AI Search & GEO Tools

Where AI Ranks You vs Competitors (Per Engine)

Position by engine when AI answers about your category. Live demo with Lumos's own data.

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AI Citation Source Tracker: Which Sites AI Cites About You

See the exact domains AI engines cite when they answer questions about your brand. Your PR target list, generated automatically.

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AI Search Queries Your LLM Fires Mid-Answer

See the exact web queries ChatGPT, Claude, and Gemini fire mid-answer about your category. Pure buyer intent — the new keyword research.

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AI Visibility Score for Your Brand: Daily, All Engines

Daily visibility score across ChatGPT, Gemini, Claude, and Perplexity. The single number Lumos updates every day.

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Brand Mention Tracker in ChatGPT

Daily mention tracking for your brand inside ChatGPT. The Lumos ChatGPT slice — score, trend, top prompts.

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Brand Mention Tracker in Claude

Daily mention tracking for your brand inside Claude. The Lumos Claude slice — score, trend, top prompts.

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Brand Mention Tracker in Google Gemini

Daily mention tracking for your brand inside Gemini. The Lumos Gemini slice — score, trend, top prompts.

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Brand Mention Tracker in Perplexity

Daily mention tracking for your brand inside Perplexity. The Lumos Perplexity slice — score, trend, top prompts.

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AI Brand Sentiment Tracker: Across All Engines

Daily positive/neutral/negative sentiment with topic-level themes. Surfaces complaints buried in long AI answers.

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Citation Gap Finder: Where Competitors Get Cited and You Don't

The publications AI engines cite about competitors but never about you. Your prioritized PR backlog.

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AI Position Distribution: #1, Top-3, Top-10 or Buried

Where AI cites you on every prompt across every model. Lumos tracks rank position daily.

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Head-to-Head Win Rate Matrix vs Competitors

Win, tie, or lose every category prompt against each competitor. The Lumos head-to-head matrix, rendered on real prompts.

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Multi-LLM Brand Visibility Comparison

One dashboard, four engines. See ChatGPT, Gemini, Claude, and Perplexity side by side, refreshed daily by Lumos.

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Share of Voice by Funnel Stage (Awareness / Consideration / Decision)

Break AI share-of-voice across the buyer journey. See where you're winning and where competitors run the table.

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AI Crawler Access Tester: The Same Test Lumos Runs on Every Page Weekly

Real-time bot access test — the same one Lumos runs on your whole site weekly.

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48-Hour AI Visibility Audit Report

Full audit covering bot access, schema, page citability — delivered in 48 hours.

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Page Citability Score: Every Page on Your Site

Score 0-100 per page with prioritized fixes. Lumos audits every URL on your site weekly.

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AI-Citable Article Outline: Generated by Lumos's Content Agent

The same outline structure Lumos's content agent produces for paying customers. Optimized for AI citation.

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AI FAQ Generator: Citation-Ready Q&A from Any URL

Generate FAQPage schema + Q&A that AI engines actually extract. Built by Lumos's content agent.

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AI-Friendly Title Tag Generator: Lumos Content Agent

Title variants ranked by predicted AI citation likelihood. Same scoring Lumos uses internally.

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AI Content Gap Identifier: Topics Competitors Win, You Miss

Find the AI-cited topics your competitors own and you don't. Lumos turns the gap into a content brief in one click.

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Meta Description Optimizer: for AI Snippet Extraction

Descriptions tuned for AI engines to quote, all within 25-160 chars. By Lumos's content agent.

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Weekly GEO Backlog: Prioritized Fixes for AI Visibility

Every Monday, Lumos generates a ranked backlog of the fixes that will most lift your AI visibility this week. No more guessing what to ship.

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Connect GSC to Find Your AI Visibility Gaps

Merge Google Search Console data with Lumos's AI visibility to find pages ranking on Google but missing from AI answers.

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Auto-Built Competitor Profiles for AI Search

Lumos auto-builds each competitor's AI profile: visibility score, cited sources, themes, and the fact gaps you can exploit.

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Lumos vs Brandwatch: AI Visibility vs Social Listening

How Lumos and Brandwatch differ — and why most brands now need both.

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Lumos vs Dageno: Which GEO Platform Fits Brands in 2026?

An honest, side-by-side comparison of Lumos and Dageno for tracking and improving brand visibility in AI answers.

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Lumos vs Meltwater: AI Visibility vs Media Monitoring

How Lumos and Meltwater differ — and why the AI search channel sits outside Meltwater's coverage.

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Lumos vs Otterly: Which GEO Platform Fits Brands in 2026?

An honest, side-by-side comparison of Lumos and Otterly.ai for tracking and improving brand visibility in AI answers.

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Lumos vs Peec AI: Which GEO Platform Fits Brands in 2026?

An honest, side-by-side comparison of Lumos and Peec AI for tracking and improving brand visibility in AI answers.

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Lumos vs Profound: Which GEO Platform Fits Brands in 2026?

An honest, side-by-side comparison of Lumos and Profound for tracking and improving brand visibility in AI answers.

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Connect Lumos to ChatGPT via MCP: Live AI Visibility Data

Pipe your live AI visibility data into ChatGPT with the Lumos MCP server.

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Connect Lumos to Claude via MCP: Native MCP AI Visibility

Pipe your live AI visibility data into Claude with the Lumos MCP server — native MCP support.

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Connect Lumos to Gemini via MCP: Live AI Visibility Stream

Pipe your live AI visibility data into Gemini with the Lumos MCP server.

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Connect Lumos to Google Search Console: GSC + AI Visibility

Merge GSC click data with AI visibility scores to find the pages where Google traffic and AI citations both fall short.

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Connect Lumos to Slack: Weekly AI Visibility Digest

Get the Lumos weekly AI visibility digest in your Slack channel every Monday. No more logging in to check.

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