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About

Overflow is an AI search visibility platform that helps brands understand and improve how their products appear in AI-driven shopping results across Amazon, Walmart, and Target. The platform gives brands a free AEO Score that shows whether their listings are visible, competitive, and properly understood by marketplace AI agents. Overflow analyzes retailer-specific performance so teams can see where their brand is strong, where competitors are winning, and which marketplace needs attention first. Its scoring system highlights specific fixes across product content, customer questions, listing attributes, and AI-ready copy. Brands can use Overflow to track score movement, query coverage, visibility gains, and competitive gaps week over week. Built for retail brands, ecommerce teams, and agencies, Overflow helps companies optimize listings for AI search and improve product discovery across major marketplaces.

About

VisibAI is a B2B SaaS platform that measures and improves how your brand appears in AI-generated answers. As people increasingly ask ChatGPT, Perplexity, Claude, and Gemini for recommendations instead of running traditional Google searches, the brands those models name are the ones that win attention. VisibAI tells you exactly where you stand. The platform runs dozens of industry-specific and location-specific queries across up to six AI platforms (ChatGPT, Perplexity, Claude, Gemini, Mistral, You.com), then returns a single visibility score out of 100. Beyond the headline number, it surfaces which competitors are appearing in AI answers when yours isn't, identifies the specific gaps holding you back, and generates a prioritized fix list plus an AI action plan to close them. VisibAI is built for the shift from SEO to Generative Engine Optimization (GEO).

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Overflow is best suited for ecommerce brands, Amazon sellers, Walmart Marketplace sellers, Target vendors, retail media teams, brand managers, agencies, and enterprise commerce teams that need AI search visibility tracking, AEO scoring, marketplace optimization, competitive gap analysis, and product listing recommendations

Audience

VisibAI audits how your brand appears across AI platforms like ChatGPT, Perplexity, and Gemini, then gives you a visibility score and a fix list to improve it

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

No images available

Screenshots and Videos

No images available

Pricing

$0
Free Version Not Supported
Free Trial Supported

Pricing

$0
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Not Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Training

Documentation Not Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Overflow
Founded: 2026
United States
www.overflowcommerce.com

Company Information

VisibAI
Founded: 2026
Czech Republic
getvisibai.com

Alternatives

Alternatives

Categories

Categories

Integrations

ChatGPT Supported
Gemini Supported
Perplexity Supported
Alexa Supported
Alexa+ Supported
Amazon Supported
Claude Not Supported
Mistral AI Not Supported
Target Supported
Walmart Supported
You.com Not Supported

Integrations

ChatGPT Supported
Gemini Supported
Perplexity Supported
Alexa Not Supported
Alexa+ Not Supported
Amazon Not Supported
Claude Supported
Mistral AI Supported
Target Not Supported
Walmart Not Supported
You.com Supported
Claim Overflow and update features and information
Claim Overflow and update features and information
Claim VisibAI and update features and information
Claim VisibAI and update features and information