SOLUTION PATH

Audit content for AI search

A practical GEO audit tools path that keeps the method and evidence visible.

10 solutions

Start free

manual

Manual content evidence audit

Map target prompts to pages, then review whether each page contains clear entities, claims, evidence, and corroborating sources.

Best for: Page-level content gaps before automation.
Software cost: Free
Runtime / provider cost: Your time.
Setup effort: Medium
Maintenance effort: Low
Skill level: Beginner
License: Not applicable
Status: Verified
Data location: Your local notes or spreadsheet.
Limitation: It cannot manufacture original evidence or predict citations.
Source: Official source
Last checked: 2026-07-23

Last checked: 2026-07-23.

Official source →

Use open source

open source

AEO Platform

A local CLI for inspecting AEO-oriented content and technical signals without runtime service dependencies.

Best for: Local, repeatable checks in a developer workflow.
Software cost: Free open-source software
Runtime / provider cost: None for the local CLI.
Setup effort: Medium
Maintenance effort: Low
Skill level: Intermediate
License: MIT
Status: Verified
Data location: Your local machine.
Limitation: CLI output still needs human interpretation and remediation.
Source: Repository
Last checked: 2026-07-23

Last checked: 2026-07-23.

Repository →

open source

AEOrank

A CLI-oriented technical audit project for reviewing answer-engine optimization signals.

Best for: Developers adding repeatable audits to a local workflow.
Software cost: Free open-source software
Runtime / provider cost: None for local use.
Setup effort: Medium
Maintenance effort: Low
Skill level: Intermediate
License: MIT
Status: Verified
Data location: Your local machine.
Limitation: It does not establish whether a model will cite a page.
Source: Repository
Last checked: 2026-07-23

Last checked: 2026-07-23.

Repository →

open source

Aperture

An experimental self-hosted project for evaluating AI-search content opportunities.

Best for: Technical exploration rather than production-critical audits.
Software cost: Free open-source software
Runtime / provider cost: Hosting and any connected provider costs.
Setup effort: High
Maintenance effort: High
Skill level: Advanced
License: MIT
Status: Experimental
Data location: Your self-hosted deployment.
Limitation: Experimental until no-auth and unencrypted local-key limitations are addressed.
Source: Repository
Last checked: 2026-07-23

Last checked: 2026-07-23.

Repository →

Build the minimum

build

Build a content evidence audit

Extract page structure, entities, claims, and sources; map them to prompts; then report page-specific evidence gaps.

Best for: Teams that need a transparent content-review workflow.
Software cost: Your own code and hosting
Runtime / provider cost: Crawling, extraction, 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: It finds gaps but cannot create original facts or corroboration.
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

Geoptie

Prompt monitoring paired with content analysis and unlimited audit reports on public plans.

Best for: Budget-conscious audit workflows
Software cost: $41/mo annual effective
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: The displayed $41/mo is the annual effective rate ($490/year); monthly amount needs a separate check.
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

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

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 →

commercial

Writesonic

Visibility monitoring connected to site audits, content generation and a staged Action Center.

Best for: Small teams that need fixes after diagnosis
Software cost: $79/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 does not include Perplexity or Claude; sentiment and actions vary by tier.
Source: Official source
Last checked: 2026-07-15

Last checked: 2026-07-15.

Official source →

Choose GEO audit tools after mapping a target prompt to the page and evidence it should contain.