SOLUTION PATH

Measure AI visibility

A practical AI visibility tools path that keeps the method and evidence visible.

14 solutions

Start free

manual

Manual visibility baseline

Run a fixed prompt set in the same market and record mentions, links, and citations in a dated spreadsheet.

Best for: A first baseline before buying or building anything.
Software cost: Free
Runtime / provider cost: Your time and any model subscriptions already used.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Your local spreadsheet or workspace.
Limitation: A single answer is not a ranking or traffic guarantee.
Source: Official source
Last checked: 2026-07-23

Last checked: 2026-07-23.

Official source →

Use open source

open source

Elmo

A self-hosted monitoring platform for tracking brand visibility across AI search experiences.

Best for: Teams that can run a Docker Compose stack.
Software cost: Free open-source software
Runtime / provider cost: Hosting and any connected provider costs.
Setup effort: High
Maintenance effort: Medium
Skill level: Advanced
License: MIT
Status: Verified
Data location: Your self-hosted deployment.
Limitation: Requires self-hosting and operating the connected services.
Source: Repository
Last checked: 2026-07-23

Last checked: 2026-07-23.

Repository →

open source

GEO/AEO Tracker

A feature-rich self-hosted tracker for visibility and citations across answer engines.

Best for: Technical users who accept external-service operating costs.
Software cost: Free open-source software
Runtime / provider cost: Bright Data and model-provider costs.
Setup effort: High
Maintenance effort: Medium
Skill level: Advanced
License: MIT
Status: Verified
Data location: Your self-hosted deployment and connected providers.
Limitation: Requires paid Bright Data and model-provider accounts for full operation.
Source: Repository
Last checked: 2026-07-23

Last checked: 2026-07-23.

Repository →

open source

OneGlanse

A self-hosted product interface for collecting and reviewing AI search visibility checks.

Best for: Users willing to operate browser-based collection.
Software cost: Free open-source software
Runtime / provider cost: Hosting and any model or browser-service costs.
Setup effort: High
Maintenance effort: High
Skill level: Advanced
License: MIT
Status: Verified
Data location: Your self-hosted deployment.
Limitation: Browser authentication and automation require ongoing maintenance.
Source: Repository
Last checked: 2026-07-23

Last checked: 2026-07-23.

Repository →

Build the minimum

build

Build a minimum visibility monitor

Store a versioned prompt set, collect responses, normalize JSON, extract mentions and citations, and compare dated runs.

Best for: Teams that need transparent sampling and data ownership.
Software cost: Your own code and hosting
Runtime / provider cost: Provider, browser collection, and storage costs.
Setup effort: High
Maintenance effort: Medium
Skill level: Advanced
License: Not applicable
Status: Verified
Data location: Your chosen storage and report output.
Limitation: Provider terms, rate limits, and answer drift require consistent sampling.
Source: Guide
Last checked: 2026-07-23

Last checked: 2026-07-23.

Guide →

Paid shortcuts

Optional vendor-hosted shortcuts after you understand the free and self-directed path.

commercial

Ahrefs Brand Radar

Large prompt-index research across AI answers, citations and the channels that influence them.

Best for: Research-heavy visibility benchmarking
Software cost: $199/mo per index
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: AI chatbot index updates about monthly; Grok collection is temporarily paused.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

LLMrefs

Higher prompt capacity with weekly visibility reports, citations, geo-targeting and API access.

Best for: Small teams needing many engines
Software cost: $79/mo
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Default reporting is weekly; the vendor terms make no accuracy warranty.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

Mangools AI Search Grader

A free one-off brand visibility check across a broad set of AI models.

Best for: First-time baseline and education
Software cost: Free
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Snapshot only; history, location, API and team features are not confirmed.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

OtterlyAI

A low-friction daily visibility monitor with a URL audit layer and multi-country support.

Best for: Solo marketers and small teams
Software cost: $29/mo Lite
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: AI Mode, Gemini and Claude are add-ons; Lite has one workspace.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

Peec AI

Multi-project visibility tracking with prompt, competitor, country and reporting controls.

Best for: Teams and agencies with multiple projects
Software cost: Price not publicly verified
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Live pricing page exposes limits but not self-serve amounts; API is enterprise-confirmed.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

Profound

Structured answer-engine monitoring with prompt volumes, citations and AI-sourced traffic attribution.

Best for: Enterprise baseline + attribution
Software cost: $99/mo annual
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Starter tracks ChatGPT only; enterprise pricing is custom.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

Scrunch

Prompt, citation, page audit and agent traffic monitoring with an enterprise AXP layer.

Best for: Enterprise and agency programs
Software cost: $250/mo annual
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Enterprise API and SSO are not included in Starter; AXP is a separate capability.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

SE Ranking AI Search

AI search visibility add-on for teams already running rank tracking, audits and client reporting.

Best for: SEO teams and agencies
Software cost: $71.20/mo annual
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Gemini appears on the product checker but not the add-on pricing list; plan coverage needs checkout verification.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

commercial

Semrush AI Visibility

Single-domain visibility reports, competitor research and an AI readiness audit inside Semrush.

Best for: One-domain growth teams
Software cost: $99/mo per domain
Runtime / provider cost: Included in the listed plan unless the vendor states otherwise.
Setup effort: Low
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Vendor-hosted service.
Limitation: Billed per domain; custom prompt limit is 25 on the Base tier.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

Use the same prompts and market before comparing AI visibility tools or an AI brand monitoring workflow.