How To Run A Fake Follower Audit On Instagram & Tiktok

April 25, 2025
|
Published
April 28, 2025
|
Updated
12 min
|
Reading
Follow Us for D2C & Creator Economy Insights
Agustina Vinograd
| Author
See Which Influencers Follow Your Instagram
They are 8X more likely to work with you
ACCESS FREE LIST
Drive ROI With Influencers
Global Influencer Database
ALL-IN-ONE platform
CRM, Affiliate, UGC & More
BOOK A DEMOSTART NOW

How to Run a Fake Follower Audit on Instagram and TikTok

Influencers have an easy route to growing their platform: buying followers. While a massive following seems essential to attract good campaign results, in reality, brands should prioritize social media authenticity if they seek to achieve genuine connections in their influencer campaigns. 

In 2021, one in four Instagram influencers had purchased at least 15% of their following. Looking ahead, VPNRanks predicts that by the end of 2025, the number of fake followers on Instagram will have increased by 60%, while TikTok could see approximately 950 million fake accounts.

This means that brands should take immediate action and adopt tools to identify and combat inauthentic activity on social media. Recently, the use of AI can be an additional tool to help brands detect fake followers and engagement. For now, we can take use of the following steps to run a fake follower audit on Instagram and TikTok:

  1. Collect Influencers’ Handles and Ensure Profiles Are Public
  2. Review Engagement Rate
  3. Manually Spot Fake Followers
  4. Analyze Audience Demographics
  5. Evaluate Follower Growth Patterns
  6. Assess Content and Comment Quality
  7. Use Online Tools

What are Fake Followers?

  • Bots or spam accounts: Automated accounts that pretend to be real people. Generally, these fake followers are newly created profiles that affect engagement by pumping likes, follows, and comments on every influencer’s posts. They do this by posting generic and unrelated comments.
  • Inactive Accounts: These are real accounts no longer in use but still counted as followers. These are usually called ghost accounts. 
  • Purchased Followers: Accounts acquired through follower-selling services at a cheap prize. These specific sites create a large amount of accounts generated with random names and profile pictures. When the service is purchased,  the accounts start mass-following influencers, but they have very few followers of their own. For more information, we recommend reading this article for in-depth analysis on how to tell if someone has bought fake followers on Instagram.

Why You Should Perform an Influencer Audit

The most important thing to note is that working with unreliable influencers can significantly impact your campaign’s ROI. Artificially inflating key metrics that don’t reflect real connections or results with your products is one of the main factors that negatively impact ROI in influencer marketing. Here you can read our investigation about how key metrics impact ROI in a negative way.

In other terms, partnering with these influencers can ultimately result in lower-than-expected engagement metrics and interaction with the brand. As a consequence, both the brand’s and the influencer’s credibility ends up compromised. 

For this reason, conducting a fake follower audit is especially important for businesses and marketers who rely on authentic engagement and want to ensure that their influencer campaigns are truly worth the investment. 

Moreover, working with trustworthy influencers gives you more reliable results for monitoring and reporting, and helps build a long-term growth marketing strategy from genuine metrics.

What Can You Detect With a Fake Follower Audit?

  • Fake or Bot Followers, purchased followers and inactive accounts: Followers who are not real people and are mostly unreal or ghost accounts. These accounts create spam interactions or are inactive at all, meaning they won’t interact with content no matter what.
  • Engagement Fraud/spammy behavior in comments: If the Influencer paid for fake followers who spam interactions, comments, and likes; a fake follower audit can bring those concerns to the surface immediately.
  • Unusual Audience Demographics: Followers from unexpected or irrelevant countries, languages, or age groups are a good indicator of bought followers. Especially if the influencer targets her content for a specific demographic.
  • Follower Growth Patterns: Sudden changes in follower numbers that don’t align with content performance.
  • Low Engagement-to-Follower Ratio: If the amount of followers is completely different from the engagement or interactions with the post. This reddit post suggests that this indicator alone is not enough to make conclusions as it also depends on the fluctuations of the algorithm and how it appears on the following main page.  

How to Conduct a Fake Follower Audit for Instagram and TikTok

  1. Collect Influencers’ Handles: Ensure Profiles Are Public
  2. Review Engagement Rate
  3. Manually Spot Fake Followers: Assess Content and Comment Quality
  4. Analyze Audience Demographics
  5. Evaluate Follower Growth Patterns
  6. Use Online Tools 

1. Collect Influencers’ Handles

You can only audit public profiles. For that, we recommend collecting the correct handles of the influencers you’re interested in working with, and making sure we’re able to access all posts and followers without needing to follow them to view the content.

If the account is private, you can either ask them to temporarily switch to public for the audit or request some media kit screenshots on their part to check analytics directly from their profile.

2. Review Engagement Rate

Engagement Rate analyzes how active an influencer’s audience is with their content. 

You can check this by analyzing likes and comments under posts. If there is a significant dissonance between the number of followers and the interaction, it may be an indicator. On TikTok, make sure to also take into account the number of shares and duets.

You can manually calculate an account’s engagement rate with this formula:

For Instagram: (Likes + Comments+Shares) ÷ Followers × 100 = Engagement Rate (%)

For TikTok: (Likes + Comments + Shares+Duets) ÷ Followers × 100 = Engagement Rate (%)

Interpretation of results:

  • ER under 1%: Low
  • ER between 1%-3.5% Average to good.
  • ER over 4%: Excellent, but watch for inflated fake engagement.

By comparing multiple posts, from recent and older dates, you can detect and track inconsistencies and make correlations between the quality of the content, the topics treated and more. Inconsistent metrics are reliable indicators, because unless an account goes viral, it tends to grow steadily as the influencer posts.

We recommend using online engagement rate calculators, like the one we provide, to automate this step. In these cases, tools can easily show sudden spikes in followers or engagement that can be used to compare engagement rates over time. 

3. Manually Spot Fake Followers

Be in alert for the following signs:

  • Profiles without a picture, bio and recent posts.
  • Generic usernames full of numbers and symbols.
  • Large following but have few followers themselves. 
  • Accounts recently created.

These fake accounts drive artificial engagement with the following methods:

  • Participate by only comment emojis, specifically under reels. (Most common emojis are hearts and fire emojis)
  • Repeated commenting with generic phrases.
  • Comments that don’t match the publication’s topics.
  • Copy-pasted comments.

So, an organic and genuine comment section would have the following interactions:

  • Comments that refer to specifics in the video or picture, like asking questions.
  • Shares, saves and duets on TikToks that ensures there is a person behind the interaction.
  • Replies from the influencer that shows they’re active and engaged with their community as well.

4. Analyze Audience Demographics

Apart from making sure that the influencer’s followers match your target audience, a mismatch can be an indicator of bough followers, especially if the influencer makes content marked by their location, culture and language.

For that, you’ll want to check the country and region percentage and distribution of the influencer’s audience, making sure it matches with the markets and target audiences you want to reach. For some products, it’s also useful to check the age or the gender distribution as well. 

For this step, you can request their media kit, screenshots of their analytics straight from Instagram Insights or their TikTok analytics and use some online tools for more precise data.

Influencer List Widget
Free Influencer List
Receive a list with all influencers which follow your Instagram page. Influencers which already know you are 8X more likely to work with you.
ACCESS FREE LIST HERE
Influencer List Image

5. Evaluate Follower Growth Patters

As mentioned before, an account grows steadily over time, matching the influencer’s posting rhythm. The only exception to this would be if a video of the influencer becomes viral, but you would also see that inflation reflected on engagement and interactions. 

For those reasons, a very accurate detection method would be to review if there is a sudden spike in follower count, especially without any viralcontent or giveaway to justify the growth. 

As a consequence, you’ll also be able to foresee declines in engagement rate after the sudden spike, and general inconsistent grow graph or follower fluctuations over time. 

6. Online Tools For Fake Follower Detection

Influencer Hero

Influencer Hero is an all-in-one influencer marketing software that helps tackle and organize all areas of influencer marketing campaigns, from the onboarding to maintaining relationships with influencers. 

On the website, they offer a Free Influencer Authenticity Checker Tool For Instagram and a Fake Follower Scanner Tool For Instagram and for TikTok.  

Key Features

  • Audience Growth
  • Fake Follower Percentage
  • Engagement Rate
  • Audience Location And Demographics.

How to Use: Enter an influencer’s handle, and the tool will generate a report on audience authenticity, suspicious activity, and engagement quality. You can also download the chrome extension to access analytics of profiles while you navigate.

HypeAuditor

HypeAuditor is a leading AI-powered tool specializing in influencer fraud detection. It provides deep analytics on fake followers, audience quality, and engagement authenticity across Instagram and TikTok. 

Key Features

  • General Engagement Rate
  • Like and Comment Median
  • Influencer’s Categories
  • Global And National Classification
  • Growth Rate
  • Historic  Followers Ratio

How to Use: Input the influencer’s username to receive a detailed report on fake followers, engagement credibility, and follower demographics.

FakeCheck.co

FakeCheck.co is a quick and easy-to-use tool for identifying fake Instagram followers. It evaluates an influencer’s audience by detecting unusual activity, such as low engagement rates compared to follower count. The platform assigns a risk score to help brands determine whether an influencer’s following is organic or artificial. 

Key Features

  • Fake Follower Percentage
  • Engagement Rate
  • Follower Growth Analysis
  • Comment Authenticity 
  • Spam Engagement Alerts

How to Use: Enter the Instagram handle to receive a risk score that highlights suspicious followers and engagement fraud.

Modash

Modash offers a free online tool for auditing fake followers that supports both Instagram and TikTok. It offers real-time data on audience authenticity, spotting potential bot activity and fake engagement patterns. With its detailed reports, brands can ensure their influencer collaborations are based on genuine engagement rather than misleading metrics.

Key Features

  • Fake Follower Percentage
  • Engagement Rate
  • Average Likes And Comments
  • Audience Type
  • Fake Follower Benchmark
  • Popular Posts

How to Use: Enter an influencer’s username to access data on follower credibility, suspicious activity, and bot detection.

Social Auditor

Socialauditor.io focuses on Instagram and TikTok audits, helping brands detect fake followers and assess audience quality. It identifies inactive or suspicious accounts following an influencer and provides insights into engagement consistency. 

The platform also highlights potential red flags, such as high follower counts with low engagement, which often indicate purchased or bot followers.

Key Features

  • SocialAuditor Score
  • Key Metrics
  • Like, Comment And Share Rates
  • Engagement Rate By Days And Average
  • Profile Activity
  • Reach

How to Use: Choose whether you’re analyzing a TikTok or an Instagram account, add the username, register, and the tool will generate a breakdown of real vs. fake followers, inactive accounts, and suspicious activity.

Check Metrics Manually

An alternative is to perform the follower audit manually or by cross-checking the results with tools. We recommend paying attention to the following metrics:

  • Audience demographics: If the influencer creates content targeting a specific niche and demographic, you can easily spot dissonances between their actual audience and the bought followers in their demographics.
  • Comments, Likes, Shares, Duets and more: As mentioned before, this is not a definitive analytic on its own, but it can serve as an indicator when compared with followers, interactions, and engagement. Look for suspicious profiles interacting and low-quality comments.
  • Suspicious profiles: By clicking on a few followers, you can check if they lack a profile picture, were recently created with no posts, have long usernames with unusual combinations of numbers and letters, and follow many accounts but have very few followers themselves. 

Final Thoughts on Conducting a Fake Followers Audit 

After gathering the results for each influencer, we recommend reporting and basing your decisions on your campaign’s strategy and desired outcomes.

Sometimes, working with a profile that has a slightly higher fake follower score is acceptable, depending on your campaign objectives and structure. While it’s not ideal, that influencer might still have a strong real following who are highly engaged and continue to interact with their content. As a result, they may still deliver clicks and conversions despite their inflated following.

It’s also fine if you’re looking to run a campaign targeting niche markets, products, or audiences. These types of influencers can help increase reach and visibility.

But ultimately, if the goal is brand awareness or you’re paying a fixed fee, prioritize authentic engagement and follower quality over just reach. 

As influencer marketing continues to grow, brands that implement routine audits and choose genuine creators will see better long-term results, stronger ROI, and partnerships built on trust rather than inflated numbers. Because as we talked about, fake followers can impact ROI in a very significant way.

Summary
This is some text inside of a div block.
This is some text inside of a div block.
Pricing/Month
Shopify Reviews
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
Read More
This is some text inside of a div block.
This is some text inside of a div block.
This is some text inside of a div block.
FAQs
What is a fake follower audit?

A fake follower audit is the process of analyzing a social media account to identify followers who are likely fake, inactive, or bots. The audit helps brands and marketers evaluate the quality of an influencer's audience to ensure their campaigns are reaching real, engaged users rather than inflated numbers.

Why is it important to audit influencers before working with them?

Auditing influencers before a campaign helps prevent wasted budgets on creators with low-quality or fake audiences. It ensures your brand message reaches genuine followers, improves campaign performance, and protects your brand’s reputation from being associated with inflated metrics or spammy engagement.

Can influencers still be valuable if they have some fake followers?

Yes. A small percentage of fake followers is normal for almost every account, especially large ones. What matters most is the overall engagement rate, content quality, and whether their real audience matches your target demographic. If an influencer consistently drives results, a few fake followers shouldn’t be a deal-breaker.

What’s the best free tool to detect fake followers?

Several tools offer free versions, including FakeCheck.co, Modash, and Influencer Hero. Each provides key insights like fake follower percentages, engagement rates, and growth patterns. While free versions give a strong overview, premium versions usually offer more in-depth metrics and exportable reports.

How often should I run fake follower audits on influencers?

It’s best to run an audit before onboarding any influencer. For long-term collaborations, consider doing an audit every few months or before each new campaign to ensure their audience quality hasn’t declined over time. This is especially important in industries where trust and authenticity directly impact sales or brand perception.

Impact of AI on D2C Brands

Most Popular Blogs

Ready to achieve 10X+ ROI?

Schedule a Demo with one of our media experts below.