Kalicube
This French firm works on Brand SERP, knowledge-graph, and how models describe a company, using Kalicube Pro.
Facts
| Headquarters | France (Digital Brand Intelligence practice; Jason Barnard) |
|---|---|
| Founded | 2015 |
| Stance | Product-backed GEO/AEO |
| Typical buyer | Brands with entity confusion, subsidiaries, or high-stakes LLM descriptions |
| Delivery | Platform plus consulting |
| Website | kalicube.com |
| Verticals | Banking, Wealth Management, Pharma, Private Equity, Fintech |
| Specialties | Entity / Knowledge Graph, Technical GEO, International / Multilingual, Content & Thought Leadership |
Editorial scores
This directory's ratings on a 1-10 scale.
| Dimension | Score | 1–10 |
|---|---|---|
| Technical GEO | 8 | |
| Lead generation | 3 | |
| Thought leadership | 6 | |
| Entity / knowledge graph | 10 | |
| Local / multi-location | 3 | |
| Enterprise readiness | 7 | |
| Innovation | 8 | |
| Measurement | 9 |
Evidence stack
This section weighs the public evidence of the agency's credibility, breaking down each piece of evidence by its category ("Type"), a description, and how strong it is ("Strength").
| Type | Description | Strength |
|---|---|---|
| Named case studies | None recorded in this edition. | None recorded |
| Claimed clients | None recorded in this edition. | None recorded |
| Original research | The Kalicube Process and Algorithmic Trinity materials. 2017 AEO teaching is a claimed history, also contested in this directory. | Directory note |
| Tools / product | Kalicube Pro for Brand SERP and entity tracking. | As published |
| Third-party writeups | None recorded in this edition. | Third party |
Service mix
This directory's estimate of how the published practice splits across work types. It is not a mix the agency disclosed.
Proof ladder
This section ranks the public proof behind the agency from strongest to weakest. Each rung is a different standard of proof. Independent Third-Party Coverage is a writeup by someone else. Named Case Studies are published case studies with a client named. Claimed Clients are names the agency lists as clients. Anecdotes are quotes. The right column lists the evidence we found for this agency at each rung.
| Rung | Evidence for this agency |
|---|---|
| 1 - Independent Third-Party Coverage | None recorded |
| 2 - Named Case Studies | None recorded |
| 3 - Claimed Clients | None recorded |
| 4 - Anecdotes | None recorded |
Score vs specialty median
Compared with the median of 3 agencies tagged Entity / Knowledge Graph in this directory. This directory’s scores, not marketplace ratings.
This agencySpecialty median
Offering
- Digital Brand Intelligence: how knowledge graphs, LLMs, and search engines understand a brand.
- The Kalicube Process (Understandability, Credibility, Deliverability).
- Kalicube Pro platform for Brand SERP and entity tracking.
GEO / AEO philosophy
The job is entity hygiene and recommendation control, not a blog calendar.
AEO lineage is claimed from 2017 voice-assistant work; GEO sits on that graph practice.
Best At
- entity hygiene and knowledge-graph control
- Kalicube Pro for Brand SERP and entity tracking
- correcting how models describe a company
Poor Fit When
- the brief is local lead generation
- the work is ecommerce merchandising
- the work is paid-media buying
Clients
No named clients recorded for this profile.
Innovation
Most complete entity/knowledge-graph product in this set. Consulting is platform-backed.
Commercial motion
Sells control of how algorithms describe the company. Weak fit for local lead gen or ecommerce merchandising.
Practice timeline
Founded versus first sourced GEO/AEO work versus current motion. Dates that are not sourced are omitted; they are not invented.
- 2015
Founded
- 2017
AEO teaching claimed
- 2026
Current motion
Kalicube states it was founded in 2015 when systematic Brand SERP and Knowledge Graph tracking began. Jason Barnard is founder and CEO.