Find where AI models overlook your brand—and what to fix next.
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.
Run my first audit — $9
Private by default · 30-day answer retention
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%
OpenAI46%
Claude34%
Gemini31%
Grok39%
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.
Practical framework
Generative engine optimization without the hype
Build clearer entity signals, useful source material, and a repeatable measurement loop for AI search visibility.
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.
Checklist
Check technical AI readiness today
Run a free instant check for indexability, AI crawler access, schema, page signals, sitemaps, and llms.txt.
Commercial guide
Choose a ChatGPT SEO tool
Compare manual spot checks, continuous monitoring, and frozen evidence-linked benchmarks for ChatGPT visibility.
Comparison
Compare answer engine optimization tools
Six AEO platforms compared by monitoring model, evidence, cadence, workflow, and the tradeoffs to verify.
Workflow
AI search optimization, step by step
Connect technical access, entity clarity, answer-ready content, evidence, distribution, and repeatable measurement.
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.
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
Buy first benchmark — $9
Three benchmarks
Best value
$39
Baseline, implementation check, and final measurement.
3 complete benchmarks
Ten benchmarks
$99
Flexible capacity for consultants and agencies.
10 complete benchmarks
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.
Need details first? Read the FAQ.
Run my first audit — $9