Introduction

Influencers Marketing Statistics: Influencer marketing is a relationship or collaboration between a brand and an influencer.

They promote the brand's products and services via various social media platforms such as Instagram, Facebook, YouTube, etc. However, influencer marketing is not celebrity endorsements.

It does more than connect a celebrity to a brand. Influencers need to have a trusted following to be trusted within a community.

It is also necessary that they have knowledge and experience in the field they are advertising.

This dataset tracks influencer marketing campaigns across major social media platforms, providing a robust foundation for analyzing campaign effectiveness, engagement, reach, and sales outcomes. Each record represents a unique campaign and includes details such as the campaign’s platform (Instagram, YouTube, TikTok, Twitter), influencer category (e.g., Fashion, Tech, Fitness), campaign type (Product Launch, Brand Awareness, Giveaway, etc.), start and end dates, total user engagements, estimated reach, product sales, and campaign duration. The dataset structure supports diverse analyses, including ROI calculation, campaign benchmarking, and influencer performance comparison.

Columns: - campaign_id: Unique identifier for each campaign
- platform: Social media platform where the campaign ran
- influencer_category: Niche or industry focus of the influencer
- campaign_type: Objective or style of the campaign
- start_date, end_date: Campaign time frame
- engagements: Total user interactions (likes, comments, shares, etc.)
- estimated_reach: Estimated number of unique users exposed to the campaign
- product_sales: Number of products sold as a result of the campaign
- campaign_duration_days: Duration of the campaign in days

Getting Started with the Data

1. Load and Inspect the Dataset

import pandas as pd

df = pd.read_csv('influencer_marketing_roi_dataset.csv', parse_dates=['start_date', 'end_date'])
print(df.head())
print(df.info())

2. Basic Exploration

# Overview of campaign types and platforms
print(df['campaign_type'].value_counts())
print(df['platform'].value_counts())

# Summary statistics
print(df[['engagements', 'estimated_reach', 'product_sales']].describe())

3. Engagement and Sales Analysis

# Average engagements and sales by platform
platform_stats = df.groupby('platform')[['engagements', 'product_sales']].mean()
print(platform_stats)

# Top influencer categories by product sales
top_categories = df.groupby('influencer_category')['product_sales'].sum().sort_values(ascending=False)
print(top_categories)

4. ROI Calculation Example

# Assume a fixed campaign cost for demonstration
df['campaign_cost'] = 500 + df['estimated_reach'] * 0.01 # Example formula

# Calculate ROI: (Revenue - Cost) / Cost
# Assume each product sold yields $40 revenue
df['revenue'] = df['product_sales'] * 40
df['roi'] = (df['revenue'] - df['campaign_cost']) / df['campaign_cost']

# View campaigns with highest ROI
top_roi = df.sort_values('roi', ascending=False).head(10)
print(top_roi[['campaign_id', 'platform', 'roi']])

5. Visualizing Campaign Performance

import matplotlib.pyplot as plt
import seaborn as sns

# Engagements vs. Product Sales scatter plot
plt.figure(figsize=(8,6))
sns.scatterplot(data=df, x='engagements', y='product_sales', hue='platform', alpha=0.6)
plt.title('Engagements vs. Product Sales by Platform')
plt.xlabel('Engagements')
plt.ylabel('Product Sales')
plt.legend()
plt.show()

# Average ROI by Influencer Category
category_roi = df.groupby('influencer_category')['roi'].mean().sort_values()
category_roi.plot(kind='barh', color='teal')
plt.title('Average ROI by Influencer Category')
plt.xlabel('Average ROI')
plt.show()

6. Time-Based Analysis

# Campaigns over time
df['month'] = df['start_date'].dt.to_period('M')
monthly_sales = df.groupby('month')['product_sales'].sum()
monthly_sales.plot(figsize=(10,4), marker='o', title='Monthly Product Sales from Influencer Campaigns')
plt.ylabel('Product Sales')
plt.show()

Use Cases

• ROI Analysis: Quantify the return on investment for influencer campaigns across platforms and categories.
• Campaign Benchmarking: Compare campaign performance by type, influencer niche, or platform.
• Trend Analysis: Track engagement, reach, and sales trends over time.
• Influencer Selection: Identify high-performing influencer categories and campaign types for future partnerships.

During a 2026 survey, approximately 31 percent of responding adults in the United States reported trying a new restaurant and/or food due to the influence of an online creator. Around 29 percent said they purchased a product because of an influencer, while 45 percent of the participants said they did not respond to a creator's call to action (CTA) by doing any of the listed activities.

In 2021, **** percent of U.S. marketers in companies larger than 100 employees were expected to use influencers for marketing purposes. On the global level, the influencer marketing market was valued at **** billion U.S. dollars in 2021.

The global influencer marketing market size has more than tripled since 2020. In 2025, the market was estimated to reach a record of approximately 33 billion U.S. dollars. What is influencer marketing? Influencer marketing is a form of social media marketing that involves product placements and endorsements from online creators. In today’s competitive marketing landscape, brands are collaborating with influencers more firmly than ever, as partnerships with well-known creators can open the door to large potential audiences. In 2024, influencer marketing spending in the United States was forecast to reach an all-time high of 7.1 billion U.S. dollars. Seeing that internet stars can boost brand visibility, drive engagement, and impact purchasing decisions for millions of users, it comes as no surprise that spending on influencer cooperation is expected to pick up even more speed in the future. Top influencer marketing platforms Marketers can choose from an ever-expanding list of social media platforms to bridge the gap between brands and consumers. According to a recent survey, Instagram remains the most popular platform for influencer marketing in the United States, and in 2025, the global Instagram influencer market size was estimated to surpass 22 billion dollars for the first time. Apart from the photo-sharing app, video-based platforms such as TikTok have become popular among brands and marketers. In the first half of 2024, the most successful brands earned over half a billion U.S. dollars in earned media value (EMV) with their TikTok influencer marketing campaigns.

This statistic presents the YouTube channels with the largest number of subscribers, in millions, worldwide in January 2025. At that time, the channel of the American MrBeast was the most followed, with 341 million subscribers. In second place, the Indian channel T-Series had 283 million subscribers but remained the YouTube channel with the highest total number of views worldwide.

During a global October 2023 survey among communications specialists, almost **** out of five (or ** percent) of respondents said they used engagement data such as comments, views, shares and likes, to measure the individual success of each influencer marketing campaign. Around ** percent of interviewees mentioned product sales, while ** turned to impressions as a metric for success rate.

Global Influencer Marketing Market to hit USD 99.52B by 2032. Driven by a 25.8% CAGR, the industry is expanding rapidly from its USD 19.96B value in 2025. Get the forecast data.

Discover high-performing influencers with our comprehensive Instagram Influencers dataset. Access critical metrics including follower counts, engagement rates, verified status, business categories, and bio information. Analyze top posts, profile details, related accounts, and contact information to identify the perfect influencers for your brand partnerships and marketing campaigns. Millions of influencer records available Price starts at $250/100K records Data formats are available in JSON, NDJSON, CSV, XLSX and Parquet. 100% ethical and compliant data collection Included datapoints:

Account Fbid Id Followers Posts Count Is Business Account Is Professional Account Is Verified Avg Engagement External Url Biography Business Category Name Category Name Following Posts (Top Posts Data) Profile Image Link Profile URL Profile Name Highlights Count Full Name Is Private Bio Hashtags URL Is Joined Recently Has Channel Partner ID Business Address Related Accounts Email Address And much more

Our TikTok Influencer Dataset provides comprehensive insights into influencer profiles, audience engagement, and market impact. This dataset is ideal for brands, marketers, and researchers looking to identify top-performing influencers, analyze engagement metrics, and optimize influencer marketing strategies on TikTok.

Key Features:

  Influencer Profiles: Access detailed influencer data, including profile name, bio, profile picture, and direct profile URL.
  Follower & Engagement Metrics: Track key performance indicators such as follower count, engagement rate, and interaction levels.
  Monetization Insights: Analyze influencer earnings with Gross Merchandise Value (GMV) and currency details.
  Category & Niche Segmentation: Identify influencers based on their associated product categories to match brand campaigns with relevant audiences.
  Contact Information: Retrieve available influencer email addresses for direct outreach and collaboration.


Use Cases:

  Influencer Discovery & Marketing: Find high-performing TikTok influencers for brand partnerships and sponsored campaigns.
  Competitive Analysis: Compare influencer engagement rates and audience reach to optimize marketing strategies.
  Market Research & Trend Analysis: Identify emerging influencers and track content trends within different product categories.
  Performance Benchmarking: Evaluate influencer success based on GMV, engagement rate, and follower growth.
  Lead Generation & Outreach: Use available contact details to connect with influencers for collaborations and brand promotions.



  Our TikTok Influencer Dataset is available in multiple formats (JSON, CSV, Excel) and can be delivered via 
  API, cloud storage (AWS, Google Cloud, Azure), or direct download. 
  Gain valuable insights into the TikTok influencer landscape and enhance your marketing strategies with high-quality, structured data.

Verified dataset of 2025 influencer and short-form video statistics: US sponsored-content spend, TikTok advertising reach, Instagram Reels share of time, and weekly attention on social/short-video platforms.

Data set in excel file.

Explore the booming fashion influencer marketing market, projected to reach $8.36 billion by 2025 with a staggering 32.5% CAGR. Discover key drivers, trends, and segments impacting apparel, beauty, and accessories.

Online Influencer Marketing

Influencer Engagement and Performance

By Adam Halper [source]

About this dataset

This dataset contains insightful information about the marketing strategies of the world's top online influencers. It includes questions that were asked to various influencers, the type of segment they were targeting, a description of their market segment, and their answers with corresponding counts and percentages. Thus, this dataset provides an interesting look into how successful people within social media have achieved success —allowing anyone to gain greater understanding into what makes these influencers tick. It also serves as an invaluable source for those wishing to develop effective strategies in order to approach similar audiences and increase both visibility and engagement. Plus, it explores associated questions based on diverse nuances within social media marketing

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How to use the dataset

The data can be useful if you're looking to maximize your revenue through use of online influencer marketing strategies. It's important that you understand the trends and habits of your target audience when it comes to interacting with various types of advertisements and promotions. This dataset can be used as a starting point for understanding what works best for different segments or groups in order to create successful campaigns.

There are several ways this data could be used: - Use the Questions column to assess what type of content is most likely engage with by the segment or group being surveyed - The Segment Type column can be used as a starting point for understanding what kinds of influencers work best within certain demographics or social media circles
- Use the Segment Description column to get an idea of who these people are in terms they would understand - Read through the Answers column carefully as this will give you insight into how people may react and interact with certain campaigns
- Analyse Counts & Percentages columns together; this will help provide you with an understanding on how many people answered each question & what percentage responded positively/negatively in comparison

Ultimately, this dataset can be very helpful when building marketing plans that aim at leveraging existing relationships between customers and corporate brands through digital technology like social media accounts & blogs managed by successful celebrities & digital personalities (aka online influencers). You’ll have a better picture if you understand what works best for different segments or groups which allows you create focused campaigns aligned with audience preferences thus resulting in improved customer engagement & ROI metrics!

Research Ideas

• Analyzing which influencers are most successful in promoting a particular brand or product.
• Identifying marketing strategies that have been effective in attracting the target audience for a particular segment.
• Determining which strategies and segments generate the highest engagement and click-through rates for an online influencer campaign

Acknowledgements

If you use this dataset in your research, please credit the original authors. Data Source

License

License: Attribution-ShareAlike 4.0 International (CC BY-SA 4.0) - You are free to: - Share - copy and redistribute the material in any medium or format for any purpose, even commercially. - Adapt - remix, transform, and build upon the material for any purpose, even commercially. - You must: - Give appropriate credit - Provide a link to the license, and indicate if changes were made. - ShareAlike - You must distribute your contributions under the same license as the original.

Columns

File: Whatsgoodly - Thought Catalog Influencers.csv | Column name | Description | |:------------------------|:------------------------------------------------------------------------| | Question | The question asked to the influencers. (Text) | | Segment Type | The type of target audience that was surveyed for each question. (Text) | | Segment Description | A detailed description of the target audience. (Text) | | Answer | The answers given by the influencers. (Text) | | Count | The number of res...

In 2024, nearly ** percent of marketers in the United States used Instagram for influencer marketing. During the same period, around ** percent also turned to YouTube. By 2025, more than half of U.S. marketers are expected to incorporate YouTube into their influencer marketing strategies. TikTok, which had been adopted by ** percent of marketers in 2021, saw its usage rise to approximately ** percent by 2024.

The Influencer Marketing Platform market is experiencing explosive growth, projected to expand from approximately $10 billion in 2021 to over $157 billion by 2033. This surge is fueled by the escalating shift of marketing budgets from traditional media to digital channels, where authenticity and engagement are paramount. Brands are increasingly relying on these platforms to discover, manage, and measure influencer campaigns at scale. The integration of AI and data analytics is becoming a key differentiator, enabling more precise targeting and ROI measurement. While North America currently leads, the Asia-Pacific region is emerging as the fastest-growing market, driven by its massive mobile-first population and the rise of local social media ecosystems. Challenges such as influencer fraud and evolving regulations remain, but the overall trajectory points towards continued robust expansion as influencer marketing becomes a core component of digital strategy.

Key strategic insights from our comprehensive analysis reveal:

The Asia-Pacific region, with a projected CAGR of 26.7%, is set to become a dominant force in the market, driven by countries like India (28.8% CAGR) and China, surpassing Europe in market size.
Artificial Intelligence (AI) and Machine Learning (ML) are no longer optional but essential for platform success. Capabilities in predictive analytics, fraud detection, and ROI measurement are key competitive differentiators.
There is a significant shift towards micro and nano-influencers who offer higher engagement rates and greater authenticity. Platforms that can efficiently manage campaigns with hundreds of smaller influencers at scale will gain a significant advantage.

Global Market Overview & Dynamics of Influencer Marketing Platform Market Analysis

The global Influencer Marketing Platform market is on a rapid growth trajectory, driven by the fundamental shift in how brands connect with consumers. These platforms serve as crucial intermediaries, providing software solutions that streamline the process of identifying, vetting, managing, and analyzing influencer collaborations. The increasing adoption of social media across all demographics and the proven effectiveness of influencer-led campaigns in building brand trust and driving sales are core pillars of this expansion. As the market matures, platforms are evolving from simple discovery tools to sophisticated, data-driven solutions offering end-to-end campaign management and performance analytics.

Global Influencer Marketing Platform Market Drivers

Increased Social Media Consumption: The growing user base and time spent on social media platforms like Instagram, TikTok, YouTube, and Facebook create a vast and engaged audience for brands to tap into through influencers.
Shift to Digital Advertising: Brands are reallocating significant portions of their advertising budgets from traditional channels (TV, print) to digital marketing, where influencer marketing offers a more authentic and measurable return on investment.
Demand for Authenticity and Trust: Consumers increasingly distrust traditional advertising and prefer recommendations from trusted personalities. Influencers provide this authentic voice, leading to higher engagement and conversion rates for brands.

Global Influencer Marketing Platform Market Trends

AI and Data-Driven Insights: The integration of Artificial Intelligence for influencer discovery, audience analysis, fraud detection, and predictive performance analytics is becoming standard, enabling more effective and efficient campaigns.
Rise of Short-Form Video Content: The dominance of platforms like TikTok and the popularity of Instagram Reels and YouTube Shorts are pushing brands and influencers to focus on creating engaging, short-form video content.
Focus on Micro and Nano-Influencers: Brands are increasingly collaborating with smaller influencers who have highly engaged, niche audiences, often resulting in better ROI and authenticity compared to macro-influencers.

Global Influencer Marketing Platform Market Restraints

Measurement and ROI Complexity: Accurately measuring the return on investment (ROI) of influencer campaigns remains a significant challenge, with difficulty in attributing sales and conversions directly to specific influencer activities.
Influencer Fraud and Authenticity Concerns: The prevalence of fake followers, artificial engagement, and lack of transparenc...

Impact of Paid Partnership Posts’ Characteristics on User Engagement; With Reference to Global Sports Instagram Influencers

It was estimated that the global influencer marketing industry's size would reach approximately **** billion U.S. dollars in 2026, up from **** billion dollars a year earlier – an annual growth of nearly ** percent. The value was forecast to continue to expand, surpassing ** billion dollars by 2027.

The Influencer Marketing market has evolved into a dynamic and multifaceted industry, captivated by the rise of social media and the shift in consumer behavior towards more authentic and relatable forms of advertising. As brands increasingly recognize the efficacy of influencer collaboration, this market h...

We've pulled live social data to help inform your next pet influencers campaign. See the total number of pet influencers on social, the average cost to sponsor their posts and more critical influencer data.