The field guide to becoming recommendable in AI answers.
Start with measurement, investigate the competitor and source gap, then repair the evidence. Every guide states what is known, what is observed, and where our judgment begins.
Core methodology
Source-of-truth guides, one diagnostic chain.
These pages form the operating system behind the audit. Read them in order for a complete method or jump directly to the failure you see.
Do not begin with content.
Begin with a controlled prompt set and a source-level diagnosis. Otherwise the team can spend a quarter publishing pages that never address the reason a competitor was recommended.
Run the free baselineProof assets
Tools and examples that make the method tangible.
These pages are not filler. They answer the buyer's practical questions: what the report looks like, how scoring works, and how large the gap is before you pay for a full report.
Sample report
A public report walkthrough with score, prompt rows, source map, errors, and fixes.
Score calculator
A directional estimator for deciding whether a full audit is worth running.
Audit cost calculator
Estimate prompt, platform, source-review, and reporting scope before buying or quoting an audit.
AI share of voice calculator
Calculate your brand's mention share against competitors across the same buyer prompt set.
ChatGPT visibility calculator
Score a ChatGPT prompt test by recommendation rate, source exposure, repeatability, and factual risk.
Solve the exact problem
Practical guides for the decision in front of you.
Choose the job you need to complete: package the service, check a platform, diagnose an omission, measure change, ship the repair, or buy the right level of help.
Agencies
1 focused guides
Tools
3 focused guides
ChatGPT Brand Visibility Checker: Test Your Brand
Check ChatGPT brand visibility with buyer-intent prompts, recommendation roles, source evidence, competitor comparisons, factual accuracy, and repeat tests.
Google AI Mode Visibility Checker: What to Measure
Measure Google AI Mode visibility with decision prompts, cited links, brand recommendations, Search eligibility checks, source gaps, and honest reporting limits.
AI Search Competitor Analysis Tool: What to Compare
Use an AI search competitor analysis to compare shortlist presence, recommendation reasons, cited sources, public proof, entity accuracy, and fix opportunities.
Diagnosis
1 focused guides
Measurement
1 focused guides
Services
3 focused guides
AI Visibility Audit Cost: Pricing and Scope Guide
Understand AI visibility audit pricing by prompt and market scope, platforms, repeats, human review, source diagnosis, reporting, and fix-plan depth.
AI Visibility Audit vs Monitoring: Which Do You Need?
Choose between an AI visibility audit and monitoring based on whether you need a baseline diagnosis, implementation feedback, change detection, or risk control.
AI Visibility Audit Deliverables: Complete Checklist
Use a complete deliverables checklist for methodology, prompt evidence, scorecards, competitor analysis, source gaps, errors, fixes, and handoff.
Buyer objections
The questions dashboards tend to avoid.
Method, synthetic prompts, pricing, execution, crawler evidence, and attribution determine whether AI visibility data is useful.
Industry playbooks
The prompt set changes with the market.
AI Visibility Audit for B2B SaaS
A B2B SaaS AI visibility audit playbook for use-case prompts, product truth, comparison evidence, review sources, integrations, and pipeline measurement.
PlaybookAI Visibility Audit for Law Firms
A law firm AI visibility audit framework for practice-area prompts, jurisdictions, attorney entities, directories, review evidence, and advertising accuracy.
PlaybookAI Visibility Audit for Dentists
A dental practice AI visibility audit for local treatment prompts, practitioner entities, insurance facts, reviews, directories, accuracy, and patient privacy.
PlaybookAI Visibility Audits for SEO Agencies
An agency operating model for white-label AI visibility audits, prompt governance, evidence review, source repairs, reporting, and monthly client delivery.