No more typing reviews! Try our Samantha, our new voice AI agent.

Query.ai vs Reco 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

Query.ai
Ranking in AI Data Analysis
30th
Average Rating
8.0
Reviews Sentiment
4.3
Number of Reviews
3
Ranking in other categories
Security Analytics (5th), AI Security (27th)
Reco
Ranking in AI Data Analysis
28th
Average Rating
8.0
Reviews Sentiment
7.3
Number of Reviews
2
Ranking in other categories
SaaS Security Posture Management (SSPM) (12th)
 

Mindshare comparison

As of August 2026, in the AI Data Analysis category, the mindshare of Query.ai is 0.4%. The mindshare of Reco is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Reco0.4%
Query.ai0.4%
Other99.2%
AI Data Analysis
 

Featured Reviews

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.
reviewer2817672 - PeerSpot reviewer
Gerente De Arquitectura De Ciberseguridad at a financial services firm with 5,001-10,000 employees
Security posture management has provided clear SaaS and AI agent risk visibility and alerts
I am not using the inclusion of LLMs in the knowledge graph yet; to be honest, I see that it's showing things, but until now, I don't see big value on that. Apart from the integration with Copilot Studio that I mentioned, I would like to see more posture security controls added in some SaaS applications; I see a few of them, but it could have more. I would like to see real-time detection in prompts included to Reco in the next releases, maybe in Copilot Studio to see if I have any attack or prompt injection or whatever in Copilot Studio and all the agent platforms to inspect those prompts.

Quotes from Members

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

Pros

"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 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."
"Query.ai helps reduce costs and improve security in my organization, though I do not have the actual numbers, but the impact was significant."
"What I appreciated most about Reco was its strong detection capability."
"What I like about Reco is that it's pretty easy to integrate with the applications; it's almost plug and play."
 

Cons

"Query.ai performs well, but there are other software options that do auditing a little better."
"I felt the pricing is somewhat higher."
"Probably Query.ai could be a little more optimized, but it is good."
"To be honest, I see that it's showing things, but until now, I don't see big value on that."
"What I disliked about Reco was that it sometimes produced a lot of false positives."
report
Use our free recommendation engine to learn which AI Data Analysis solutions are best for your needs.
909,153 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
No data available
Outsourcing Company
30%
Construction Company
16%
Manufacturing Company
15%
Wholesaler/Distributor
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

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 ...
What is your experience regarding pricing and costs for Reco?
My experience with the pricing was reasonable; it was okay for the features and what the product provides. The contract, the negotiation, and everything were okay.
What needs improvement with Reco?
I am not using the inclusion of LLMs in the knowledge graph yet; to be honest, I see that it's showing things, but until now, I don't see big value on that. Apart from the integration with Copilot ...
What is your primary use case for Reco?
I implemented Reco for cybersecurity posture management for SaaS applications, and also for AI agents posture, so SaaS security posture management and agent posture management. I am using Reco for ...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Query.ai vs. Reco and other solutions. Updated: July 2026.
909,153 professionals have used our research since 2012.