IcyPluto Global Index

Who is winning
AI visibility today?

The definitive cross-industry benchmark for AI search performance. Track visibility scores, citation rates, and mention share across 120 brands in 12 industries.

Updated Apr 09, 2026ChatGPT · Gemini · ClaudeUnited States · 7-day rolling

12

Industries Tracked

120

Brands Indexed

38,640

Prompts Analyzed

38.4%

Avg Visibility

Performance Dashboard

AI Visibility by Industry

Chart shows top 3 leaders · all 10 brands ranked below

Updated May 08, 2026
Top 3 — 7-Day Visibility
Score / 100
1
Netflix
56.7+1.7%
Apr 3Apr 9
2
Hulu
49.0-1.6%
Apr 3Apr 9
3
Disney+
44.7+0.4%
Apr 3Apr 9
0255075100
#BrandVisibility7-day
1
Netflix
56.7%+1.7%
2
Hulu
49.0%-1.6%
3
Disney+
44.7%+0.4%
4
Amazon Prime
39.6%-1.5%
5
Apple TV+
35.4%+0.4%
6
Max
32.1%+0.3%
7
Peacock
28.3%+0.3%
8
Paramount+
26.5%+1.0%
9
ESPN+
22.8%-1.0%
10
Starz
18.4%+0.1%

Methodology

Prompts tracked for Streaming

9 prompts tracked
1

What is the best streaming service right now?

2

Which streaming platform should I subscribe to in 2026?

3

Netflix vs Hulu vs Disney+ — which is worth it?

4

Which streaming app has the most movies and TV shows?

5

What streaming service is best for kids and families?

6

Which platform has the best new original series?

7

Is Netflix still worth the price compared to competitors?

8

What streaming service has the best sports coverage?

9

Which streaming app works best on smart TVs and Firestick?

By Industry

Industry Pulse

12 industries · weekly refresh

Streaming Services

Netflix

Industry leader

+1.4%

Avg Visibility

37.9%

Brands

10

7-day trend3438

View Streaming Services dashboard →

Fast Food

McDonalds

Industry leader

+0.6%

Avg Visibility

28.7%

Brands

10

7-day trend2729

View Fast Food dashboard →

Credit Cards

Amex

Industry leader

+0.2%

Avg Visibility

35.6%

Brands

10

7-day trend3536

View Credit Cards dashboard →

Cybersecurity

CrowdStrike

Industry leader

+0.7%

Avg Visibility

28.7%

Brands

10

7-day trend2629

View Cybersecurity dashboard →

Travel Booking

Booking.com

Industry leader

+0.4%

Avg Visibility

31.1%

Brands

10

7-day trend3031

View Travel Booking dashboard →

Consumer Electronics

Samsung

Industry leader

+0.8%

Avg Visibility

35.5%

Brands

10

7-day trend3336

View Consumer Electronics dashboard →

Airlines

Delta

Industry leader

+0.5%

Avg Visibility

35.8%

Brands

10

7-day trend3436

View Airlines dashboard →

Hotels & Hospitality

Marriott

Industry leader

+0.4%

Avg Visibility

33.4%

Brands

10

7-day trend3233

View Hotels & Hospitality dashboard →

Delivery & Ride Sharing

Uber

Industry leader

+0.7%

Avg Visibility

33.6%

Brands

10

7-day trend3134

View Delivery & Ride Sharing dashboard →

Business Software

Salesforce

Industry leader

+0.9%

Avg Visibility

40.8%

Brands

10

7-day trend3941

View Business Software dashboard →

E-commerce

Amazon

Industry leader

+1.0%

Avg Visibility

37.8%

Brands

10

7-day trend3638

View E-commerce dashboard →

Automotive

Tesla

Industry leader

+1.5%

Avg Visibility

39.7%

Brands

10

7-day trend3740

View Automotive dashboard →

Global Rankings

Top Brands Across All Industries

Weekly refresh
#BrandIndustryScoreWoW
1AmazonE-commerce62.3%+2.4%
2TeslaAutomotive58.4%+3.1%
3NetflixStreaming56.7%+1.5%
4SalesforceBusiness55.4%+1.6%
5AmexCredit54.8%+0.9%
6WalmartE-commerce52.8%+1.8%
7UberDelivery52.3%+2.1%
8HubSpotBusiness51.2%+1.2%
9SamsungConsumer53.9%+1.2%
10ToyotaAutomotive49.3%+1.4%
11DeltaAirlines48.2%+1.5%
12Chase SapphireCredit48.4%+0.6%
13NotionBusiness47.8%+2.1%
14DoorDashDelivery48.7%+1.8%
15MarriottHotels46.8%+1.3%
Score Comparison

Deep Dive

Streaming Services Spotlight

Visibility Over Time

Top 5 brands
Netflix
56.7%+1.5%
Hulu
49.0%-1.7%
Disney+
44.7%+0.8%
Amazon Prime
39.6%-1.2%
Apple TV+
35.4%-0.1%

AI Engine Mix

ChatGPT44%
Gemini33%
Claude23%

Prompts Sampled

  • Which streaming service has the best family plan?
  • Best platform for new sci-fi shows right now?
  • Which apps support true 4K and Dolby Atmos?
  • Is ad-supported streaming worth it vs premium?
  • Best services for live sports and movies?

Methodology

How the Index
Is Computed

The IcyPluto Global Index measures how often and how favorably a brand appears when real users ask AI engines buying, comparison, and recommendation questions.

ChatGPTGeminiClaude
  1. 01

    Prompt Collection

    We source commercially relevant prompts from real user search behavior - the exact questions people type into ChatGPT, Gemini, and Claude when deciding what to buy, which service to use, or which brand to trust. For each industry we track 9+ high-intent query patterns and refresh them weekly as consumer language evolves.

  2. 02

    Multi-Engine Querying

    Each prompt is run across ChatGPT (44% weight), Gemini (33%), and Claude (23%), reflecting their current US market share. We run each prompt multiple times per engine to account for response variability, then aggregate the runs to produce stable signals instead of one-off snapshots.

  3. 03

    Brand Detection and Position Scoring

    Every response is parsed to detect brand mentions, mention position, recommendation intent, and source citation presence. A brand mentioned first in a direct recommendation scores higher than one buried in a long list or referenced only for comparison.

  4. 04

    Visibility Score Calculation

    The Visibility Score (0-100) is a weighted composite of mention rate, average response position, recommendation rate, and citation rate. Weights are calibrated against purchase-intent behavior so scores correlate with real discovery likelihood.

  5. 05

    Cross-Engine Normalization

    Each engine has different verbosity, ranking tendencies, and update cadence. We normalize scores within each engine before combining them so final rankings represent true cross-engine visibility rather than one model's quirks.

  6. 06

    Weekly Refresh and Delta Tracking

    The full pipeline runs every 7 days. Week-over-week deltas highlight brands gaining or losing AI mindshare, often preceding broader awareness movement by 2-4 weeks.

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