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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 LLM Pulse?

LLM Pulse is a cutting-edge Generative Engine Optimization (GEO) platform designed to help businesses, agencies, and brands evaluate and improve their presence in AI-generated content and responses. Through LLM Pulse, users can: - Track their brand and website visibility on platforms such as ChatGPT, Perplexity, Google AI Mode, and Google AI Overviews. - Analyze brand mentions, citations, and Share of Voice in relation to their competitors for better positioning. - Uncover public relations and marketing prospects by pinpointing "gaps" in AI-generated material. - Monitor Brand Sentiment and engage in real-time reputation tracking to maintain a positive image. - Produce CSV reports and connect with external tools for thorough analysis and reporting. The platform boasts a user-friendly visual dashboard specifically designed for marketing, SEO, PR, and growth teams. As a fully SaaS solution that does not require installation, it is already trusted by fintech companies, marketplaces, SaaS providers, and agencies around the world. Moreover, LLM Pulse's robust features ensure that users stay ahead in the ever-evolving landscape of AI-driven marketing strategies, allowing for continuous adaptation and improvement.

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Integrations Supported

ChatGPT
Perplexity
Alexa
Alexa+
Amazon
Gemini
Target
Walmart

Integrations Supported

ChatGPT
Perplexity
Google AI Mode
Google AI Overviews

API Availability

API Availability

Pricing Information

$0
Free Trial Offered?

Pricing Information

$57/month

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Online Training

Training Options

Documentation Hub

Company Facts

Organization Name

Overflow

Date Founded

2026

Company Location

United States

Company Website

www.overflowcommerce.com

Company Facts

Organization Name

LLM Pulse

Date Founded

2025

Company Location

Spain

Company Website

llmpulse.ai

Categories and Features

Categories and Features

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