Sample Audience Marketing Analysis
The following analysis looks at which readers are most likely to engage in Sample. We'll outline the demographics of the likely readers as well as which qualities of stories matter most to this target audience.
Defining the target audience
You have identified the following prominent attributes of Sample as:
- Sample's science fiction genre, with some contemporary elements;
- The story's profound and intriguing tones, with somewhat grim and foreboding elements;
- The focus on the topics of cosmos, conceptual thinking, and social issues, as well as some inclusion of identity and discovery topics;
- The main character's profound and passionate personality, with some creative and intriguing traits;
- The inclusion of a complex plot and somewhat complex characters;
- The main adult (35-49) character, with supporting young adult (20-34) characters;
- The main man character with supporting women characters;
- Its inclusion of war, death, and politics, as well as some alpha males, physical violence, sexual violence, and racism;
- Its near future time period;
- Its alternate reality setting.
Sample's target audience is defined as those living in Australia, Canada, New Zealand, United Kingdom, and United States who are interested in the highest number of the above prominent attributes for the books they want to read. We'll refer to this group as the Sample audience.
Executive summary
This executive summary gives a concise overview of the insights presented in this audience report. It indicates the target audiences who express a preference for books like Sample and what matters most to them.
As a reminder, the audience data included in this report is from readers from Australia, Canada, New Zealand, United Kingdom, and United States.
Key audiences
The Sample target audience is the group most interested in books with qualities like this one. Key audiences are segments of the target audience.
When identifying key audiences for Sample, these groups stand out:
Audience A
Men, aged 35-64, interested in conceptual thinking (34.8%)
Audience B
Men, aged 35-64, interested in the adventure genre (34.0%)
Audience C
Men, aged 35-64, interested in fantasy (29.2%)
Audience D
Men, aged 35-64, interested in social issues (29.2%)
Audience E
Women and men, aged 50-64, interested in conceptual thinking (27.0%)
Audience F
Men, aged 20-49, interested in conceptual thinking (26.2%)
Audience G
Men, aged 35-64, interested in discovery (26.1%)
Audience H
Men, aged 35-64, interested in identity (20.5%)
Key hooks
Here, we note which qualities of the book are most likely to resonate with readers of Sample. This helps identify which attributes of the story, when emphasised, could appeal to and connect with the largest audience.
Some key hooks below might not be present in the book, but stand out as being most important to interested readers in the order listed. This is helpful for identifying correlated interests:
You can read the full analysis behind these key hooks in the report below. You can also find the definitions for all of the elements listed in the glossary to the left in the menu.
Audience insights
The analysis below indicates the proportion of the target audience in each of the following demographic categories with preferences that match Sample. Again, the target audience is defined as those who are interested in the highest number of the identified prominent attributes of the book, Sample.
We'll compare the target audience to the general audience. The general audience represents the preferences or traits of all audiences living in the countries being reported on.
The higher the proportion of the target audience, the more likely that group is to be the primary audience for this kind of book.
Interest by country
Let’s examine how audiences from the territories below show varying levels of interest in a book like Sample. The general audience is the proportion of all people distributed between the countries shown. The target audience is the proportion of readers with preferences similar to Sample distributed between all of the countries shown.
- The United States target audience demonstrates the highest proportional interest, accounting for 78.2% of the total, which exceeds the general audience by 7.2 percentage points.
- The United Kingdom makes up 10.6% of the target audience, which is 3.4 percentage points lower than their share of the general audience.
- Readers from Canada represent 5.5% of the target audience, falling 2.5 percentage points below the general audience average.
- The Australia target audience accounts for 4.7% of the total, which is 1.3 percentage points lower than the general audience share.
- The New Zealand target audience demonstrates the exact same proportional interest as their general audience share, remaining steady at 1.0%.
Overall, the data suggests that a book like Sample is likely to attract a predominantly American audience, as the United States is the only country where the target audience exceeds the general audience. While there is still notable interest from readers with preferences similar to Sample in the United Kingdom, Canada, and Australia, these regions appear slightly under-represented compared to their general population shares.
Age
The data suggests that readers with preferences similar to Sample are likely to be adults, with a particularly strong appeal among middle-aged demographics.
- Readers aged 35-49 represent the largest segment of the target audience at 26.2%. This exceeds the general audience by 6.2 percentage points, compared to the general audience baseline of 20.0%.
- The 20-34 age group makes up 18.3% of the target audience, which is 2.7 percentage points lower than the general audience (21.0%).
- Those aged 50-64 show a target audience share of 18.0%, closely aligning with demographic norms by sitting just 0.7 points below the general audience average of 18.7%.
- The youngest demographic, aged 13-19, accounts for only 6.3% of the target audience, which is 2.8 percentage points lower than the general audience (9.1%).
Overall, the data indicates that the highest preference for books like Sample sits with the 35-49 age group. This trend is likely to reflect the book's specific attributes, as the main characters are also categorized as adults (35-49). Furthermore, the inclusion of a complex plot, a profound tone, and mature topics such as politics, death, and social issues is likely to resonate most strongly with this older demographic rather than younger readers.
Gender
Next, we will examine how the target audience demographics for Sample compare to the general audience in terms of gender.
- The data suggests that men are likely to form the largest segment of readers with preferences similar to Sample. At 69.1%, this group exceeds the general audience by 24.6 percentage points. This strong interest is likely influenced by the book's science fiction genre, complex plot, and focus on topics like the cosmos and war.
- Conversely, women represent 24.3% of the target audience. This indicates a lower relative interest, falling 23.1 percentage points below the general audience average of 46.9%.
- Readers who identify as non-binary or gender-diverse make up 3.3% of the target audience. This closely mirrors baseline demographics, sitting just 0.2 percentage points lower than the general audience average of 3.5%.
Overall, the data indicates that readers with preferences similar to Sample are predominantly men. The strong alignment with this demographic suggests that marketing efforts highlighting the book's alternate reality setting, profound tone, and exploration of complex social issues and politics are likely to resonate well with this primary audience.
Transgender identity
Now, let's examine how the target audience for Sample compares to the general audience regarding transgender identity, keeping in mind that respondents had the option to select prefer not to say.
- The data suggests that readers with preferences similar to Sample are more likely to identify as transgender than the general audience. The transgender target audience makes up 3.0% of the total, which exceeds the general audience average of 1.8% by 1.2 percentage points.
- In contrast, the cisgender target audience accounts for 93.8%, which is 0.7 percentage points lower than the general audience average of 94.5%.
This is likely to indicate that transgender individuals have a slightly higher affinity for books with attributes similar to Sample compared to the general audience. The book's exploration of topics like identity and social issues, combined with a science fiction and alternate reality setting, may particularly resonate with this demographic.
Sexual orientation
The data suggests several interesting trends regarding the sexual orientation of readers with preferences similar to Sample.
- The straight demographic represents the largest segment, making up 76.0% of the target audience. This exceeds the general audience average of 73.0% by 3.0 percentage points.
- The bisexual/pansexual group forms the second-largest specific orientation at 8.8% of the target audience, though this is likely to indicate a slight under-representation, as it is 1.1 percentage points lower than the general audience average of 9.9%.
- The data indicates a notable over-representation among the gay demographic. This group accounts for 7.0% of the target audience, which is 2.4 percentage points higher than the general audience baseline of 4.6%.
- Similarly, the asexual demographic shows a slight increase in interest, representing 4.2% of the target audience, sitting 1.2 percentage points above the general audience average of 3.0%.
- The queer and lesbian demographics make up 2.8% and 2.1% of the target audience respectively, both aligning very closely with the general audience averages.
Overall, the data is likely to indicate that while the majority of readers with preferences similar to Sample identify as straight, the book's attributes also hold a distinct appeal for specific LGBTQIA+ demographics, most notably those identifying as gay and asexual.
Ethnicity, culture and race
Below is an analysis of the ethnic demographics for readers with preferences similar to Sample. The data suggests how this target audience compares to the general audience across various ethnic identities.
- Readers identifying as white or European are likely to make up the largest portion of the target audience at 51.5%. However, this is 8.1 percentage points lower than the general audience average of 59.6%.
- The data indicates that readers identifying as black, african, or afro-caribbean represent 13.0% of the target audience. This group exceeds the general audience by 2.2 percentage points, making it the only demographic likely to show a higher proportional interest than the general audience baseline (10.8%).
- Those identifying as hispanic or latino/latinx account for 10.1% of the target audience, which is 2.8 percentage points below the general audience average of 12.9%.
- Similarly, the asian demographic represents 5.9% of the target audience, falling 2.8 percentage points lower than the general audience average of 8.7%.
- Readers identifying as indigenous (0.2%) and pacific peoples (0.3%) are likely to align exactly with the general audience proportions, showing no variance.
- Individuals identifying as other make up 5.4% of the target audience, which is 2.2 percentage points lower than the general audience average of 7.6%.
Overall, the data suggests that while readers identifying as white or European form the majority of the audience for books with attributes similar to Sample, the target audience is likely to be quite diverse. Notably, readers identifying as black, african, or afro-caribbean show a particularly strong alignment with the book's themes, exceeding general audience expectations.
Religious and spiritual identity
The data below explores the religious and spiritual identities of readers with preferences similar to Sample. This information suggests how the target audience aligns with or diverges from the general audience regarding faith and spirituality.
- The data suggests that the largest segment of the target audience identifies as spiritual, but not religious at 32.4%. This group exceeds the general audience by 9.1 percentage points, indicating a likely strong appeal among spiritual readers.
- The next largest groups are those who identify as religious (22.26%) and not spiritual or religious (21.8%). Both of these segments appear to be underrepresented compared to the general audience, falling 2.24 and 5.6 percentage points lower than the general audience, respectively.
- Finally, those who identify as culturally religious, but not practicing are likely to make up 9.8% of the target audience for Sample, which is 2.9 percentage points below the general audience average.
- Of those who identify as religious or culturally religious, the data suggests that readers with preferences similar to Sample who identify as Christian make up the largest group (23.4%). However, this representation is 7.0 percentage points lower than the general audience.
- Readers who identify as Other (4.0%) and Muslim (0.5%) are the only groups that show a higher representation in the target audience than in the general audience. Specifically, the Other category exceeds the general audience by 1.4 percentage points.
The data indicates that while most traditional religious affiliations fall below the general audience average, there is a notable interest from readers who select the Other category. This is likely to indicate that readers with preferences similar to Sample may hold alternative, highly individualized, or non-traditional spiritual beliefs.
This demographic trend aligns well with the core attributes of the book. Because Sample explores science fiction, the cosmos, alternate reality settings, and conceptual thinking, the data suggests it naturally appeals to an audience that is open to exploring profound ideas, identity, and complex themes outside of conventional frameworks.
Disability or impairment
The data suggests interesting trends regarding how readers with preferences similar to Sample are likely to identify concerning disability or impairment.
- Readers who indicate they don't have disability or impairment make up approximately 66% of the target audience, which is about 5.5 percentage points lower than the general audience average of 71%.
- Those who indicate they have disability or impairment represent roughly 17% of the target audience, falling 3 percentage points below the general audience average of 20%.
Overall, the data indicates that both groups are slightly underrepresented in the target audience compared to the general audience. This is likely to indicate that a larger portion of readers with preferences similar to Sample may prefer not to disclose this demographic information, and that disability or impairment status does not appear to be a strong defining factor for this specific audience profile.
Creative insights
The analysis below indicates the proportion of readers in each of the following creative categories that have a preference for the qualities of Sample.
Genres
In this section, you will see the most and least appealing genres to the target audience, alongside the genres present in the book. This helps compare how important a particular genre is to readers with preferences similar to Sample.
- The data suggests that adventure is the most appealing genre overall for this group, with 75% of the target audience expressing interest compared to 52% of the general audience. Mystery is also highly popular, appealing to 68% of the target audience, which is 20 percentage points higher than the general audience.
- Science fiction, the primary genre of Sample, is likely to be a major drawcard. It appeals to 53% of the target audience, which exceeds the general audience by 26 percentage points—exactly double the general audience average of 26%.
- Contemporary, a genre that somewhat applies to the book, appeals to 24% of the target audience, sitting 8 points above the general audience average.
- Readers with preferences similar to Sample also show a strong inclination toward historical fiction (47%) and literary fiction (42%), exceeding the general audience by 18 and 16 percentage points respectively.
- Conversely, romance appears to be notably less appealing to this group. Only 23% of the target audience favors it, which is 9 percentage points lower than the general audience average of 32%.
Given that science fiction, adventure, and mystery are significantly more popular among readers with preferences similar to Sample than among the general audience, these genres are likely the most important to them. The exceptional over-representation of science fiction fans in this group aligns perfectly with the book's focus on the cosmos and near-future settings, suggesting that marketing efforts highlighting these speculative, high-concept elements are likely to resonate strongly with this target audience.
Tones
Now, let's look at how important various story tones are for readers with preferences similar to Sample.
- The data suggests that intriguing (99%) and profound (84%) tones are the most appealing to this target audience, which aligns well with the primary tones of Sample. Notably, preference for a profound tone exceeds the general audience by nearly 37 percentage points, indicating this is likely a major draw for these readers.
- The book also somewhat expresses foreboding and grim tones. These tones show significant interest from the target audience, with foreboding at 59% (19 percentage points higher than the general audience) and grim at 59% (13 points above the general audience average).
- Additionally, a creative tone is likely to be highly engaging for this group, capturing 77% of the target audience. This exceeds the general audience by 20 percentage points.
Overall, the data indicates that readers with preferences similar to Sample are likely to gravitate toward books that offer deep, thought-provoking, and highly engaging narratives, while remaining open to darker, more ominous thematic elements.
Topics
In the chart below, we've shown the most important and least important topics to this target audience, as well as other topics of interest to them.
- The data suggests that readers with preferences similar to Sample show an incredibly high interest in conceptual thinking as a topic at 75.2%, which exceeds the general audience by 39.6 percentage points. This strongly aligns with the book's core attributes.
- This audience is also highly interested in fantasy at 72.7%, which is 11.1 percentage points higher than the general audience (61.6%).
- Social issues, another topic that the book actively explores, is likely a significant draw for this audience at 69.3%. This exceeds the general audience by 24.1 percentage points, suggesting that readers drawn to this topic are a key demographic.
- Other topics present in the book, such as discovery (54.9%), identity (49.2%), and cosmos (47.1%), also show strong engagement. Interest in cosmos, for example, sits 21.8 points above the general audience average.
- Conversely, the data indicates that relationships and love is of slightly less interest to this target audience at 43.7%, which is 0.8 percentage points lower than the general audience.
Overall, Sample primarily explores topics like conceptual thinking, social issues, and the cosmos, and the data indicates that these topics correspond closely to the target audience's interests. What is most intriguing is that conceptual thinking is of exceptionally high interest to readers with preferences similar to Sample—nearly 40 points above the general audience average. Highlighting this topic, along with social issues and discovery, is likely to have significant allure for these readers during marketing and promotional campaigns.
Avoidance topics
Below, we outline the topics that the target audience is likely avoiding the most and the least. This helps us understand how avoidant readers with preferences similar to Sample are of certain themes.
- The data suggests that readers with preferences similar to Sample are particularly avoidant of harm to children in their reading, at 26.4%, which exceeds the general audience by 7.2 percentage points.
- This audience is also likely to avoid sexual violence (19.5%) and alpha males (12.1%). These figures are 3.7 and 3.3 percentage points higher than the general audience, respectively.
- Interestingly, this group appears significantly less avoidant of discrimination-related topics than the general audience. Avoidance of homophobia is at 7.0% (7.8 points below the general audience average), religious discrimination is at 7.2% (7.5 percentage points lower), and racism is at 6.2% (6.6 points below the general audience average).
- The target audience is least avoidant of war (1.4%), romance (2.6%), death (3.2%), and politics (4.3%). Notably, their avoidance of war and politics falls 5.0 and 5.9 percentage points below the general audience average, respectively.
Overall, the data is likely to indicate that readers with preferences similar to Sample do not shy away from challenging, profound, or politically charged subject matter. While they show a distinct preference for avoiding harm to vulnerable individuals, their overall tolerance for heavy themes like war, death, and social issues is notably higher than the general audience. This suggests that marketing efforts for Sample can confidently lean into its complex and foreboding elements without alienating its core potential readership.
Complexity of storytelling
Below, we look at whether readers with preferences similar to Sample seek out complex or less complex forms of storytelling. The data suggests that this target audience is highly drawn to intricate narratives across all measured categories.
- Interest in complex characters is exceptionally high, with 92.2% of the target audience preferring them. This exceeds the general audience by 18.0 percentage points.
- The data indicates a strong preference for a complex plot, appealing to 85.7% of the target audience, which is 15.0 percentage points higher than the general audience average of 70.7%.
- Readers with preferences similar to Sample are highly likely to enjoy complex topics. At 77.3%, this preference is 26.0 percentage points higher than the general audience, representing the most significant shift away from baseline demographic norms.
- While complex chronology (41.5%) and complex language (38.2%) are less universally preferred by this target group, both still sit well above the general audience average, exceeding it by 17.7 and 19.7 percentage points, respectively.
Overall, the data is likely to indicate that readers drawn to books like Sample appreciate challenging and layered storytelling elements significantly more than the general audience.
Age of main characters
The data suggests specific preferences regarding the main character's age for readers with preferences similar to Sample.
- The target audience shows a strong preference for characters who are adults (35-49), with 76.1% favoring this age group. This exceeds the general audience by 19.7 percentage points.
- Characters who are young adults (20-34) are also highly favored, appealing to 56.4% of the target audience, which is 1.8 percentage points higher than the general audience.
- There is likely to be notable interest in older protagonists as well. The preference for mature adults (50-64) sits at 42.1%, which is 15.1 points above the general audience average. Similarly, the preference for more mature adults (65+) is 9.7 percentage points higher than the general audience.
- Conversely, younger characters such as teens (13-19) and children (0-12) are less likely to appeal to this group, with both categories falling slightly below the general audience average.
- Additionally, 26.0% of the target audience indicates that the character's age is not important, which is 4.0 percentage points lower than the general audience.
Overall, the analysis is likely to indicate that readers with preferences similar to Sample are most drawn to established adult protagonists. This aligns well with the book's actual characterization, which prominently features adults (35-49) and, to a somewhat lesser extent, young adults (20-34).
Personality of main characters
The data suggests which main character personality traits are likely to appeal most to readers with preferences similar to Sample.
- This audience shows a significant preference for profound characters, with 83.6% expressing interest. This exceeds the general audience of 57.7% by 25.9 percentage points.
- Intriguing characters are also highly favored, appealing to an impressive 93.1% of the target audience, which is 16.4 percentage points higher than the general audience's preference of 76.7%.
- The data indicates that passionate (75.8%), creative (73.4%), upbeat (62.9%), and moody (65.5%) characters are also likely to resonate, as these traits all sit roughly 12 to 14 points above the general audience average.
- Traits such as humorous (68.4%) and dark (53.0%) align more closely with baseline demographics, exceeding the general audience by only 3.6 and 6.7 percentage points, respectively.
Overall, the data indicates that readers with preferences similar to Sample are likely drawn to intellectually stimulating and complex protagonists. Emphasizing profound and intriguing character traits in future marketing efforts is likely to be an effective strategy for engaging this specific audience.
Settings of interest
The data below explores the setting and location preferences of readers with preferences similar to Sample. It examines interest in various environments, including an alternate reality setting, a dystopian setting, a fantasy setting, a magical realism setting, a utopian setting, as well as a real country similar to theirs or a real country different to theirs.
- The data suggests a strong inclination toward speculative environments, with 71.2% of the target audience preferring a dystopian setting. This exceeds the general audience by 36.0 percentage points.
- Readers with preferences similar to Sample are also highly likely to enjoy an alternate reality setting, with 69.7% expressing this preference. This is 32.7 percentage points higher than the general audience average of 37.0%.
- A fantasy setting appeals to 60.9% of the target audience, which is 23.5 percentage points higher than the general audience. Similarly, a utopian setting is preferred by 44.9% of the target group, exceeding the general audience by 23.6 percentage points.
- Conversely, only 25.1% of the target audience indicates that the setting is not important, which is 13.9 percentage points lower than the general audience. This suggests that a well-defined world is likely a crucial element for these readers.
Overall, the data indicates that this audience is heavily drawn to imaginative, non-traditional worlds rather than strictly realistic ones. Their strong preference for a dystopian setting and an alternate reality setting aligns closely with the science fiction genre, the near future time period, and the somewhat grim and foreboding tone present in Sample.
Regions of interest
For readers with preferences similar to Sample, the data suggests a broad and enthusiastic interest in exploring various regions of the world through their reading.
- North America appears to be the most appealing setting, drawing in 47.9% of the target audience. This preference is 10.9 percentage points higher than the general audience.
- Eastern Europe and Western Europe are likely to be the next most popular regions, capturing the interest of 38.7% and 37.3% of the target audience, respectively. Notably, interest in Eastern Europe exceeds the general audience by 18.0 percentage points, which represents the most significant deviation from the baseline.
- Regions such as East or Southeast Asia (30.8%) and the Middle East (29.3%) also show strong engagement, sitting 16.0 and 16.4 percentage points higher than the general audience, respectively.
- Even the least preferred region for this specific group, Sub-Saharan and Central Africa (26.7%), exceeds the general audience average by 14.9 percentage points.
Overall, the data indicates that readers with preferences similar to Sample are likely to be highly inquisitive about global and diverse settings. Because every single region of the world scores notably above the general audience baseline, this trend suggests an audience that enjoys expansive world-building and exploring places outside their immediate surroundings. This global curiosity aligns well with readers who appreciate the complex plots and alternate reality settings characteristic of the book.
Time period
The data suggests that readers with preferences similar to Sample have broad interests across multiple eras, with a particularly strong inclination toward forward-looking settings.
- The present time period is likely to be the most popular overall, appealing to 60.5% of the target audience, which is 11.7 percentage points higher than the general audience.
- The near future time period shows strong engagement at 57.0%, exceeding the general audience by 25.9 percentage points.
- Interest in the future time period sits at 50.7%, which is 27.3 percentage points above the general audience average. This represents the largest deviation from demographic norms in this category.
- The recent past and historical time periods also appeal to this group at 54.6% and 43.6% respectively, exceeding the general audience by 18.9 and 17.8 percentage points.
These findings are likely to indicate that while contemporary settings remain highly accessible, the target audience is exceptionally open to speculative and futuristic eras. This aligns perfectly with the core attributes of Sample, which is characterized by its science fiction genre, alternate reality setting, and near future time period.