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DataDome vs Query.ai 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

DataDome
Ranking in AI Security
19th
Average Rating
8.2
Reviews Sentiment
3.4
Number of Reviews
4
Ranking in other categories
Bot Management (4th)
Query.ai
Ranking in AI Security
27th
Average Rating
8.0
Reviews Sentiment
4.3
Number of Reviews
3
Ranking in other categories
Security Analytics (4th), AI Data Analysis (27th)
 

Mindshare comparison

As of July 2026, in the AI Security category, the mindshare of DataDome is 0.4%. The mindshare of Query.ai is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Security Mindshare Distribution
ProductMindshare (%)
DataDome0.4%
Query.ai0.4%
Other99.2%
AI Security
 

Featured Reviews

Arka Sarkar - PeerSpot reviewer
Technical Solution Support Development Engineer at Ericsson Global
Real-time bot defense has protected telecom APIs and now keeps customer logins secure
While DataDome performs very well overall, there are a few areas where improvements would make it even more effective in a telecom environment. One point is better handling of false positives. Although it is generally very accurate, in some cases, legitimate users or internal systems get flagged, especially corporate VPN users, internal testing tools, and partner integrations. The improvement would be a more granular and easier whitelisting mechanism and better transparency on why a request was blocked. Another point is more detailed analytics and custom reporting. The current dashboards are good, but sometimes detailed analysis is limited. Custom reporting options are not very flexible. As part of improvement, more customizable dashboards can be made, along with the ability to create business-specific reports, for each API and per region. Better visibility for API-level protection can also be developed. The protection works well, but debugging blocked API requests can take time and is not always easy to trace the exact reason for blocking, thus requiring more detailed logs and traceability for API traffic, along with easier correlation with backend systems. The integration with the existing security ecosystem can also be improved.
reviewer2834415 - PeerSpot reviewer
DevSecOps engineer at a financial services firm with 10,001+ employees
Query automation has reduced investigation time and frees our team to focus on complex DevOps tasks
The best features Query.ai offers make anything with queries much easier, and it ensures that it is very optimistically correct with whatever it is doing. It also delivers access throughout real-time and historical data, making it really quick and fast to act upon. The real-time and historical data access from Query.ai helps me in my work by allowing me to go through queries quicker, so even if there are errors anywhere, detection happens pretty fast. Because it is on automation and the investigation is done really quickly, it saves a lot of my time. Query.ai has positively impacted my organization by being very appreciative for what it has done and how there is lesser work task on ourselves, and we could be focusing on more things because as DevOps, we have a lot of work. The reduction in workload due to Query.ai has made things easier, especially every time we need to investigate why an SQL query is not loading or if it is duplicating. It is especially effective during access management to either provision or de-provision access for users.

Quotes from Members

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

Pros

"The most valuable feature of DataDome is the traffic analysis."
"The main improvements have been better protection, reduced operational noise, improved system stability, and lower manual effort in handling bot-related incidents."
"After implementing DataDome, we observed measurable improvements across security, performance, and user experience."
"The biggest positive impact of using DataDome has been stability, efficiency, and trust in our traffic all at the same time."
"Query.ai has positively impacted my organization by being very appreciative for what it has done and how there is lesser work task on ourselves, and we could be focusing on more things because as DevOps, we have a lot of work."
"Time saving and accuracy are the main benefits; in my data mart and data lakes project, Query.ai has been very useful, with all transformations automated, which had a huge impact on our entire project."
"Query.ai helps reduce costs and improve security in my organization, though I do not have the actual numbers, but the impact was significant."
 

Cons

"Needed improvements could focus on specific aspects that impact my workflow, enabling even more streamlined processes."
"While DataDome performs very well overall, there are a few areas where improvements would make it even more effective in a telecom environment."
"With DataDome, the biggest friction points we experienced were mostly around tuning and visibility during the early phase."
"DataDome does not catch legitimate IPs during traffic analysis, even when the traffic exceeds the threshold value."
"Probably Query.ai could be a little more optimized, but it is good."
"I felt the pricing is somewhat higher."
"Query.ai performs well, but there are other software options that do auditing a little better."
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Top Industries

By visitors reading reviews
Financial Services Firm
9%
University
9%
Outsourcing Company
8%
Computer Software Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise3
Large Enterprise3
No data available
 

Questions from the Community

What needs improvement with DataDome?
While DataDome performs very well overall, there are a few areas where improvements would make it even more effective in a telecom environment. One point is better handling of false positives. Alth...
What is your primary use case for DataDome?
In my organization, the primary use case of DataDome is end-to-end observability across telecom applications and infrastructure, especially for real-time network services and customer-facing system...
What advice do you have for others considering DataDome?
I believe I have added enough information. The most valuable feature for our organization is DataDome's real-time bot detection and mitigation. Since our applications like login and recharge APIs a...
What is your experience regarding pricing and costs for Query.ai?
My experience with pricing, setup cost, and licensing was good. I felt the pricing is somewhat higher.
What needs improvement with Query.ai?
Probably Query.ai could be a little more optimized, but it is good.
What is your primary use case for Query.ai?
Initially, I started by checking out what Query.ai is about, and from there, my main use case has been for data queries and how to edit a query. The main use case for Query.ai that I wish it could ...
 

Comparisons

No data available
 

Also Known As

DataDome Bot Protect with Agent Trust
No data available
 

Overview

 

Sample Customers

Rakuten, TripAdvisor, Adevinta, Classmates, BlaBlaCar, Veepee, ...
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Find out what your peers are saying about DataDome vs. Query.ai and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.