Platform features

Everything you need
for AI Visibility

LLMReader is a complete platform for monitoring your brand visibility across AI models. From automated monitoring through analytics to PDF reports — everything in one place.

Create account Changelog
8
AI Models
7
Platform modules
5s
PDF report generation
PL/EN
/DE/FR
Interface languages
AI Monitoring
Automated brand visibility monitoring in AI models

Set your questions once — the platform queries AI models automatically, detects your brand mention and calculates a Visibility Score for each response.

Visibility Score — one metric, the full picture

A composite 0–100% metric calculated from three AI signals: whether the brand is mentioned, whether the domain is cited as a source, and how it fares in terms of sentiment and position. One number tells more than five separate metrics.

  • Brand mention in AI response — weight 50%
  • Domain citation as a source — weight 30%
  • Sentiment, position and organic signals — weight 20%
  • Trend: comparison with previous 14 days
Visibility per model
ChatGPT
82%
Gemini
94%
Claude
45%
Perplexity
78%
AI Overviews
76%
Avg. Visibility Score
67.5%
Supported AI models
ChatGPT (OpenAI GPT-4o)
Gemini (Google 2.0)
Claude (Anthropic)
Perplexity AI
Google AI Overviews
Grok (xAI)
DeepSeek
Microsoft Copilot
Brand Manager
Define your brand once — the platform automatically detects it in every AI response, even if it appears as an alias or variant.
  • Multiple brand keywords and aliases
  • Multiple domains for citation tracking
  • Case-insensitive brand detection
Prompt Manager
Organize your questions to AI models into categories and sales funnel stages. The platform automatically classifies the intent of each prompt.
  • Categories and funnel stages (ToFu/MoFu/BoFu)
  • AI intent classification (informational / comparative / transactional)
  • Response consistency (stable / variable / unstable)
  • CSV import and export
Competitor Analysis
For each AI response, detect which competitors are mentioned and in what tone — without manually reading responses.
  • Competitor mention detection per response
  • Competitor sentiment (positive / neutral / negative)
  • "First mention" indicator — who is mentioned first
Citations & Sources
Track which domains AI models point to as sources. Know exactly whether your domain is cited and at what position.
  • Domain citation detection in responses
  • Citation position (#1, #2–3, #4+)
  • Ranking of most frequently cited domains
  • Citation history over time
Google AI Overviews (AIO)
Google SERP monitoring — check whether Google displays an AI Overview for your queries and whether your brand is mentioned in it.
  • AI Overview presence detection in SERP
  • Brand mention detection in AIO content
  • Featured Snippet / Answer Box detection
  • Organic Top10 position for the same queries
Google SERP API
Schedule & History
Monitoring runs automatically. Every run is saved — you can go back to any day and see what AI models said then.
  • Automatic scheduler (configurable interval)
  • Full response history with date and time
  • Browse raw model responses
  • Filter by model, prompt, period
Analytics
Deep brand visibility analytics

Cross-section data from multiple perspectives — trends, matrices, rankings and Share of Voice. Each view offers a different angle on the same reality.

Main Dashboard
One glance at key KPIs: visibility trend (current 14 days vs previous 14 days), brand mention, domain citation, activity per model.
  • Visibility trend chart with period comparison
  • KPI cards with metric explanation tooltips
  • Statistics per AI model
  • Recent monitoring runs
Visibility Report
Detailed report for a selected period with comparison to the previous one — the baseline view for monthly analysis and client reporting.
  • KPIs for period (30/14/7 days, custom)
  • Comparison with the previous equivalent period
  • Model table with Visibility Score progress bars
  • Top prompts (highest and lowest score)
  • Visibility Score formula explanation
Visibility Matrix
Model × Prompt table as a heat map. Instantly visible gaps — prompts where no model mentions the brand.
  • Colors from red (0%) to green (100%)
  • Sorting by model or prompts
  • CSV export
Prompt Ranking
List of prompts sorted by average Visibility Score. Know which questions are strong and which require content work.
  • Score per prompt (avg across all models)
  • 7-day trend per prompt
  • Response consistency indicator (stable/variable/unstable)
  • Filter by category and model
Share of Voice (SoV)
Percentage of AI responses in which the brand appears vs competitors — per prompt individually and aggregated.
  • Daily chart (last N days)
  • Per-prompt breakdown with SoV percentage
  • % "Recommended brand" (positive sentiment on mention)
  • % "First mention" (brand mentioned first)
  • Competitor sentiment with icons
GSC × AI Correlation
Import data from Google Search Console and correlate with AI monitoring data. Identify opportunities (high Google clicks, low AI visibility) and synergies.
  • CSV import from Google Search Console
  • GSC query matching to AI prompts
  • GSC Clicks vs AI Visibility Score chart
  • Categorization: opportunities, synergies, gaps
CSV Import
GEO Recommendations
AI-first SEO — Generative Engine Optimization

GEO is content optimization not for traditional Google results, but for AI models. The platform generates prioritized recommendations and a complete implementation guide.

Prioritized Recommendations
Action items divided into HIGH / MEDIUM / LOW priority, automatically generated from monitoring data.
  • 7-day Visibility Score trend
  • Recommendation breakdown per AI model
  • Facts Score — brand fact accuracy
  • Sentiment rules (when to amplify positive tone)
Complete GEO Guide
6-section accordion with a practical implementation guide — from content strategy to technical details.
  • Content strategy for AI Search (formats, Q&A, FAQ)
  • Structured data JSON-LD and Schema Markup
  • E-E-A-T — authorities and trust signals
  • Building citations per model (Perplexity→Bing, Gemini→Knowledge Graph)
  • Technical optimization (llms.txt, robots.txt for AI bots)
  • Results interpretation (what to do at each score level)
Per-model Citation Strategies
Each AI model has different data sources. The platform shows where to build authority for a specific model:
Perplexity
Bing Web Index, Wikipedia, Reddit, citations by other sites
Gemini
Google Knowledge Graph, Google Business Profile, Google Discover
ChatGPT
Bing, training data, web plugins, Bing Citations
AI Overviews
Google Core, E-E-A-T, Featured Snippet, domain authority
Reports
White-label PDF reports for clients

One click — a full PDF report with the client's logo. No data copying, no PowerPoint formatting.

PDF Report (White-label)
One click — 5 seconds — ready PDF with client logo. No PowerPoint, no data copying, no server-side rendering. Generated directly in the browser and ready to send to the client.
  • Client logo in the header
  • KPIs for selected period with comparison
  • Model table with progress bars
  • Share of Voice, top prompts
  • Visibility Score methodology explanation
CSV Export
Download raw data from any analytical view for further analysis in Excel or Google Sheets.
  • Response export (raw run data)
  • Prompt export with categories
  • Prompt ranking export
  • SoV per prompt export
Client Portal
Simplified view for the "client" role — the agency's client logs in separately and sees only their project, without access to configuration.
  • Separate account with "client" role
  • Simplified dashboard with KPIs
  • Visibility trend chart
  • Model table and top prompts
Experiments
A/B prompt testing and brand facts audit

Check whether changing wording in a question changes the model's response. Verify whether AI correctly describes facts about your brand.

A/B Experiments
Compare two prompt variants (e.g., with/without keyword, with/without brand name) on the same set of AI models.
  • Define Variant A vs Variant B prompt
  • Run on all active models
  • Win-rate and average Visibility Score per variant
  • Experiment history
Brand Facts Audit
Define key facts about your brand (founding year, number of clients, main function) and check whether AI models reproduce them correctly.
  • Brand facts database (key: value)
  • Automatic verification per AI response
  • Facts Score (% correct facts) per prompt
  • Detection of incorrect or missing facts
Integrations & alerts
Notifications when visibility drops

Set alert thresholds — when the Visibility Score drops below a value or the brand disappears from model responses for N consecutive runs, you get notified immediately.

Instant Alert
When something important changes — you get a message on your chosen channel within minutes of detection.
  • Visibility Score threshold (e.g., alert when < 50%)
  • Alert when brand disappears for N consecutive runs
  • Alert on sentiment change
Weekly Digest
Every Monday morning — weekly summary: top rises, top drops, competitor activity. Zero unnecessary noise.
  • Top Visibility Score rises and drops
  • New competitor mentions
  • Domain citation changes
Webhook Integrations
One webhook URL — one test click — done. Works with Slack, Microsoft Teams and Discord without any coding.
  • Slack (Incoming Webhooks)
  • Microsoft Teams (Power Automate / connector)
  • Discord (Webhook)
  • Separate URL for alerts and digests or one for everything
Management
Agency platform — multiple clients, one console

Architecture designed for agencies and freelancers managing multiple brands. Each client has a separate data space, prompts and model configuration.

Multi-client
Unlimited number of clients in one panel. Switch between projects without logging out.
  • Unlimited number of clients (projects)
  • Separate prompt database per client
  • Separate monitoring schedules
  • Separate active AI model settings per client
Roles & Permissions
The role system ensures the appropriate access level for each user — from platform administrator to client with limited view.
  • Admin — full access to all clients and configuration
  • User — access to assigned clients
  • Client — simplified portal with own dashboard
Multilingual Interface
Platform interface available in four languages — for agencies serving clients from different markets.
  • Polish (PL) — default
  • English (EN)
  • German (DE)
  • French (FR)
  • Session language switcher (no re-login required)
Active AI Model Selection
The platform provides access to all AI models — you decide which ones to activate for each client. Zero key configuration on your side.
  • ChatGPT (GPT-4o) + Perplexity
  • Google Gemini + AI Overviews
  • Anthropic Claude
  • Grok (xAI) + DeepSeek
  • Microsoft Copilot
  • Activation / deactivation per client

Ready to monitor your brand in AI?

Create an account and start tracking your brand visibility across 8 AI models today. No card — first run in minutes.

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