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Question 1 of 8

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Technical Foundation

Do you have an `llms.txt` file on your domain?

Located at yourdomain.com/llms.txt — tells LLMs what your site is about and what's citeable.

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Technical Foundation

Do you have schema.org structured markup on your key pages?

Organization, Product, Article, or FAQ schema helps LLMs parse your content accurately.

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Community Signals

How often is your brand mentioned on Wikipedia, Reddit, or industry forums?

LLMs learn citation authority heavily from community discussion and encyclopedic references.

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Content Authority

How many original, published statistics does your brand have in its category?

Specific numerical claims your brand has published — e.g., "74% of our users see X within 30 days."

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Citation Presence

Is your brand cited in industry reports or third-party research?

Analyst reports, industry publications, or independent research that references your product or data.

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Competitive Positioning

Do you have a published comparison or benchmark page?

A page that compares your product to competitors on specific criteria — pricing, features, performance, use-case fit.

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Research Authority

Do you publish original research (surveys, studies, annual reports)?

Original research with methodology — not repurposed third-party data. LLMs cite primary research with high authority.

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Industry Context

What is your industry vertical?

LLM citation benchmarks vary by vertical — this calibrates your score to industry norms.

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Your Estimated AIS Index

Based on your answers. Run a full scan for your exact score.

0 / 100

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Score Breakdown by Dimension

Visibility (40%) 0 / 100

Authority (30%) 0 / 100

Sentiment (20%) 0 / 100

Advantage (10%) 0 / 100

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Your Top 3 Actions to Improve

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About this estimate: This calculator provides a directional estimate based on known LLM citation signals. Your actual AIS Index is computed from 24 live queries across 4 real LLM endpoints. Run a free scan for your precise score.

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The calculator gives you a directional estimate. The real scan queries ChatGPT, Claude, Perplexity, and Gemini live — and shows you exactly what they say about your brand.

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LLM Visibility ScoreCalculator

Do you have an llms.txt file on your domain?