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Summary: gumshoe.ai measures how large language models mention brands by running persona‑driven prompts across many LLMs and surfacing citations, visibility scores, and tactical AIO recommendations. Its chief differentiator is lightweight, pay‑per‑report access to multi‑model diagnostics plus exportable JSON that preserves prompts, model responses, citations, and
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Summary: Gumshoe.ai is an early stage platform that programmatically tests leading LLM search interfaces to measure brand mentions, citation sources, persona level visibility, and competitive share of LLM voice. Its key differentiator is a persona driven, pay as you go conversation model that makes pilots and targeted audits inexpensive
comparison
Summary: gumshoe.ai is an AI search visibility platform focused on simulating persona-driven conversations across multiple LLMs to measure how models present a brand, and to provide actionable AI Optimization recommendations. Its primary differentiator is scalable, API-driven persona simulation with prompt generation and multi-model visibility metrics that map model answers
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Summary: Gumshoe.ai focuses on measuring and improving brand visibility inside AI-driven search by running persona-driven, multi‑model tests and delivering model-by-model visibility, citation, and AIO page guidance. Gumshoe’s core differentiator is persona-based model sweeps plus AIO diagnostics and integrated content recommendations, delivered as rapid, usage-based report runs. Overview
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Summary: Gumshoe.ai is a persona-driven AI search visibility platform that measures brand share across major LLMs and turns measurement into targeted fixes. Key differentiator: structured, editable persona+topic conversations at scale paired with transparent per-conversation pricing for predictable pilots and pilots-to-production runs. Overview Gumshoe.ai runs simulated, recommendation-style conversations
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Summary: gumshoe.ai is a persona‑first AI search visibility platform that runs live multi‑model queries to show where and why LLMs mention a brand, and what tactical levers will improve visibility. Its key differentiator is persona‑driven, model‑comparative diagnostics plus on‑platform optimization guidance for teams that
comparison
Summary: Gumshoe AI provides programmatic, prompt-driven measurement of brand visibility across leading LLM search systems, with built-in AIO recommendations and page audits that translate model behavior into actionable tasks. Key differentiator: a product-first focus on prescriptive AEO guidance and pay‑as‑you‑go testing that maps conversational prompts to brand