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Description

Overflow is an AEO platform for brands that sell on major retail marketplaces and want to improve visibility in AI-powered shopping search. The platform monitors how products and brands appear in AI search, AI product recommendations, and marketplace AI assistants across Amazon, Walmart, and Target. Overflow gives each brand an AEO Score that reflects its reach, visibility, and competitive position across retailers. Teams can break performance down by marketplace to see whether they are stronger on Amazon, weaker on Walmart, or missing opportunities on Target. The platform turns the score into prioritized recommendations for improving product content, customer Q&A, listing attributes, and AI-readable messaging. Overflow also helps brands compare against competitors to identify gaps that may be lowering visibility or rankings in AI-driven results. As teams make updates, the platform tracks changes week over week so brands can measure score movement, query coverage, and competitive ground recovered. Its workflow is designed to help brands scan their retailers, apply smart fixes, and treat each listing as part of the algorithm that shapes AI recommendations. Overflow helps ecommerce and retail media teams move beyond traditional listing optimization and optimize specifically for how AI shopping systems understand and recommend products.

Description

Waikay is an innovative platform that helps businesses understand how major AI models perceive their brand by constructing a personalized knowledge graph based on their website content. It assesses AI understanding of critical brand topics, scoring brand visibility per model and benchmarking these results against competitors to highlight strengths and gaps. The platform detects hallucinations—instances where AI generates incorrect or fabricated information—while verifying factual claims to maintain brand integrity. Waikay provides detailed, model-specific analyses and content recommendations to improve brand visibility and accuracy in AI-driven search results. By uncovering where AI models go wrong, it equips SEOs, marketers, PR professionals, and analysts with the insights needed to shape and safeguard their brand narrative. The tool’s actionable insights help businesses optimize content strategies tailored for evolving AI technologies. Waikay’s competitive benchmarking also enables brands to track their position relative to peers. Ultimately, it empowers organizations to maintain control over their brand reputation in an increasingly AI-influenced digital landscape.

API Access

Has API

API Access

Has API

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Integrations

ChatGPT
Gemini
Alexa
Alexa+
Amazon
Claude
Gemini Enterprise
OpenAI
Perplexity
Sonar
Target
Walmart

Integrations

ChatGPT
Gemini
Alexa
Alexa+
Amazon
Claude
Gemini Enterprise
OpenAI
Perplexity
Sonar
Target
Walmart

Pricing Details

$0
Free Trial
Free Version

Pricing Details

$19.95/month
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Overflow

Founded

2026

Country

United States

Website

www.overflowcommerce.com

Vendor Details

Company Name

InLinks Optimization LTD

Founded

2019

Country

United Kingdom

Website

waikay.io

Alternatives

Alternatives