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What is Overflow?

Overflow is an AI search optimization and marketplace visibility platform built for brands selling on Amazon, Walmart, and Target. The platform helps companies understand whether their products are showing up in AI-powered search results, retailer AI assistants, and AI product recommendation experiences. Overflow provides a proprietary AEO Score that measures how visible, competitive, and AI-ready a brand is across major retail marketplaces. Instead of relying on fragmented retailer metrics, teams can view one unified score while still drilling into individual retailer performance. This helps brands identify whether they are underperforming on Amazon, Walmart, Target, or across all three channels. Overflow also analyzes competitive gaps, showing where other brands may be earning stronger AI visibility and where listing improvements are needed. Its recommendations focus on practical fixes across product content, customer questions, attributes, and retailer-specific AI-ready copy. Brands can use these insights to improve how marketplace AI systems interpret their products, answer shopper questions, and recommend items. Overflow tracks improvements week over week, allowing teams to monitor AEO score gains, query coverage, visibility movement, and competitive recovery. The platform is designed around the idea that a product listing is no longer just a product page, but part of the algorithm that influences AI-driven shopping decisions. By combining AI visibility audits, retailer-specific scoring, competitor analysis, and actionable optimization recommendations, Overflow helps brands improve discovery and performance in the next generation of ecommerce search.

What is Glara?

Glara functions as a sophisticated AI-based tool designed to enhance visibility and optimization for ecommerce brands, especially those on Shopify, by helping businesses understand and improve their standing in the responses produced by AI search engines and assistants like ChatGPT, Claude, Gemini, and Perplexity, thereby effectively correlating AI discovery with essential metrics like revenue, traffic, and product details. The platform actively employs targeted prompts across multiple AI models to track brand and product visibility in real-time, uncovering which specific search terms and AI-generated responses mention a brand’s products, assessing competitive performance, and pinpointing areas where visibility may be deficient. By equipping teams with actionable insights and industry benchmarks, Glara enables them to fine-tune structured product data attributes, including fit, fabric, ingredients, certifications, and semantics that shape AI recommendations, while also supporting category-specific enhancements to improve discoverability for target consumers and their needs. Moreover, this holistic strategy not only amplifies brand awareness but also substantially increases the likelihood of higher sales conversions through enhanced interactions with AI, ultimately fostering a more dynamic shopping experience for consumers. In this way, Glara stands out as an essential resource in the evolving landscape of ecommerce.

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Integrations Supported

ChatGPT
Gemini
Perplexity
Alexa
Alexa+
Amazon
Claude
Google Analytics
OpenAI
Shopify
Slack
Target
Walmart

Integrations Supported

ChatGPT
Gemini
Perplexity
Alexa
Alexa+
Amazon
Claude
Google Analytics
OpenAI
Shopify
Slack
Target
Walmart

API Availability

Has API

API Availability

Has API

Pricing Information

$0
Free Trial Offered?
Free Version

Pricing Information

€99 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Overflow

Date Founded

2026

Company Location

United States

Company Website

www.overflowcommerce.com

Company Facts

Organization Name

Glara

Company Location

United States

Company Website

glara.ai/

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