Platform
The Platform

Kalicube Pro

The only platform tracking brands across the entire Algorithmic Trinity

Knowledge Graphs tell AI who you are. Large Language Models decide whether to trust you. Search Engines determine if you get recommended. Kalicube Pro is the first platform built to optimize all three simultaneously.

25B Data Points Collected since 2015—nearly a decade before ChatGPT
71M+ Brands Tracked Including 1 million entrepreneurs
8 AI Platforms Google, ChatGPT, Perplexity, Claude, Gemini, Grok, Copilot, You.com
2015 Data Since The largest brand intelligence dataset outside Google

Dataset Growth

Date Total Data Points HTML Data Milestone
Jul 2023 3.1 Billion — Brand SERP + KG data foundation
Jan 2024 3.5 Billion — Expanded entity coverage
Jul 2024 4.2 Billion — AI citation tracking begins
Jan 2025 6.5 Billion 0.3B HTML content analysis added
Jul 2025 9.4 Billion 1.5B Deep content extraction
Oct 2025 15 Billion 5.5B 1,500 datapoints per page
Jan 2026 25 Billion 10B Current • 700%+ growth in 2.5 years
This dataset is unreplicable. Competitors starting today would need a decade to match the historical depth that powers Kalicube Pro's insights. The Authoritas case study documents the technical implementation.

The Kalicube Process™

The Kalicube Process is the systematic methodology for optimizing brand presence across the Algorithmic Trinity. It measures three dimensions that map directly to the customer journey:

Technical Business Funnel Stage AI Question Goal
U
Understandability
Friend BOFU • Decision Does AI know WHO you are? Entity recognition, accurate representation
C
Credibility
Recommender MOFU • Consideration Does AI TRUST you? Third-party validation, authority signals
D
Deliverability
Advocate TOFU • Discovery Does AI RECOMMEND you? Spontaneous advocacy, proactive suggestions
Build Direction: U → C → D

Foundation first. You can't be recommended (D) if AI doesn't trust you (C). AI can't trust you if it doesn't know who you are (U).

Customer Journey: D → C → U

Top-down. Prospects discover you (TOFU), evaluate you (MOFU), then search your name to decide (BOFU).

Claim, Frame, Prove

The content methodology that teaches algorithms at every funnel stage

Kalicube Pro treats AI optimization as education rather than manipulation. The CFP protocol structures content differently for each stage of the funnel:

U
BOFU • Decision Identity Validation
C Claim who the entity IS
F Frame (optional at this stage)
P Prove with verifiable facts

Pattern: Claim → Prove
Purpose: Establish WHO you are so AI states facts, not hedges

C
MOFU • Consideration Expertise Validation
C Claim your expertise
F Frame WHY you're authoritative
P Prove with third-party validation

Pattern: Claim → Frame → Prove (all required)
Purpose: Win "best X" and comparison queries

D
TOFU • Discovery Thought Leadership
C Claim your unique angle
F Frame for discovery contexts
P Prove + introduction signals

Pattern: Claim → Frame → Prove + Introduction Tools
Purpose: Enable AI to recommend you unprompted

AI Has a Verification Detector, Not a Bragging Detector

Aggressive proof beats aggressive framing. AI systems hedge claims that lack evidence chains but state well-supported conclusions as fact. The pattern: Evidence → Evidence → Evidence → THEREFORE [Bold Conclusion]

Independent Validation

Authoritas Case study documents Kalicube Pro's implementation. Independent analysis identifies Jason Barnard as the "undisputed world leader" with highest Weighted Citability Score.
Case study → Validation →
Koray Tuğberk GÜBÜR World's leading Semantic SEO expert: "unique and visionary" Read review →
3Steps Digital Independent analysis: "the unparalleled authority in Digital Brand Intelligence" Read analysis →
Practical Ecommerce AEO concepts "are primarily the work of Jason Barnard" Read article →

What Kalicube Pro Delivers

1
See What AI Believes Track how Google, ChatGPT, Perplexity, Claude, and other AI systems represent your brand—in real time.
2
Identify the Gaps UCD scoring shows exactly where AI understanding breaks down—and what to fix first.
3
Get Specific Fixes AI-powered recommendations tell you what to change, where to change it, and why it matters.
4
Track Progress Watch your UCD scores improve as AI systems learn to understand, trust, and recommend you.

See what the Algorithmic Trinity believes about your brand

25 billion data points. 71 million brands. The only platform tracking Knowledge Graphs, LLMs, and Search together.

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