EntityMap — FreeSOVgenerator draft

FreeSOV (FreeSOV AI SOV Tracker)

SoftwareProduct

A free AI share-of-voice tracking tool that measures how often ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews cite, mention, and rank a brand. Users bring their own LLM or DataForSEO API keys.

• INCLUDES → Visibility Score
• INCLUDES → Citation and Mention Share
• INCLUDES → Query Fan-out
• INCLUDES → Competitor Auto-discovery
• INCLUDES → Sentiment Scoring
• INCLUDES → Per-source Cost Tracking
• DEPENDS_ON → DataForSEO
• TRACKS → ChatGPT
• TRACKS → Claude
• TRACKS → Gemini
• TRACKS → Perplexity
• TRACKS → Google AI Overviews

FreeSOV tracks how often ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews cite, mention, and rank you - and which sub-queries they fan your prompts out into. Free. Just bring your own LLM model and/or DataForSEO API keys.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Everything you need to measure AI search visibility. One dashboard. Five AI surfaces. Daily, weekly, or on-demand tracking. From signup to first report in under 10 minutes.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

AI Share of Voice (AI SOV)

Concept

A visibility metric measuring how present a brand is across AI answer surfaces relative to competitors - how often AI systems cite, mention, or rank it in generated answers.

Free AI share of voice tool. FreeSOV tracks how often ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews cite, mention, and rank you across AI search surfaces.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Visibility Score

Metric

FreeSOV's single rolling metric: the percentage of AI executions in which a brand appeared, trendable daily and comparable month over month.

• MEASURES → AI Share of Voice

A single rolling metric - the % of AI executions where your brand appeared. Trend it daily, compare it to last month.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Citation and Mention Share

Metric

Per-source breakdowns of how often a brand is cited as a source versus mentioned by name across AI surfaces, including where competitors rank higher.

• MEASURES → AI Share of Voice

Per-source breakdowns of how often you're cited as a source vs. mentioned by name - and where competitors edge you out.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Query Fan-out

Concept

The set of sub-queries an LLM internally rephrases a prompt into before answering. FreeSOV surfaces these along with the topics and keywords AI mentions most.

See the sub-queries each LLM internally rephrases your prompt into. See what topics/keywords AI mentions the most in answers.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Competitor Auto-discovery

Methodology

A method that logs every non-brand citation as a competitor with a times-seen counter, removing the need to maintain a manual competitor list.

Every non-brand citation gets logged as a competitor with a "times seen" counter - no manual list to maintain.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Sentiment Scoring

Methodology

Scoring of each brand mention as positive, neutral, or negative so publishers can detect when the tone of an AI answer is working against them.

Each brand mention is scored positive / neutral / negative so you can spot when the tone of the AI's answer is working against you.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Per-source Cost Tracking

Methodology

Attribution of daily API spend to whoever bills the user - DataForSEO versus direct OpenAI, Anthropic, Google, or Perplexity keys.

Daily API spend attributed to whoever bills you - DataForSEO vs. your direct OpenAI / Anthropic / Google / Perplexity keys.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

ChatGPT

SoftwareProduct

OpenAI's conversational AI assistant. FreeSOV queries it via the OpenAI Responses API or DataForSEO LLM to measure brand visibility.

• PRODUCED_BY → OpenAI

ChatGPT is tracked through the OpenAI Responses API or DataForSEO LLM.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Claude

SoftwareProduct

Anthropic's AI assistant. FreeSOV queries it via the Anthropic Messages API or DataForSEO LLM to measure brand visibility.

• PRODUCED_BY → Anthropic

Claude is tracked through the Anthropic Messages API or DataForSEO LLM.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Gemini

SoftwareProduct

Google's AI assistant. FreeSOV queries it via the Google generative-language API or DataForSEO LLM to measure brand visibility.

• PRODUCED_BY → Google

Gemini is tracked through the Google generative-language API or DataForSEO LLM.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Perplexity

SoftwareProduct

An AI answer engine. FreeSOV queries it via the Perplexity API or DataForSEO LLM to measure brand visibility.

• PRODUCED_BY → Perplexity AI

Perplexity is tracked through the Perplexity API or DataForSEO LLM.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

Google AI Overviews

SoftwareProduct

Google's AI-generated answers shown above search results. FreeSOV tracks brand appearance in them using DataForSEO SERP data.

• PRODUCED_BY → Google

Google AI Overview is tracked through DataForSEO SERP data.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV

DataForSEO

Service

A third-party data API that FreeSOV can use to run SERP and LLM queries across all five AI surfaces as an alternative to direct provider keys.

FreeSOV can call DataForSEO SERP for Google AI Overviews and DataForSEO LLM for ChatGPT, Claude, Gemini, and Perplexity - or use your direct provider keys instead.

FreeSOV - Bring your own API key AI SOV Tracking - published by FreeSOV