The American Journal of Engineering and Technology
127
https://www.theamericanjournals.com/index.php/tajet
TYPE
Original Research
PAGE NO.
127-132
10.37547/tajet/Volume07Issue03-12
OPEN ACCESS
SUBMITED
26 January 2025
ACCEPTED
17 February 2024
PUBLISHED
12 March 2025
VOLUME
Vol.07 Issue03 2025
CITATION
Mohammad Abbasi. (2025). Fundamentals of Targeted Advertising in
Social Media Based on Product and Service Types, Geographical Location,
And Cultural Specifics. The American Journal of Engineering and
Technology, 127
–
132. https://doi.org/10.37547/tajet/Volume07Issue03-
12
COPYRIGHT
© 2025 Original content from this work may be used under the terms
of the creative commons attributes 4.0 License.
Fundamentals of Targeted
Advertising in Social Media
Based on Product and
Service Types,
Geographical Location,
And Cultural Specifics
Mohammad Abbasi
Digital Marketing director Alpha 77 CORP Lake Forest, USA
Abstract:
This study explores the fundamentals of
creating targeted advertising campaigns in social media,
considering product types, geographical distinctions,
and cultural characteristics. The relevance of the topic is
driven by the expanding influence of digital platforms,
where advertisers require an in-depth understanding of
local specifics and consumer expectations. The novelty
of this research lies in its systematic examination of the
interconnection between product parameters, regional
specifics, and cultural preferences.
The study analyzes the mechanisms for configuring
advertising campaigns, proposing a methodology for
audience segmentation based on interests, approaches
to selecting advertisement formats, and planning ad
placements depending on social media usage intensity.
Particular attention is given to localization issues, the
proper consideration of linguistic, religious, and ethical
norms, as well as visual solutions that enhance brand
trust. The research aims to develop well-founded
recommendations that optimize advertising budgets
and increase target audience engagement.
To achieve this objective, comparative and analytical
approaches were employed, along with an examination
of relevant academic publications and statistical data.
The study compares information from works by M.
Bonomo, A. La Placa, S.E. Rombo, R. Hochreiter, C.
Waldhauser, H. Kefi, S. Indra, and T. Abdessalem, as well
as research from various authors addressing different
aspects of digital advertising. The conclusions highlight
the dependence of advertising effectiveness on the
strategic combination of local tools and global trends.
This publication will be beneficial for marketing
The American Journal of Engineering and Technology
128
https://www.theamericanjournals.com/index.php/tajet
The American Journal of Engineering and Technology
professionals,
entrepreneurs,
students,
and
researchers seeking to enhance their skills in
promoting products and services across diverse
markets.
Keywords:
targeted advertising, segmentation,
localization, social media, promotion.
Introduction:
The expansion of online communications
creates an environment for intensive interaction with
target audiences, prompting marketers to employ
precise algorithms based on geolocation, user
interests, and behavioral patterns. The relevance of
this topic persists due to the rapid growth of digital
platforms, the emergence of new advertising formats,
and the increasing complexity of consumer demands.
This study incorporates ideas formulated by M.
Bonomo, A. La Placa, S.E. Rombo [1], R. Hochreiter, C.
Waldhauser [2], H. Kefi, S. Indra, and T. Abdessalem
[3], who examined targeted algorithms, methods for
identifying potential audiences, and the analysis of
multicultural factors reflecting the dynamics of
advertising messages within online communities. The
gathered insights have been utilized to detail
geographical, behavioral, and linguistic approaches to
promotion.
The research conducted by S.S. Gadzhiev [4] focuses on
digital technologies and tools for enhancing
advertising campaign efficiency. E.L. Butorina [5]
described
the
mechanism
for
developing
advertisements for local services, while O.M. Kulikova
and S.D. Suvorova [6] examined the strengths and
weaknesses of targeted formats. G.A. Morozova and
M.R. Izhmukova [7] analyzed the development of the
internet advertising market, including social media.
M.G. Napalkova and A.E. Shchelkunova [8] identified
potential methods for promoting organizations
through SMM strategies. N.E. Popova and A.R. Karpova
[9] focused on working with cultural institutions, D.V.
Fedyunin [10] addressed the specifics of forming diverse
strategies, and S.A. Fink [11] highlighted the features of
promotion on Instagram.
The objective of this study is to develop an approach for
planning advertising campaigns in social media,
considering product type, regional conditions, and
cultural specifics. The following tasks are addressed
within the research framework:
●
Analyzing the correlation between product (or
service) characteristics and optimal types of advertising
formats
●
Identifying
mechanisms
for
configuring
campaigns based on geographical factors
●
Describing methods for adapting content to
cultural norms across various regions
The novelty of this study lies in the intersection of
multiple thematic areas: the influence of local specifics,
product characteristics, and advertising tools. The
proposed approach is expected to supplement existing
methodologies and expand targeting capabilities by
integrating internal product attributes, infrastructural
parameters, and cultural nuances.
A comparative and systematic approach, analysis of
collected materials, and structuring of statistical data
were applied in this research. The literature review
enabled the synthesis of findings from various authors
to develop a more comprehensive model for planning
advertising in social media.
RESULTS
Methods for promoting products and services often
depend on the nature of the offering, characteristics of
the target audience, and the specifics of the chosen
platform. The following structure outlines the
fundamental steps in creating advertisements for
various product categories and services (see Table 1).
The American Journal of Engineering and Technology
129
https://www.theamericanjournals.com/index.php/tajet
The American Journal of Engineering and Technology
Table 1. Methodology for Creating Advertisements for Different Product Categories and Services (Source:
compiled by the author based on independent research)
Parameter
Recommendation
Expected Outcome
Product or
Service Type
Highlight features and benefits,
emphasize price advantages
Increased conversion rates and
positive response from new
customers
Ad Format
Use short video clips, carousels, or
static images with clear calls to action
[1]
Higher engagement and increased
landing page visits
Interest-Based
Segmentation
Detail audience preferences: sports,
cultural, professional
Improved click-through rates due to
relevant creatives
Ad Frequency
Apply an optimal rotation cycle,
avoiding excessive ad load
Sustained audience loyalty and
prevention of ad fatigue
The selection of table elements considered the
preferences of different user groups and data on the
competitive environment. A structured presentation of
information allows for the development of more
precise advertising messages while maintaining the
attention of potential customers.
Additionally, location-based data determine the optimal
platform and ad format choices. The following structure
provides guidelines for resource allocation in
advertising campaigns across different regions (see
Table 2).
Table 2. Configuration of Advertising Campaigns Considering Regional Characteristics (Source: compiled by
the author based on independent research)
Criterion
Configuration Approach
Expected Effect
Level of
Digitalization
in the Region
For advanced audiences, use interactive
formats and multi-platform solutions [6]
Increased conversion due to
greater reach among highly
mobile groups
Socio-
Economic
Characteristics
Consider income levels, presence of local
industries, or tourist traffic
Enhanced appeal of offers and
reduced expenses on irrelevant
impressions
Large or Small
Settlements
Emphasize competitive advantages in
metropolitan areas; focus on local identity
in smaller cities
Increased loyalty and
engagement through
personalized content
Climatic
Conditions
Display images and texts reflecting
weather conditions and seasonality [10]
Improved brand perception and
stronger positive responses to
ads
This
analysis
demonstrates
how
regional
characteristics influence advertising strategy, ensuring
a tailored approach to audience engagement and
optimizing resource allocation in digital marketing
campaigns.
An in-depth analysis of geographical factors provides
The American Journal of Engineering and Technology
130
https://www.theamericanjournals.com/index.php/tajet
The American Journal of Engineering and Technology
advertisers with a more accurate understanding of
optimal positioning, facilitating the efficient allocation
of budgets. At the same time, cultural traditions and
the national character of consumers influence
expectations regarding the visual and semantic
components of advertising. The approach presented
below aids in adapting content in accordance with the
norms and mentality of different communities (see
Table 3).
Table 3. Adaptation of Advertising Content According to Cultural Norms (Source: compiled by the author
based on independent research)
Characteristic
Implementation Mechanism
Potential Outcome
Linguistic
Factor
Translation or localization of slogans, use of
popular local expressions [9]
Enhanced emotional
response and reduced
misinterpretation of the text
Religious and
Ethical Norms
Removal of controversial symbols, ensuring
compliance with the moral standards of the
community
Prevention of negative
reactions and reputational
risks
Visual Style
Incorporation of elements reflecting local
culture and familiar color schemes [2]
Increased trust and a
stronger sense of
connection among users
Level of
Formality
Reserved tones are preferable in business
environments, while informal language is more
effective for younger segments
Faster purchasing decisions
and higher loyalty levels
The applied methods take into account the complexity
of cultural environments and the specificity of local
traditions. A nuanced understanding of familiar
imagery enhances loyalty, as consumers perceive
consideration for their values and interests. When
addressing
diverse
cultural
and
regional
characteristics, consulting local experts is particularly
significant for fine-tuning advertising messages. This
approach helps capture subtle linguistic and traditional
nuances, strengthening audience engagement.
DISCUSSION
The results provide a systematic approach to
developing advertising campaigns based on the type of
promoted products and services, the geographical
location of the target audience, and cultural
characteristics of different regions. The key findings for
each analyzed aspect are presented below.
1. The influence of product and service type on
targeting strategies
For
frequently
purchased
consumer
goods,
maintaining a high ad frequency and sufficient
exposure is critical. The analysis indicates that utilizing
look-alike audiences and detailed interest-based
targeting in social media accelerates brand recognition
and drives impulse purchases. Advertisements featuring
vibrant images or short videos demonstrating the
product in real-life usage yield the highest conversion
rates [4]. Mentioning discounts and promotions further
enhances ad appeal.
Segmenting the target audience by narrower interests,
such as technological innovations, interior design, or
automotive enthusiasts, alongside demographic factors
like age, income, and family status, produces better
results. Purchasing decisions for such products require
more information and deliberation [7]. Potential buyers
seek
detailed
descriptions,
specifications,
and
comparisons with alternatives. Using in-depth reviews,
infographics, free trials, and product demonstrations
increases brand trust and positively influences
purchasing decisions.
When promoting services, personal branding plays a
significant role for expertise-based offerings, while
corporate reputation is crucial for complex services such
as tourism and healthcare. Social media fosters trust
through reviews, case studies, and real customer
experiences. For locally provided services, including
The American Journal of Engineering and Technology
131
https://www.theamericanjournals.com/index.php/tajet
The American Journal of Engineering and Technology
beauty salons, restaurants, and medical clinics, precise
geotargeting and additional details on accessibility,
operating hours, and local discounts improve
engagement. The more complex the service, the
greater the need for clear explanations of its benefits
and features. As a result, long-form posts, video
reviews, live Q&A sessions, and interactive
presentations are particularly effective [5].
2. Geographical factors
Effective localization is critical when entering
international markets. The analysis indicates that
advertisements translated by professional native
speakers and adapted to the local context generate
higher user loyalty and increased click-through rates
[3].
Ad placement during peak social media activity hours,
typically in the morning and evening based on local
time, significantly improves campaign performance.
For international campaigns, flexible scheduling
adjustments considering different time zones are
essential.
From a local targeting perspective, precise ad radius
settings yield high conversion rates for offline
businesses such as retail stores, cafes, restaurants, and
medical centers. Users exposed to ads for
establishments in close proximity are more likely to
visit [8]. Within a single country, cultural preferences,
income levels, and consumer behavior can vary widely.
Leveraging specialized tools, such as interest-based
targeting linked to regional holidays, sports events, or
cultural festivities, enhances ad relevance and
effectiveness [11].
3. Cultural considerations
In regions with strong religious traditions or
conservative norms, it is essential to respect
restrictions on specific visual representations and
themes. Violating local moral and ethical standards can
lead to negative reactions and diminished brand trust.
The choice of symbols and color schemes significantly
impacts product perception. For instance, in some
cultures, red signifies aggression, whereas in others, it
symbolizes happiness and prosperity [3]. Properly
adapting visual elements enhances the effectiveness of
advertising campaigns.
In Western countries, direct and concise messaging is
often valued, whereas in collectivist cultures, such as
those in certain parts of Asia, an emotionally warm and
inclusive tone emphasizing harmony and unity is more
effective.
Selecting experts aligned with the target audience’s
mentality increases trust in the advertised product or
service. Case studies indicate that in societies where
community and tradition play a central role, such as in
the Middle East or Latin America, the opinions of local
influencers and public figures can be decisive in
consumer choices [2].
CONCLUSION
The analysis results highlight the importance of a
targeting approach in social media that goes beyond
basic demographic data and incorporates in-depth
cultural, behavioral, and geographical characteristics of
the target audience. Each product and service type
requires a tailored strategy that considers the specifics
of the offering, the decision-making timeline, and the
level of customer engagement. Geographical factors
necessitate
consideration
of
local
conditions,
infrastructure capabilities, linguistic nuances, and time
zones, while cultural aspects determine communication
rules, content style, and acceptable themes within a
given region.
The increasing accessibility and efficiency of modern
technological solutions, including big data, artificial
intelligence, and automated planning and optimization
tools, enable advertisers to rapidly collect and analyze
relevant data, identify the most effective channels, and
select optimal promotion formats. However, creativity
and the ability to deeply understand audience
expectations and values across different regions remain
key factors in successful advertising campaigns.
Considering these factors, it can be concluded that the
construction of targeted advertising in social media is
the result of a comprehensive integration of product
knowledge, regional specifics, and cultural context,
where each component complements the others. This
approach to campaign planning and management
enhances the effectiveness of marketing investments
and strengthens a b
rand’s competitive position both in
local and international markets.
REFERENCES
Bonomo, M., La Placa, A., & Rombo, S. E. (2020).
Identifying the $ k $ best targets for an advertisement
campaign via online social networks. arXiv preprint
arXiv:2008.02108.
Hochreiter, R., & Waldhauser, C. (2014). Data mining
cultural aspects of social media marketing. In Industrial
Conference on Data Mining. Cham: Springer
International Publishing.
Kefi, H., Indra, S., & Abdessalem, T. (2017). Social media
The American Journal of Engineering and Technology
132
https://www.theamericanjournals.com/index.php/tajet
The American Journal of Engineering and Technology
marketing analytics: A multicultural approach applied
to the beauty & cosmetic sector. arXiv preprint
arXiv:1702.01676.
Gadzhiev, S.S. The role and prospects of digital
advertising for the development of the national
economy
//
ELS.
2022.
No.
5.
URL:
https://cyberleninka.ru/article/n/rol-i-perspektivy-
tsifrovoy-reklamy-dlya-razvitiya-natsionalnoy-
ekonomiki (date accessed: 15.02.2025).
Butorina, E. L. (2021). The mechanism for creating
targeted advertising on the example of promoting the
barbershop "men's Barbershop". In Youth of the XXI
century: a step into the future: Proceedings of the XXII
regional scientific and practical conference (pp. 450
–
451).
Blagoveshchensk:
Blagoveshchensk
State
Pedagogical University.
Kulikova, O. M., Suvorova, S. D. Targeted advertising as
a tool for building communications with the target
audience // Economy and business: theory and
practice.
2020.
No.
3-2.
URL:
https://cyberleninka.ru/article/n/targetirovannaya-
reklama-kak-instrument-postroeniya-kommunikatsiy-
s-tselevoy-auditoriey (date of access: 15.02.2025).
Morozova, G. A., & Izhmukova, M. R. (2021).
Theoretical foundations and features of the modern
Internet
advertising
market.
In
Economy,
management,
law
in
modern
conditions:
Interuniversity collection of scientific papers (pp. 77
–
92). Samara: OOO "Scientific and Technical Center".
Napalkova, M. G., & Shchelkunova, A. E. (2018). SMM
method as a way to promote an organization. Services:
innovation and quality, (35), 18
–
26.
Popova, N. E., & Karpova, A. R. (2020). The Role of
Social Networks in Promoting the Services of Cultural
Organizations. International Journal of Economics and
Education, 6(2), 49
–
63.
Fedyunin, D. V. (2019). Features of Developing a
Strategy for Promoting a Company on the Internet,
Including Social Networks and the Blogosphere.
Marketing
MBA.
Marketing
Management
of
Enterprise, 10(4), 432
–
448.
Fink, S. A. (2020). Features of Internet Promotion on
the Instagram Platform. Media Environment, (17),
100
–
104. https://doi.org/10.24411/2070-0717-2020-
10122
