shares for promotional notes and commercial notes,
respectively.
By comparing video notes and graphic notes, six
key indicators were estimated: reading volume,
interaction volume, likes, favorites, comments, and
shares. Among them, the most significant
representative data for advertising analysis were
estimated reading volume and interaction volume. In
terms of estimated reading volume, the average value
of video notes (11040.87) is significantly higher than
that of graphic notes (3067.62). In terms of
interaction, the average interaction popularity of
video notes (786.91) is also significantly higher than
that of graphic notes (165.48). It can be concluded
that the average values of video notes in various
indicators are higher than those of graphic notes,
indicating that video notes are indeed superior to
graphic notes in terms of promotion effectiveness.
The proportion of video notes in commercial notes
and promotional notes is relatively large, and various
interactive data are more prominent, indicating that it
has significant advantages in attracting user attention,
disseminating information, and triggering user
interaction. It can effectively expand the scope and
influence of advertising dissemination, thereby
bringing better promotion effects to products.
2.2.2 User Profiling and Sentiment Analysis
of Comments
This study will focus on the characteristics of the
Rednote social e-commerce platform and use
emotional descriptive statistical analysis methods to
deeply explore key information such as core
viewpoints, emotional tendencies, and demand
preferences expressed by users in their comments. In
this way, the actual effects of advertising placement
behavior at the user level will be systematically
analyzed, providing a direct user feedback basis for
advertising effectiveness evaluation (Chen, 2023).
Regarding the user group for reading pet-themed
notes, this study will outline the user profile of pet
product advertisements. It can be seen that within one
year (from December 29, 2023 to December 9, 2024),
the majority of users are women, and the age group
reading such notes is young people aged 25-34. The
reading users of Rednote Pet Supplies Notes are
mainly female, accounting for 88.28%, and the age
group is mainly concentrated in the youth group aged
25-34. This user profile feature provides an important
basis for the precise placement of pet product
advertisements. Brands and marketing practitioners
can develop advertising strategies that are more in
line with the interests, needs, and consumption habits
of this target group, improving the targeting and
attractiveness of advertisements.
This study collected highly liked notes and
comments, extracted keywords, and conducted
sentiment analysis. According to the analysis results,
77% of the words in the comments are neutral
emotions, 20% are positive emotions, and only 3%
are negative emotions. Therefore, it can be concluded
that comments in notes about pets have relatively
neutral emotions, which means that users have a
higher acceptance of pet product advertisements, less
negative emotions, and little hindrance to advertising
effectiveness. Therefore, maintaining a positive,
objective, and emotionally resonant style in
advertising content creation can help maintain a
positive attitude among users and further enhance
advertising effectiveness.
2.2.3 Analysis of the Correlation Between
Keywords and Hot Words
Given the significant differences in the characteristics
of different consumer groups and marketing priorities,
these differences will directly influence the brand's
advertising decisions on social media platforms.
Therefore, this study further introduces composite
indicators such as grass planting rate, promotion rate,
advertising placement rate, and commercial note
proportion of pet category notes on the Rednote
platform, to explore the specific impact mechanism of
different product types on advertising effectiveness,
and provide solid data support for the formulation of
precision marketing strategies in the future.
This study selected hot word searches and related
topic searches for pet supplies within 30 days
(November 9th, 2024 December 9th, 2024), extracted
keywords, and used the browsing volumes and
popularity value in topic searches as dependent
variables. Factors that may affect browsing volumes,
such as the number of participants, the number of
associated notes, and note increment, as well as
factors that may affect popularity value, such as the
number of associated interactions and the number of
associated notes, were used as independent variables
to conduct correlation tests on these data. From the
analysis results, it can be seen that there is a
correlation between related hot word searches and
topic searches with indicators for measuring
advertising effectiveness.
From the detailed results of the correlation
analysis in Table 1, it can be seen that all variables
show a significant positive correlation, and the
correlation between the number of topic participants
and page views is particularly prominent. This degree