AI visibility audit · Four web-grounded models

Find where AI models overlook your brand—and what to fix next.

A $9 AI visibility audit across OpenAI, Claude, Gemini, and Grok: missed buyer questions, competitors shown instead, sources models trust, and five evidence-backed actions—no subscription.

Private by default · 30-day answer retention

Sample report showing visibility, missed questions, competitors, sources, and recommended actions

A real deliverable, before you buy

Metrics, missed questions, sources, and five next actions.

Live evidence

Example benchmark

Northstar analytics

Complete

Discovery visibility

38%

91% coverage

Owned citations

24%

73 eligible

Model visibility0–100%
OpenAI
46%
Claude
34%
Gemini
31%
Grok
39%
Every metric and recommendation links back to stored evidence.

OpenAI

GPT-5.4 mini · Native web search

Claude

Claude Sonnet 4.6 · Native web search

Gemini

Gemini 3.1 Flash Lite · Google Search

Grok

Grok 4.5 · Native web search

Know what you receive

A client-ready audit, not another monitoring dashboard.

Open the complete sample report

25 buyer questions

Four web-grounded providers

Competitor comparison

Answer and citation evidence

Five prioritized actions

PDF and CSV exports

The benchmark

A defensible answer to “are we visible?”

The shared test uses 20 neutral discovery questions that avoid planting your name in the prompt, plus 5 diagnostic questions that ask directly. Each model receives the identical 25-question set, making the 100 planned provider answers a directional comparison.

See definitions, eligibility, and limitations
01

Visibility

How often your brand appears in neutral discovery answers.

02

Prominence

Whether you lead the answer, make a shortlist, or appear incidentally.

03

Share of voice

Your answer-level mentions compared with selected competitors.

04

Citations

How often eligible answers cite your claimed domain.

Grounding required

A response without valid web sources is excluded from scoring and remains visible in coverage.

Evidence becomes action

See the buyer questions you missed, who appeared instead, which sources recur, and what page or third-party mention is likely needed.

Same frozen test

All four models receive the same 25 questions, locale, and prompt version; the run freezes its timestamp with the results.

Guide

What AI visibility means—and how to measure it

Learn the difference between mentions, prominence, competitor share of voice, citations, and coverage in AI-generated answers.

Read the AI visibility guide

Practical framework

Generative engine optimization without the hype

Build clearer entity signals, useful source material, and a repeatable measurement loop for AI search visibility.

Read the GEO guide

Guide

Answer engine optimization, explained

How AEO differs from SEO and GEO, the practices that earn citations, and how to tell whether any of it worked.

Read the AEO guide

Checklist

Check technical AI readiness today

Run a free instant check for indexability, AI crawler access, schema, page signals, sitemaps, and llms.txt.

Run the free checker

Commercial guide

Choose a ChatGPT SEO tool

Compare manual spot checks, continuous monitoring, and frozen evidence-linked benchmarks for ChatGPT visibility.

Explore the ChatGPT SEO tool

Comparison

Compare answer engine optimization tools

Six AEO platforms compared by monitoring model, evidence, cadence, workflow, and the tradeoffs to verify.

Compare AEO tools

Workflow

AI search optimization, step by step

Connect technical access, entity clarity, answer-ready content, evidence, distribution, and repeatable measurement.

Read the practical guide

Comparison

Choose the right AI SEO tool

Compare monitoring, large-scale research, enterprise suites, and fixed evidence-linked benchmarks by the job each one does.

Compare AI SEO tools

Simple, prepaid pricing

One credit. One complete benchmark.

No subscription, seat fees, or provider add-ons. Every run includes the audit, evidence, prioritized action plan, and exports.

First benchmark

$9

A complete first benchmark at the launch price.

1 complete benchmark

Choose package

Three benchmarks

Best value

$39

Baseline, implementation check, and final measurement.

3 complete benchmarks

Choose package

Ten benchmarks

$99

Flexible capacity for consultants and agencies.

10 complete benchmarks

Choose package

Introductory price is limited to the first purchase. Credits are valid for 12 months. Normal single-benchmark price after the introductory purchase is $15. Taxes may apply.

Prepaid, not a subscription

Buy one run. Review 30 days of evidence.

Packages start at $9. Stripe confirms the price and applicable taxes before payment.

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