Gumshoe AI
Gumshoe AI is a platform designed to help brands monitor and enhance their presence in AI-generated search results across leading models like ChatGPT, Google Gemini, Claude, and Perplexity. It offers features such as Brand Visibility, allowing users to learn how often their brand is mentioned across relevant topics in AI search; Competitive Rank, to see how they stack up against competitors across topics and models; Persona Visibility, to assess performance across different buyer personas; Topic Visibility, to evaluate performance across a broad set of topic areas; Model Visibility, to understand which models mention their brand the most; and Cited Sources, to view top cited sources by AI models, informing content strategy. Gumshoe's platform generates thousands of conversations with AI models, enabling marketers to see exactly how their brands are presented and what sources are cited, compare their standing against competitors, and track their "share of LLM".
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Adobe Brand Visibility
Adobe Brand Visibility is a unified generative engine optimization application for enterprise brands that helps teams understand, improve, and measure how AI systems discover, cite, and represent them. It provides AI visibility tracking across ChatGPT, Claude, Perplexity, Google AI Mode, Google AI Overviews, and Microsoft Copilot, from brand mention, citation, sentiment, and AI referral traffic tracking to AI share of voice benchmarking. Drawing on more than 300 million AI search prompts, clickstream data, competitive gaps, and SEO signals, it identifies where a brand is missing from AI answers, prioritizes content to improve visibility, and tracks citations. Teams can resolve blocked crawlers, missing structured data, 404s, and technical GEO issues at the CDN edge or content source without engineering support.
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Picked
Picked is a SaaS platform for monitoring how brands appear in AI-generated search answers and related web search results. It checks configured buyer prompts across services such as ChatGPT, Claude, Gemini, Perplexity, and Google AI search, then reports brand mentions, ranking position, and cited pages. Visibility and content-gap views help marketing teams identify prompts where competing brands are cited; keyword-gap analysis connects those prompts with conventional search queries. Picked also provides AI crawler analytics using server or hosting logs, identifies directories and review pages cited by AI systems, and supports article planning and drafting for content opportunities. Teams can organize workspaces around client brands and produce reports for agency clients. The product is intended for SEO and marketing agencies and B2B software marketing teams seeking to track and improve their presence in AI-assisted discovery.
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Lantern
Lantern - Marketing Agents for AI Search
Lantern deploys autonomous marketing agents that monitor your brand across ChatGPT, Gemini, Perplexity, and Claude, identify every citation gap where competitors appear and you don't, then research, write, optimise, and publish the content needed to win those citations continuously, without manual effort.
Lantern is an agentic platform that does the work. AI agents run end-to-end content pipelines, connect directly to your CMS, and keep your brand visible across every major AI engine while your team focuses on strategy.
What Lantern's agents do:
Monitor - Track brand mentions, citations, and sentiment across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude in real time
Detect gaps - Surface every prompt where competitors are cited and your brand is absent
Research and write - Autonomously produce citation-optimised content drawn from multiple intelligence sources
Publish - Push content directly to your CMS - WordPress,
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