Everything AccuLLM measures

Features

Visibility, rank, sentiment, mentions, citations and the sources behind them, for every prompt you track in ChatGPT, AI Overviews and AI Mode.

The numbers behind your AI visibility

Core metrics

Shown as averages, counts or sums across engines, or per engine with the engine filter.

  1. Visibility

    0% or 100% per engine, depending on whether your brand appears in the answer. Averaged across engines and prompts.

  2. Rank

    Your position by order of mention among the competitors defined for your brand.

  3. Sentiment

    From 1 (least favourable) to 100 (most favourable), based on every snippet about your brand.

  4. Share of citations

    The percentage of all citations in your tracked prompts that go to your domain.

Built for SEOs who need answers about AI search

Features

Visibility and rank per prompt

See for each prompt and engine whether you are mentioned and in which order. Unfold a prompt for the result per engine and a snippet of the answer.

Sentiment analysis

Every mention and its context feed one score from 1 to 100 per answer, so you can spot reputation risks and measure how the LLMs describe you.

Sources and citations

Which domains and landing pages the LLMs cite, how often, and how early. Your own share of citations over time.

Competitor benchmarking

Competitors are seeded for you. Pin the ones that matter and compare visibility, rank, sentiment and share of brand mentions.

Prompt suggestions

Ready-made prompts for your brand, sorted by category and labelled with search intent. New suggestions are generated as you use them.

Web search rate

How often the LLMs searched the web to answer your prompts. When they did, you can influence the answer.

Tag cloud

Organize prompts with tags and folders by product, market or content type, and compare their performance side by side.

Dashboards and reporting

A customizable dashboard with KPIs and widgets, exports as image or CSV, and prompt reports in CSV, Excel or Google Sheets.

Part of AccuRanker

Workspaces, groups, user permissions, filtering, tagging, API access and the AccuRanker MCP for ChatGPT and Claude, shared with AccuRanker’s rank tracking.

Read every answer, with your brand highlighted

Prompt view

Every answer is stored. Open a prompt to read the full response from each engine, with the mentioned brands and the cited sources highlighted in the text.

  • Brands and sources highlighted in the answer
  • Your rank and sentiment for the prompt, per engine
  • History per engine, back to the day you added the prompt
The AccuLLM prompt view with brands and sources highlighted in an answer

Know whether you are gaining or losing ground

Share of voice

Share of brand mentions and share of citations show how much of the conversation you own compared with your competitors, and how that changes over time.

  • Share of brand mentions across your prompts
  • Share of citations for your domain
  • Top Proximity Score: how early you are mentioned
How the metrics are calculated
The share of brand mentions widget in AccuLLM

Ask for your AccuLLM data in ChatGPT and Claude

AccuRanker MCP

The AccuRanker MCP connects your AccuLLM data to AI assistants. Ask about visibility, sentiment, mentions and citations in plain language and get answers from your real data, inside the tools you already use.

  • Included in every AccuLLM plan
  • Read-only, following your login’s permissions
  • ChatGPT, Claude, Claude Code and other MCP-capable assistants
About the AccuRanker MCP

Tracked in every engine

LLM engines

ChatGPT

The most used AI assistant. Many answers are backed by a live web search.

AI assistants

Google AI Overviews

The generated answer above Google's organic results.

AI in Google Search

Google AI Mode

Google's conversational search, with follow-up questions instead of a results page.

AI in Google Search
Coming soon

Gemini

Google's AI assistant.

In development
Coming soon

Microsoft Copilot

Microsoft's AI assistant in Bing, Windows and Edge.

In development

See how AI answers talk about your brand

Request a demo and we will walk you through AccuLLM with your own brand, your prompts and your competitors.

Request a demoSee pricing