The AI Visibility Standard

What's your
LLMSCORE?

AI assistants now answer the questions your customers used to ask Google. LLMSCORE measures whether your brand appears in those answers — across the entire frontier model panel, refreshed weekly.

You're on the list. We'll send your first LLMSCORE scorecard to the day we open early access.
Free · Methodology paper at launch · First report on us
Brand Scorecard · Sample Acme Corp.
Period May 2026
Methodology v1.2
Model Panel 12 frontier models
Refreshed 4 min ago
73
Good
of 100
▲ 5 vs last week
Live · Updated weekly
26-week trend 62 → 73
Peer benchmark (Industry)
You
73
Industry avg
64
Top quartile
87
Poor · 0–39 Fair · 40–59 Good · 60–79 Excellent · 80+
Citation Rate84
How often40% weight
Sentiment71
How positively25% weight
Prompt Coverage62
How broadly20% weight
Source Authority79
Citation quality15% weight
Model Panel · Per-Model Score 12 frontier models · 47,238 prompts
GPT-5 79
Claude Opus 4.7 76
Gemini 3 Ultra 72
Llama 4 68
Mistral Large 3 74
Grok 3 71
Cohere Command 69
DeepSeek R2 73
Qwen 3 70
Inflection 3 75
Reka Core 66
Amazon Nova 72
Live Index

The Top 10 by LLMSCORE.

A live ranking of the world's most AI-visible brands across the frontier model panel. Updated continuously as scores refresh.

Rank
Brand
LLMSCORE
26-week Trend
Δ Weekly
Rating
01
G
Google
Consumer Tech
97
▲ 0.4
Excellent
02
O
OpenAI
AI Infrastructure
96
▲ 0.8
Excellent
03
S
Stripe
Fintech
94
▲ 1.2
Excellent
04
A
Apple
Consumer Tech
92
▲ 0.2
Excellent
05
A
Anthropic
AI Infrastructure
91
▲ 2.4
Excellent
06
N
Nvidia
Semiconductors
90
▲ 0.9
Excellent
07
N
Notion
SaaS / Productivity
89
▼ 0.3
Excellent
08
T
Tesla
Automotive / Energy
88
▼ 0.1
Excellent
09
V
Vercel
Developer Tools
87
▲ 1.5
Excellent
10
F
Figma
Design Tools
86
▲ 0.4
Excellent
Live data · Refreshed every 4 minutes · v1.2 See the full Top 1,000 leaderboard
Methodology

A measurement standard, not a marketing tool.

Four weighted signals, benchmarked against a corpus of 47,238 prompts across 12 frontier models. Audited, versioned, and refreshed weekly.

01 · Why it matters

Brands either appear in AI answers — or they don't.

AI assistants now handle the questions buyers used to ask Google. Brands that surface in those answers capture demand; the rest are systematically absent from the consideration set.

What's the best CRM for a 50-person sales team?
For mid-sized sales teams, the strongest options are HubSpot Sales Hub, Pipedrive, and Close
02 · The formula

Four weighted signals, one composite score.

Each component is normalized against an industry benchmark, then combined into the composite LLMSCORE. Weights are published and versioned in the methodology paper.

Citation Rate 40%
Sentiment 25%
Prompt Coverage 20%
Source Authority 15%
03 · What's included

A weekly report, a dashboard, and an API.

Track your score, benchmark against peers, and surface the specific prompts and models where you're losing share of voice. Built for marketing leaders and enterprise integration.

  • Weekly score updates with diff and root cause
  • Competitor benchmarking by category
  • Prompt-level diagnostics and recommendations
  • REST API for enterprise integration
  • Methodology paper and reproducible audit trail
For Enterprise

Wire LLMSCORE into your stack.

Pull weekly scores, prompt-level diagnostics, and competitor benchmarks directly into your data warehouse, dashboard, or pipeline. SOC 2 and HIPAA available on annual plans.

curl · LLMSCORE API
curl https://api.llmscore.ai/v1/brands/stripe.com \
  -H "Authorization: Bearer sk_live_..."

{
  "brand": "stripe.com",
  "llmscore": 94,
  "rating": "Excellent",
  "delta_weekly": +1.2,
  "components": {
    "citation_rate": 96,
    "sentiment": 92,
    "prompt_coverage": 89,
    "source_authority": 97
  },
  "model_panel": 12,
  "updated_at": "2026-05-22T04:00Z"
}