Elmo Description
Elmo serves as a comprehensive open-source platform aimed at enhancing visibility for answer engine optimization (AEO) and generative engine optimization (GEO). This tool is utilized by marketing and SEO teams to monitor how AI-driven answer engines reference, cite, and describe their brands in various prompts and models. Users can schedule checks on prompts, assess brand mentions and share of voice in comparison to their competitors, analyze sentiment and positioning, examine cited domains and URLs, and delve into query expansion and prioritized content opportunities. The platform features a dashboard that delivers results per prompt, facilitates comparisons at the model level, and tracks visibility trends over time. Elmo can be accessed as a managed cloud service or utilized as a self-hosted Docker Compose application, allowing teams the flexibility to operate it on their own infrastructure. Cloud subscription options include access to REST API and MCP, with agencies having the possibility to request white-label solutions. Meanwhile, self-hosted users enjoy the ability to configure their choice of AI and scraping providers and maintain their data in a dedicated PostgreSQL instance, ensuring they have total control over their information. This versatility in deployment options makes Elmo a valuable asset for any organization looking to enhance its presence in the AI landscape.
Elmo Alternatives
HubSpot AEO is a specialized optimization tool designed to help businesses increase their visibility in AI-generated search results. It focuses on how brands are represented in answers provided by AI platforms such as ChatGPT, Gemini, and Perplexity. The platform provides a visibility score that measures how frequently a business appears in AI responses and evaluates the sentiment of those mentions. It also identifies and tracks relevant prompts that potential customers are using when interacting with AI tools. HubSpot AEO analyzes the sources, domains, and content types that influence AI-generated answers. This allows businesses to understand what drives their presence in AI search results. The platform provides clear, prioritized recommendations to improve visibility and performance. Integration with HubSpot’s CRM enhances insights by using customer data to refine optimization strategies. The tool simplifies the process of adapting to AI-driven search trends without requiring deep technical expertise. Overall, HubSpot AEO helps businesses stay competitive as AI becomes a primary discovery channel.
Learn more about HubSpot AEO
AuthorityTech is the world’s first AI-native Machine Relations agency and platform, engineered to position ambitious brands inside the Tier-1 publications that AI search engines inherently trust, retrieve, and cite. While conventional PR convinces humans through retainer-based effort, AuthorityTech optimizes for the new primary reader—the machine—through a 100% outcome-based, pay-per-placement model. This ensures leading answer engines, including ChatGPT, Perplexity, Gemini, and Google AI Overviews, can seamlessly index the brand, map it to its rightful category, and cite it when buyers ask high-intent questions.
Coined in 2024 by Founder and CEO Jaxon Parrott, Machine Relations is the discipline of making a brand discoverable and citable by AI systems. Parrott built AuthorityTech to execute the five-layer Machine Relations stack: Earned Authority, Entity Clarity, Citation Architecture, Distribution, and Measurement. This unifies GEO, AEO, AI SEO, and digital PR into a single ecosystem for building machine trust.
Cofounder and Chief Growth Officer Christian Lehman operationalizes this strategy, deploying the methodology at scale. Leveraging a direct network of over 1,600 Tier-1 publications, AuthorityTech has secured thousands of AI-cited articles for 200+ clients, including 27 unicorn startups, to guarantee sustainable AI visibility and measurable share of citation.
The agency executes this via a three-part framework:
Map: Analyzing target categories and competitor LLM prompts.
Match: Aligning brand narratives with authoritative outlets.
Place: Securing guaranteed placements through relationship-led outreach.
Learn more about AuthorityTech
Adobe Brand Visibility
Adobe Brand Visibility serves as a comprehensive generative engine optimization tool designed for enterprise-level brands, enabling teams to comprehend, enhance, and evaluate how AI systems discover, reference, and depict their presence. The application offers AI visibility tracking across multiple AI platforms and LLMs such as ChatGPT, Claude, Perplexity, Google AI Mode, Google AI Overviews, and Microsoft Copilot, while also tracking brand mentions, citations, sentiment, and AI referral traffic, giving you a benchmark of AI share of voice. Leveraging data from over 300 million AI search prompts, clickstream analytics, competitive assessments, SEO authority, and various search signals, it pinpoints areas where brands fall short in AI-generated answers and highlights the topics, prompts, and content investments that could boost their visibility, giving teams a clear GEO and AEO content strategy for AI search visibility. The tool generates recommendations and actionable optimizations to proactively address gaps and help LLMs extract relevant information. Additionally, teams can address issues such as blocked crawlers, absent structured data, 404 errors, and other technical GEO issues directly at the CDN edge or the content source without needing engineering assistance. Unlike traditional SEO tools only built for search rankings, Adobe Brand Visibility gives brands more control over how they are represented in AI-generated answers.
Learn more about Adobe Brand Visibility
RankPrompt
RankPrompt is an innovative platform designed for "Answer Engine Optimization" (AEO), aimed at assisting businesses and marketers in evaluating, monitoring, and enhancing their brand's visibility in responses produced by leading AI assistants and large language model technologies, such as ChatGPT, Google Gemini, Perplexity, Grok, and others. This platform allows users to analyze actual user queries to determine whether their brand or competitors are mentioned by these AI systems, while also tracking visibility trends over time across various platforms. In addition to providing insights at the prompt level—indicating not just presence but the specific questions or prompts where brands appear—RankPrompt also compares your performance with that of your competitors, identifies gaps in visibility, and offers practical recommendations. These suggestions might include optimizing schema markup, refining citations, or adjusting content structure to boost the likelihood of being cited or recommended by AI systems. With its comprehensive trend-monitoring features, users can observe how changes in content, public relations campaigns, and other efforts impact their visibility over time, ensuring they stay competitive in a rapidly evolving digital landscape. Ultimately, RankPrompt empowers brands to strategically enhance their presence in the AI-driven ecosystem.
Learn more about RankPrompt
Pricing
Pricing Starts At:
$29/month
Pricing Information:
Elmo Cloud Starter is $29 per month ($290 annually) for one brand and 50 tracked prompts; it checks ChatGPT once daily. Monthly billing has no minimum term, and annual billing saves two months. Self-hosted Elmo is free with no license fee; users pay their hosting and chosen AI-provider/API costs. White-label and custom plans are quote-based.
Free Version:
Yes
Company Details
Company:
Blue Whale Software, LLC
Year Founded:
2025
Headquarters:
United States
Website:
www.elmohq.com
Media
Elmo Overview dashboard for a Nike demo brand, showing AI visibility, share of voice, sentiment, position, a competitive line chart, and a company ranking table.
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Product Details
Platforms
Web-Based
On-Premises
Types of Training
Training Docs
Customer Support
Online Support
Elmo Features and Options
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