Core Concept · Recommendation Intelligence Layer

Intent Authority
What is the first brand AI thinks of?

How strongly AI associates a brand with a specific buyer intent, beyond merely appearing for it.

Category Core ConceptScale 0 to 100Layer Recommendation Intelligence
Buyer asks
Best magnesium for sleep
🥇Brand A
Default Answer
Brand B
Alternative
Brand C
Comparison
Brand D
Mention
Intent Authority decides who AI thinks of first.
What Is It

Not "you're visible." You're the default.

Intent Authority is the strength with which AI associates a brand with a particular buyer intent. A brand with high Intent Authority is not just present for an intent but treated as a default answer to it, appearing early and described with confidence. It is intent-specific: a brand can hold high authority for one intent and none for an adjacent one.

Why AI Cares

Being the authority for "best magnesium for sleep" is worth more than appearing weakly across many intents. Intent Authority concentrates Recommendation Position and Confidence on the exact queries that drive a brand's economics, rather than spreading thin.

Example

For searches like "best fresh dog food delivery," AI consistently names one brand first and describes it in the most detail. That brand holds high Intent Authority for that intent, even if larger competitors appear lower in the same answer.

Section 2

AI memory.

Picture a neural network. The thicker the line between an intent and a brand, the stronger AI's association. That thickness is Intent Authority.

Best protein for women
Brand A
Brand B
Brand C
Section 3

One brand. Many intents.

Authority is not a single number. It is a map, one score per buyer intent, and a brand can be strong in some and absent in others.

Protein
Women
Muscle Gain
Recovery
Weight Loss
Section 4

The default answer.

Same query, asked ten separate times: "Best fresh dog food." This is what AI answered, run after run.

A
A
A
A
A
A
A
B
A
A
90%
Intent Authority
Section 5

Authority is not popularity.

Big Brand
General Pet Food
Famous, general
Specialist
Fresh Dog Food
Smaller, precise
Intent: Fresh Dog Food


AI evaluates both


Selects the Specialist

Authority beats fame when the intent is specific.

Section 6

Intent map.

Orange means AI treats this brand as the authority for that intent. Grey means it does not. Hover a tile for the exact score.

Dog Food
Fresh
Authority 92
Puppy
Authority 18
Senior
Authority 61
Sensitive
Authority 8
Large Breed
Authority 44
Subscription
Authority 12
Grain Free
Authority 77
Organic
Authority 15
Section 7

Building authority.

Every reinforcing signal strengthens the same brand-to-intent association until AI stops searching and starts defaulting.

Day 1
Buying Guide
FAQ
Reviews
External Mentions
22
Intent Authority
Section 8

The AI shortcut.

High Intent Authority skips the search entirely. Low authority makes AI do the work before it lands on you.

High Authority
Buyer asks…
Brand A
Low Authority
Buyer asks…
AI searches…
AI compares…
Brand B

High Intent Authority

Fast recommendation.

Section 9

Authority radius.

Authority spreads like a signal. The stronger it grows, the more adjacent buyer intents it reaches.

YOU
Sleep
Recovery
Stress
Athletes
Magnesium Glycinate
Cramps
Section 10

Intent Authority vs Recommendation Share.

Recommendation ShareHow often AI recommends you.
Intent AuthorityHow naturally AI thinks of you.
The Flagship View
AI Association Strength.
Click an intent. Watch AI's memory recalculate in real time.
Best Magnesium
Brand A
0
Brand B
0
Brand C
0
Recommendation Share asks:
How often are you recommended?
Intent Authority asks:
When this exact buyer need appears, are you the brand AI thinks of first?
FAQ

Questions about Intent Authority

What is Intent Authority?
Intent Authority is the strength with which AI associates a brand with a particular buyer intent. A brand with high Intent Authority is not just present for an intent but treated as a default answer to it, appearing early and described with confidence.
How is Intent Authority different from Recommendation Share?
Recommendation Share measures how often you are recommended across a set of prompts. Intent Authority asks a narrower question: when this exact buyer need appears, are you the brand AI reaches for first, without having to search or compare.
Can a brand have high Authority for one intent and none for another?
Yes, and this is the core of the metric. Intent Authority is intent-specific. A brand can be the default answer for one query and be entirely absent from an adjacent one, even within the same category.
Does being a famous brand guarantee Intent Authority?
No. A large, well-known brand can lose a specific intent to a smaller specialist if AI treats the specialist as the more precise answer. Authority beats fame when the intent is specific.
What increases Intent Authority?
Content that repeatedly and specifically answers one buyer question: buying guides, FAQs, reviews, and external mentions that reinforce the same brand-to-intent association until AI treats it as the default.

Find out if you're the brand AI thinks of first.

See your Intent Authority, intent by intent.

Get a free AI Commerce Score first, it predicts your Intent Authority. Then see exactly which queries you already own.

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