a campaign structure

At this stage, we determine which advertising streams need to be separated and which audiences need to be tested separately. The structure should be clear enough to allow for analysis of statistics without mixing different objectives within a single campaign.

Budgets and testing logic are also determined. If too many hypotheses with small budgets are launched simultaneously, each one receives insufficient data. Therefore, the number of tests is proportional to the available advertising budget.

04

Prepare advertisements

Texts, images, videos, and calls to action are prepared for selected audiences. The advertising creative should quickly explain what is being offered to the user and why they should visit the website or open a form.

Before publication, links, wording, and presentation of materials are checked. Appropriate proportions and composition are used for different placements. If necessary, multiple versions of the same offer are created for subsequent comparison.

05

Launch advertising

After the final review, campaigns are sent for moderation and then begin receiving impressions. At the start, we monitor costs, whether clicks land correctly, and early technical metrics to quickly identify any obvious issues.

Don't evaluate a campaign based on the first few clicks. A meaningful decision requires statistics that align with the project's budget and objectives. Therefore, the initial stage focuses on collecting data and testing the functionality of the entire chain.

06

Analyze and optimize

After accumulating data, audiences, creatives, campaigns, and the cost of targeted actions are compared. Ads that consistently perform poorly can be disabled or replaced. Budget is gradually shifted to areas with more stable statistics.

In parallel, new hypotheses are developed: the offer is modified, new creatives are created, or other audience segments are tested. Optimization continues throughout the campaign, as audience behavior and the effectiveness of advertising materials change over time.