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The neutral index of AI-visibility & GEO tools

Summary

Limy is an AI search platform that scores a brand's visibility, prompts, sentiment and cited sources across AI models. It pairs that with a site pixel that tracks AI crawlers and AI-referred visitors through to attributed revenue.

From
$149/monthbilled monthly
Free trial
Partly14-day free trial of the full stack, no charge until day 15, cancel anytime; no permanently free plan is offered.
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What it does

Monitors AI answers
YesCore function: it scores brand presence, category ranking and share of the answer across AI models, not just referral traffic.Gain a full view of your brand and product presence, your visibility score, category ranking, market share and sentiment across every AI model.limy.ai/lp/ai-visibility-tool
Optimises your content
YesIt prescribes changes to pages you already own; a case study documents a single refreshed article driven by Limy's recommended structure.Get step by step actions that boost how often and how well LLMs recommend your brand. We will tell you exactly what to do next.limy.ai
Generates content
PartlyLimy claims to co-create content rather than write it outright, and its own case study stresses the customer drafted and executed the article internally.Co-create your tailored strategy and content to close visibility gaps.limy.ai/lp/ai-visibility-tool
Technical AEO
PartlyCrawler-side technical work only: it surfaces which pages bots fetch and where blockers sit, but no schema, llms.txt or robots tooling is claimed in the product.A dedicated page showing how AI crawlers read your website. Track which pages are frequently accessed by bots, identify blockers, and understand…limy.ai/changelog
Done-for-you service
PartlySold as software, but Limy staffs local teams for implementation and runs an agency partner programme; the delivery work itself stays with the customer or their agency.That's why we now have a local team in Italy for support, implementation, and operations. They work directly with Italian brands, not through a…limy.ai/blog/limy-launches-in-italy

Not established: Publishes to your site

Answer engines

ChatGPT
YesChatGPT is one of five engines named in the visibility map Limy publishes for its SEE stage; no tier gating is stated.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Perplexity
YesPerplexity is one of five engines named in the visibility map Limy publishes for its SEE stage; no tier gating is stated.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Gemini
YesGemini is one of five engines named in the visibility map Limy publishes for its SEE stage; no tier gating is stated.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Google AI Overviews
NoGoogle AI Overviews is absent from the five-engine visibility map Limy enumerates; the same page names ChatGPT, Perplexity, Claude, Gemini and Copilot and stops there.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Google AI Mode
NoGoogle AI Mode is absent from the five-engine visibility map Limy enumerates; the same page names ChatGPT, Perplexity, Claude, Gemini and Copilot and stops there.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Claude
YesClaude is one of five engines named in the visibility map Limy publishes for its SEE stage; no tier gating is stated.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Microsoft Copilot
YesCopilot is one of five engines named in the visibility map Limy publishes for its SEE stage; no tier gating is stated.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Grok
NoGrok is absent from the five-engine visibility map Limy enumerates; the same page names ChatGPT, Perplexity, Claude, Gemini and Copilot and stops there.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
DeepSeek
NoDeepSeek is absent from the five-engine visibility map Limy enumerates; the same page names ChatGPT, Perplexity, Claude, Gemini and Copilot and stops there.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Meta AI
NoMeta AI is absent from the five-engine visibility map Limy enumerates; the same page names ChatGPT, Perplexity, Claude, Gemini and Copilot and stops there.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…
Coverage in the vendor’s words
PartlyLimy names five engines in one place and claims coverage of every AI model in another, and publishes no per-plan engine limits across its three tiers.The map of where your brand stands across ChatGPT, Perplexity, Claude, Gemini, and Copilot, on the prompts your category is forming around.limy.ai/blog/welcome-to-the-agentic-mar…

What it reports

Names the cited sources
YesCitation Sources Mapping ranks the domains AI cites for a category and flags missing ones; a case study credits it with surfacing LinkedIn as the decisive source.Know the top sources AI cites for your category in real time, how each maps to prompts, and the missing sources for coverage or AI agent signals.limy.ai/lp/ai-visibility-tool
Competitor tracking
YesCompetitors are first-class objects you edit yourself, and share of answer is reported against them per prompt and topic.You can add or remove competitors in real time, edit all prompts with immediate effect, and create new topics as your strategy evolves.limy.ai/changelog
Brand sentiment
YesA dedicated Sentiment page trends perception against competitors by topic and source, and separates neutral from positive and negative.In addition to positive and negative sentiment, you can now see neutral sentiment as its own category.limy.ai/blog/a-smarter-way-to-understan…
Recommendations
YesIt goes past reporting: a planner turns findings into a weekly task plan sized to the team's stated capacity.Once you answer, Limy instantly generates a strategic plan, complete with recommended tasks, timelines, and performance priorities, all tuned to your…limy.ai/blog/limy-recommendations-plann…
AI crawler analytics
YesAn AI Bot Traffic page reports named crawler hits per page with region-level crawl activity and blocker detection.AI crawler traffic is visits from LLM indexing bots like GPTBot, ClaudeBot, and Google-Extended that read your site to build AI answers.limy.ai/changelog

Not established: Wrong answers about you

Plans and signing up

Projects or brands
PartlyMulti-brand management is documented only through the agency programme's admin panel; the self-serve tiers state no project or brand count.Manage all your client companies through one streamlined dashboard. Access tools, analytics, and visibility insights from a single admin panel built…limy.ai/agency-partners
Self-serve signup
YesA 14-day trial starts at app.limy.ai/register with published tier prices, so no sales call is needed even though the main site offers only a demo CTA.Start free. Pay only when you're convinced. 14-day free trial. No charge until day 15, cancel anytime.limy.ai/lp/ai-visibility-tool

Not established: Prompt or credit allowance, Countries, How often it checks, Card required to start

23 sourced claims on this page. Checked 2026-09-03. How we check.

Filed under

ChatGPTClaudeCopilotGeminiPerplexity

Sources and updates

Answer-engine source observations0 of 4

0 of 4 collected answers have source URL/title annotations naming CitedIndex. These are the latest stored observations per engine, not current consumer-UI results. They do not measure product mentions or establish that a source supports a claim.

  • ChatGPTNot assessable — no source annotationsModel: gpt-4o-mini · Collected on · 0 source annotationsQuery: Limy alternatives
  • ClaudeNot assessable — no source annotationsModel: claude-haiku-4-5 · Collected on · 0 source annotationsQuery: Limy alternatives
  • GeminiCitedIndex domain not found in observed source annotationsModel: gemini-2.5-flash · Collected on · 22 source annotationsQuery: Limy alternativesOther source hosts (up to 6): orchly.ai, g2.com, slashdot.org, babylovegrowth.ai, getlatka.com, omr.com
  • PerplexityCitedIndex domain not found in observed source annotationsModel: sonar · Collected on · 20 source annotationsQuery: Limy alternativesOther source hosts (up to 6): elmohq.com, g2.com, orchly.ai, agentvisibilitytools.com, dictionary.cambridge.org, sourceforge.net

Updates2

  • Capabilities · Free tier · Price
  • Website

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The digestFree

Who's winning AI citations.

What we re-checked, what got added, and one number from the index. Tuesdays.

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