AI Brand Visibility Index (LVI)
0–100. How often AI names you.
47At risk
When buyers ask ChatGPT, who gets named?
AI visibility audit & fix-it engine · 20 specialist categories
WhenbuyersaskChatGPT,whogetsnamed?
Free 2-minute audit. Find what's missing. Get recommended by AI.
No email required to start · Public web and LLM answers only
$0 free auditScore, rank & verbatim answers
From $10/moFix-It pages & weekly re-audits
N = 812 audits · 2 AI models · 20 categories
The method
Three steps. Zero setup.
- STEP 01
Tell us the brand
URL, category, and one competitor.
- STEP 02
We run real buyer prompts
6–8 buyer prompts on ChatGPT and Gemini.
- STEP 03
You get the report
Your LVI score, competitor rank, and fix list.
The deliverable
Four documents, delivered in one report.
Competitor ranking
Who AI ranks ahead of you.
- #1 Ilia Beauty78
- #2 Tower 2864
- #3 You (Merit)47
Model-by-model breakdown
Named, tied, or left out — per model.
ChatGPT
0/4 prompts
Omitted
Gemini
3/4 prompts
Rank #3
Actionable improvement tips
The first pages to publish.
- /llms.txt42 lines
- FAQPage JSON-LDReady
- Merit vs Ilia briefGap #1
A buyer prompt
A real prompt. A real answer. A competitor, named.
Every audit keeps the exact prompt and the model version, so you can show the finding in a meeting.
Prompt
“Best SOC 2 compliance automation platform for a 60-person SaaS startup?”
Answer · excerpt
“For a 60-person engineering org, Vanta and Drata lead almost every shortlist because of AWS and GitHub integrations, followed by Secureframe…”
Your brand
0/3 mentions
Competitors
3/3 slots
Prompt weight
High
Platform benchmark
0/100
Average Score
Most categories live under fifty.
How scores are spread across finished audits. ChatGPT and Gemini usually shortlist only 2–3 brands per answer, so scores under 50 mean you are left out of most buyer conversations. The dashed line is the platform average, 28 out of 100.
Case file · cosmetics & clean beauty (US)
A report you can put in a review.
One AI Brand Visibility Index score. Named competitors. Every claim logged with the prompt text and model version that produced it.
Free · No signup · Under 2 minutes
The Visibility RecordSpecimen · not billed
№ 04AI Brand Visibility Index · At risk
47
8 buyer prompts · ChatGPT + Gemini · Run #0412
Merit
47
Ilia Beauty
78
Tower 28
64
Rare Beauty
59
Primary gap detected
Missing from 5 of 8 buyer prompts: Ilia and Tower 28 are cited on Byrdie, Allure, and Sephora clean-beauty tables where the hero SKU has no structured ingredient or dermatologist-review schema.
Named competitor displacement
ChatGPT and Gemini, side by side
Page-level citation and schema fixes
30-day drift re-audit
Not just an auditor · the fix-it engine
Free to diagnose. Built to get you into the answer.
Free audit shows the gap. Fix-It workspace ships the pages and proves the lift.
01
Diagnose (free)
6–8 real buyer prompts across ChatGPT and Gemini.
02
Ship the fixes
Ready-to-publish schema, llms.txt, and comparison briefs.
03
Enter the AI shortlist
Re-audits show whether the score moved.
Calibrated for 20 specialist categories today · more added monthly
For agencies
Client pitches need the actual answer, not only a score.
Account teams get dated excerpts from the AI answers, so the next client conversation starts with what the model actually said.
One audit per client
Run one check per prospect or client. The report layout stays the same, so pitches are easy to compare.
Pitch-ready prompt receipts
Dated excerpts from ChatGPT and Gemini. You can put them in a deck without a folder of screenshots.
Team seats when you scale
Invite colleagues to the workspace billing hub. Share results links internally; keep client deliverables consistent.
Agency plans · INR or USD
Monthly or annual agency tiers with re-audit allowance. Start with a free audit, upgrade when the pitch converts.
The competitive set
Enterprise LLM visibility tools charge $199/month. The audit above is free.
Enterprise tools
- From $199/month
- Annual contract
- Complex implementation
- Locked SaaS dashboard
- Dashboards only — no remediation
AskLLM
Recommended- Free audit · Fix-It from $10/mo
- No signup
- Under two minutes
- Auditable methodology, every prompt logged
- Category Fix-It playbooks (20 verticals)
One-off ChatGPT checks
- Free but anecdotal
- No logged methodology
- Hard to show in a deck
- No competitor benchmark
- No guidance on how to rank
No account · Under 2 minutes
Questions, answered.
What is the AI Brand Visibility Index?
The AI Brand Visibility Index (LVI) is a score from 0 to 100 measuring how often ChatGPT and Gemini recommend your brand when buyers ask category questions.
Is this free?
The audit is free and does not require an account. Teams that want fix-it pages, more than one brand, and scheduled re-audits can move to a paid workspace plan.
How long does the audit take?
Under 2 minutes. We run 6–8 real queries across ChatGPT and Gemini simultaneously.
Is my data shared?
No. Your results are private. Anonymised aggregate data (e.g., "average score in CRM software") may be published as industry research.
See what ChatGPT and Gemini say about your brand.
N = 812 completed audits · 2 AI models · 20 specialist categories
No email required to start · Public web and LLM answers only
$0 free auditScore, rank & verbatim answers
From $10/moFix-It pages & weekly re-audits