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DV Fraud & Invalid Traffic Avoidance vs Voyage AI comparison

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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

DV Fraud & Invalid Traffic ...
Ranking in AWS Marketplace
41st
Average Rating
8.4
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Voyage AI
Ranking in AWS Marketplace
40th
Average Rating
7.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the AWS Marketplace category, the mindshare of DV Fraud & Invalid Traffic Avoidance is 0.2%, down from 0.3% compared to the previous year. The mindshare of Voyage AI is 0.2%, down from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Voyage AI0.2%
DV Fraud & Invalid Traffic Avoidance0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

reviewer2908254 - PeerSpot reviewer
Programmatic Operations at a university with 10,001+ employees
Daily insights have improved traffic quality and consistently protect our ad spend
I think the dashboard could be improved because it is a little bit hard to understand, so more clarity and pop-ups for what the different metrics mean would be helpful. I gave it an eight because some of the metrics are a bit opaque unless you have taken a long time to understand what they mean. In terms of accuracy and reliability of output for DV Fraud & Invalid Traffic Avoidance, we have seen some instances where there is inaccuracy, but I hope that it will improve over time.
Chirag Morajkar - PeerSpot reviewer
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
Automation workflows have transformed resume screening and document chat into accurate, low-cost flows
Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced. I felt this need while using Voyage AI. I recognize that it is still growing, which is acceptable for a user like me, but enhancing documentation would greatly help developers or technical personnel. One more improvement could be native integration. For example, when using Voyage AI through make.com, which is an automation platform I regularly use, integration is possible only through APIs. This requires more time for setup and handling configurations. If Voyage AI had a native integration with make.com, similar to how OpenAI's ChatGPT operates, it would streamline the onboarding process very effectively. Other improvements needed for Voyage AI include enhanced documentation, native integration, and potentially video tutorials for each model or feature that they add. Short videos could significantly aid developers who might be lost or unfamiliar with updates since staying up to speed can be challenging.
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Top Industries

By visitors reading reviews
Construction Company
44%
Comms Service Provider
16%
Outsourcing Company
6%
Manufacturing Company
5%
Construction Company
44%
Comms Service Provider
10%
Outsourcing Company
8%
University
6%
 

Company Size

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

Questions from the Community

What needs improvement with DV Fraud & Invalid Traffic Avoidance?
I think the dashboard could be improved because it is a little bit hard to understand, so more clarity and pop-ups for what the different metrics mean would be helpful. I gave it an eight because s...
What is your primary use case for DV Fraud & Invalid Traffic Avoidance?
My main use case for DV Fraud & Invalid Traffic Avoidance is ensuring that our ad spend appears where it should and on sites that have actual human traffic. When we launch a campaign, we start ...
What advice do you have for others considering DV Fraud & Invalid Traffic Avoidance?
I rate DV Fraud & Invalid Traffic Avoidance an eight on a scale of one to ten. Regarding DV Fraud & Invalid Traffic Avoidance's AI capabilities, I think its governance and security are ...
What is your experience regarding pricing and costs for Voyage AI?
My experience with costing information, overall it is good as for as now. We got free tokens around 200 million at start. we paid approximately $0.12 per million tokens depending on the model. It i...
What needs improvement with Voyage AI?
Voyage AI's SDK support is limited to Python and JavaScript, so teams using other languages need custom wrappers to integrate it. Rate limiting also feels outdated, requiring manual static wait...
What is your primary use case for Voyage AI?
My main use case for Voyage AI is converting text into embeddings so that it can be searched efficiently. I can provide a specific example of how I use Voyage AI for text-to-embedding through Retri...
 

Overview

Find out what your peers are saying about DV Fraud & Invalid Traffic Avoidance vs. Voyage AI and other solutions. Updated: October 2026.
921,523 professionals have used our research since 2012.