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Appsflyer vs Qdrant comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Appsflyer
Ranking in AI Data Analysis
22nd
Average Rating
8.4
Number of Reviews
6
Ranking in other categories
Mobile Measurement Partner (MMP) (1st)
Qdrant
Ranking in AI Data Analysis
18th
Average Rating
9.4
Reviews Sentiment
5.3
Number of Reviews
3
Ranking in other categories
Open Source Databases (11th), Vector Databases (5th)
 

Mindshare comparison

As of May 2026, in the AI Data Analysis category, the mindshare of Appsflyer is 0.5%. The mindshare of Qdrant is 0.5%, down from 4.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Qdrant0.5%
Appsflyer0.5%
Other99.0%
AI Data Analysis
 

Featured Reviews

RS
Senior FrontEnd Developer at Adobe
Marketing teams have made data-driven campaign decisions and grow real app user bases
For me, the best part is that it clearly shows which ads or channels are bringing your real users. It tells us from where we are actually getting a stable set of user bases so that marketing decisions for the future become easier. It provides a great user interface, making it easy for tracking and future marketing campaigns. The integration is quite smooth, and the documentation which Appsflyer provides, along with the support from its tech team is amazing in terms of getting started and integrating into our applications. Dashboards, segregations, and charts provided for analytics are top-notch and up to market standard, helping business users to analyze data and make future marketing decisions. It has significantly improved our revenue, helping us understand our real users to target our core audience better and expand our business.
CC
Lead Ai Tech And Tech Automation Engineer at CleanFoldz Laundry
Building accurate no-code resume screeners has saved weeks in document search workflows
I see room for improvement in Qdrant based on what another platform called Weaviate offers. Qdrant provides an excellent vector database with a solid searching method. However, it could elevate its offering by integrating embedding features. Currently, for the workflow automation I build, I rely on other platforms for embedding, so incorporating this feature directly in Qdrant Cloud would eliminate the need to depend on external solutions. A pain point I have encountered was the inactive expiration of the cloud created for certain projects. If the cloud is not used for a week, it gets terminated, which is frustrating. I think increasing that inactivity window in the free tier would be beneficial, as I have faced limitations due to this seven-day inactivity rule, requiring me to reset up the cloud after its termination.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Appsflyer has positively impacted our organization by improving the particular events' properties."
"A specific positive outcome I've seen from using Appsflyer is getting insights into iOS with their single source of truth, which I use consistently for data analysis and getting a report that is agreeable between the client and me."
"From a programmatic perspective, Appsflyer is one of the more reliable platforms when it comes to cross-channel management."
"Appsflyer has changed my organization positively as it marks the beginning of client engagement and the client engaging funnel."
"Since implementing Appsflyer, we have seen a 30% increase in our total app installations and a similar percentage increase in our user base and revenue."
"Appsflyer has impacted my organization quite positively, as we were also using Adjust, and I prefer Appsflyer."
"Qdrant has positively impacted my organization by consuming much less time than building systems through coding."
"Using Qdrant's hybrid search capability has improved my search results."
"Qdrant has reduced our response time to less than one second for our 128 KB token sizes, and we are satisfied with that performance."
 

Cons

"Many times we run into problems, and Appsflyer tech support is hard to reach."
"Appsflyer can be improved with event de-duplication."
"I feel that a feature improvement would be beneficial. After performing all the user actions, we were supposed to wait a few minutes, maybe two or five, and then check Appsflyer to download it, as there is no UI or UX to display user journey actions and properties directly."
"One improvement that Appsflyer can make is to find better ways to access aggregating raw data."
"I would say sometimes the integration could be a bit tough, especially because I struggled when I was integrating Appsflyer into my Apple Search Ads and my iOS application."
"A pain point I have encountered was the inactive expiration of the cloud created for certain projects; if the cloud is not used for a week, it gets terminated, which is frustrating."
"The area for improvement in Qdrant is its clustering capability. While it has clustering functionality, it is not easy to set up, and not everyone can configure the clustering, so there is room for improvement in the clustering configuration."
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Top Industries

By visitors reading reviews
Construction Company
18%
Educational Organization
9%
Financial Services Firm
8%
Outsourcing Company
7%
Financial Services Firm
11%
Comms Service Provider
11%
Computer Software Company
10%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise2
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Appsflyer?
My experience with pricing, setup cost, and licensing while working on the brand side allowed me to evaluate all the features and functionalities and costs.
What needs improvement with Appsflyer?
One improvement that Appsflyer can make is to find better ways to access aggregating raw data. You have to pay for data ingestion when you export; it's not like you get front-end numbers from the r...
What is your primary use case for Appsflyer?
My main use case for Appsflyer is mobile attribution. A specific example of how I use Appsflyer for mobile attribution is that I use it for iOS scan data to get a single source of truth using their...
What is your experience regarding pricing and costs for Qdrant?
Using Qdrant is free. We house it and have a VM where we just installed it on the VM.
What needs improvement with Qdrant?
The area for improvement in Qdrant is its clustering capability. While it has clustering functionality, it is not easy to set up, and not everyone can configure the clustering, so there is room for...
What is your primary use case for Qdrant?
Our use case for Qdrant is AI data analysis.
 

Comparisons

 

Overview

 

Sample Customers

Information Not Available
1. Airbnb 2. Amazon 3. Apple 4. BMW 5.Cisco 6. CocaCola 7. Dell 8. Disney 9. Google 10. HP 11. IBM 12. Intel 13. JPMorgan Chase 14. Kraft Heinz 15. L'Oreal 16. McDonalds 17. Merck 18. Microsoft 19. Nike20. Oracle 21. PG 22. PepsiCo 23. Procter and Gamble 24. Samsung 25. Shell 26. Sony 27. Toyota 28. Visa 29. Walmart 30. WeWork
Find out what your peers are saying about Appsflyer vs. Qdrant and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.