Anvil vs. Profound Comparison


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About Anvil is a platform that helps your brand get discovered in ChatGPT, Gemini, and other large language models (LLMs), unlocking new channels for growth, leads, and visibility where it counts. It provides end-to-end visibility, analysis, comparison, and optimization tools to put your brand at the forefront. With continuous monitoring across AI platforms, Anvil tracks how your brand appears, allowing you to know when you're mentioned, where you rank, and how to optimize for more traffic. It enables you to monitor the queries that matter most by adding priority questions, themes, or topics to your dashboard. Anvil continuously scans LLMs like ChatGPT, Claude, and Gemini to show where your brand stands and where you're missing. It offers unlimited tracked queries, always-on theme and topic monitoring, and content suggestions based on real LLM search patterns.	About Profound is an AI-powered marketing platform designed to help brands increase visibility in AI-driven search and discovery engines. The platform enables marketers to understand how their brand is represented in conversations generated by AI systems such as ChatGPT, Gemini, Claude, and Perplexity. Profound provides tools that analyze the questions people ask AI and helps companies align their marketing strategies with real consumer demand. The platform also offers autonomous marketing agents that assist with content creation, brand messaging, and demand generation. By combining analytics, automation, and AI search insights, Profound helps marketers optimize their presence in the growing ecosystem of AI-powered search.
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 SEO professionals needing a tool for monitoring, analyzing, and enhancing their presence in large language models	Audience Marketing teams, growth marketers, agencies, and brands that want to improve their visibility and performance in AI-driven search and recommendation platforms
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 View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing Custom pricing Free Version Not Supported Free Trial Not 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 3.5 / 5 ease 3.5 / 5 features 4.0 / 5 design 4.5 / 5 support 3.5 / 5 Read all reviews
	Pros & Cons from Real Users Pros The concept is strong. It helps track brand visibility across AI platforms and analyze prompt-level insights. When it works, the dashboards are clear and the reporting features are genuinely helpful. The idea is innovative and useful for companies trying to measure AI search visibility. As someone monitoring AI usage across our team, Profound has been a lifesaver. The Conversation Explorer feature is absolutely great - it lets me see exactly how people are talking with ChatGPT and spot patterns I'd never notice otherwise. The dashboard visualizes everything clearly, making reporting to management painless. Integration with our existing tools was surprisingly easy. Cons Unfortunately, the execution doesn’t match the promise. • Every plan upgrade re-creates deleted prompts, duplicates existing ones, and messes up tracking. For us, it happened 3 times over a month with no resolution from Profound's team. • The platform is slow — sometimes 10–15 seconds to load basic sections. • The Watch URL tab doesn’t update or delete links correctly. • After the most recent upgrade, billing failed multiple times despite sufficient funds and us being in contact with their support while trying to identify the problem, yet our account was still frozen. • Support replies are slow and disconnected, with poor internal handoff. Each time you reach a new agent via chat, they are unaware of previous issues. Setting up some of the advanced tracking features wasn't intuitive at first.
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Anvil United States joinanvil.com	Company Information Profound Founded: 2024 United States www.tryprofound.com
Alternatives OtterlyAI	Alternatives HubSpot AEO HubSpot
Gumshoe AI	AuthorityTech
GEO Metrics	Evertune
Geostar	Geostar
Evertune View All	Semrush View All
Categories AI Search Monitoring Supported AI Search Optimization (AISO) Supported AI Visibility Optimization Supported Answer Engine Optimization (AEO) Supported Brand Monitoring Supported Generative Engine Optimization (GEO) Supported LLM Optimization (LLMO) Supported	Categories AI Search Monitoring Supported AI Search Optimization (AISO) Supported AI Visibility Optimization Supported Answer Engine Optimization (AEO) Supported Brand Monitoring Supported Generative Engine Optimization (GEO) Supported LLM Optimization (LLMO) Supported

Integrations ChatGPT Supported Claude Supported Gemini Supported Google AI Overviews Supported Microsoft Copilot Supported OpenAI Supported Perplexity Supported Amazon Rufus Not Supported DeepSeek Supported Gemini 1.5 Flash Not Supported Gemini 1.5 Pro Not Supported Gemini 2.0 Not Supported Gemini 2.0 Flash Not Supported Gemini Enterprise Not Supported Gemini Nano Not Supported Gemini Pro Not Supported Google AI Plus Not Supported Grok Supported Show More Integrations View All 9 Integrations	Integrations ChatGPT Supported Claude Supported Gemini Supported Google AI Overviews Supported Microsoft Copilot Supported OpenAI Supported Perplexity Supported Amazon Rufus Supported DeepSeek Not Supported Gemini 1.5 Flash Supported Gemini 1.5 Pro Supported Gemini 2.0 Supported Gemini 2.0 Flash Supported Gemini Enterprise Supported Gemini Nano Supported Gemini Pro Supported Google AI Plus Supported Grok Not Supported Show More Integrations View All 16 Integrations
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