AI Visibility Monitor

What is AI Visibility Monitor?

AI Visibility Monitor, or AVM, is a free command-line tool from Work Smart AI. It takes the questions your buyers might ask AI assistants and runs them against ChatGPT, Claude and Perplexity using your own API keys. Instead of only reporting whether you are cited, it scores neighboring queries the authors believe you could realistically win within a couple of months, shows which competitors own the citation on each query, and classifies which kinds of sources drive citations in your category, such as press, blogs, forums or communities. It also tracks visibility week over week, and Google Search Console is among the topics the repo lists. Everything runs locally and the data stays with you. It is MIT licensed and written in Python, so it suits technically comfortable marketers and developers.

Use cases

• Check if AI assistants cite your brand
• Find buyer queries you could win next
• See which competitors own AI citations
• Track AI visibility week over week
• Decide what content to publish next

Who it's for

• SEO specialists
• Technical marketers
• Python developers
• Content strategists

Why use AI Visibility Monitor

• Open source with no signup, so there is no extra subscription for monitoring AI citations.
• Runs on your own keys and keeps results on your machine, which suits teams wary of sharing data.
• Goes beyond a cited-or-not check by pointing at queries to target and the content formats that earn citations.
• One command covers three assistants, which saves repeating manual checks.

AI Visibility Monitor features

• Runs the same queries across ChatGPT, Claude and Perplexity in one command
• Scores adjacent queries that look winnable in a 30 to 60 day window
• Shows top competitors per query
• Classifies citation surfaces such as press, blog, forum and community
• Weekly trajectory tracking of visibility
• Terminal output designed for quick reading

How to get started with AI Visibility Monitor

1. Install the Python package from the GitHub repository on a machine with Python 3.10 or newer.
2. Add API keys for the assistants you want to query and list your buyer queries.
3. Run the monitor and read the terminal report showing which queries cite you and which competitors appear.
4. Repeat weekly to track visibility over time and pick the next queries and content to work on.

AI Visibility Monitor limitations

• Command-line only, so some technical comfort is needed
• You supply API keys and pay the model providers for usage
• Requires Python 3.10 or newer

AI Visibility Monitor pricing

AI Visibility Monitor is open source, so you can use and self-host it for free.

Prices can change and may vary by country or exclude tax. Check the official pricing page.

AI Visibility Monitor alternatives

The main AI Visibility Monitor alternatives listed on Debuly are Cited By AI, PromptEden, MarketMuse, Parse, Brandwatch and Clearscope. The table compares pricing and platforms; order is A–Z.

1. 

   Brandwatch

   Social listening, consumer research, social media management and influencer marketing suite for brand, PR and research teams.

   Marketing and SEOResearch and searchProductivity
   Contact salesVisit Brandwatch (official site)
2. CB

   Cited By AI

   UK AI search visibility service that audits whether ChatGPT, Perplexity, Gemini, Claude and Copilot cite your brand, and fixes the gaps.

   Marketing and SEOResearch and searchWriting
   PaidVisit Cited By AI (official site)
3. 

   Clearscope

   SEO content optimization platform with keyword research, term-based drafting and tracking of how your brand shows up in AI answers.

   Marketing and SEOWritingResearch and search
   Free trialVisit Clearscope (official site)
4. 

   MarketMuse

   AI content planning and optimization software that audits your site's topic coverage, builds content briefs and scores drafts for SEO.

   Marketing and SEOWritingResearch and search
   FreemiumVisit MarketMuse (official site)
5. 

   Parse

   AI visibility tracker that shows how often ChatGPT and Google AI Mode mention your brand, and what to do to be mentioned more.

   Marketing and SEOResearch and search
   FreemiumVisit Parse (official site)
6. 

   PromptEden

   AI visibility tracker and content tool that monitors brand mentions in ChatGPT, Claude and Gemini and drafts articles with Eden.

   Marketing and SEOWritingResearch and search
   PaidVisit PromptEden (official site)

AI Visibility Monitor FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from work-smart.ai · fetched 23 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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