Kalicube Pro: the Digital Brand Intelligence platform for Knowledge Panels, entity SEO and AI search
Google Search, Google AI Mode, Bing, ChatGPT, Claude, Gemini, Perplexity, Grok and You.com.
Free · Less than 5 minutes · A detailed audit and strategy based on The Kalicube Process
Started in SEO in 1998, the year Google was incorporated. Saw in 2012 that Brand SERPs are what matter, and did that work for clients by hand. Built Kalicube Pro in 2015 to automate it, because nobody else was, and is still its sole architect.
How every Kalicube Pro account starts with a strategy kickoff
Every company begins with a strategy kickoff. We own the engineering methodology. You validate the business facts and the strategic priorities. Kalicube suggests how AI should present your brand, and how it should present you against your peers, and you correct both.
Together we set the aim of the game, lock one corroborated story, claim your Audience and Active Market, and decide which questions matter. Every week of the cycle runs inside that strategy.
You set the narrative, the KPIs and the goals. You tell us the resources you have. We adapt the strategy to that. Your team implements. We do not leave you with a list and no platform. Kalicube Pro is at its best when that team is running several brands, product lines or locations.
How Kalicube Pro weekly cycle works
Every Sunday we collect, on your website and across the rest of the web. Then we analyse, tell you what to do, you do the work, and we show you what moved. The results screen is last week’s payoff and this week’s starting point.
Your team does the work. Kalicube Pro is the platform they use.
Which questions Kalicube Pro collects answers to, in Google and AI
Every week we collect the answers Google and AI give to these sets. Kalicube mints each set for your brand, so you do not have to. You still read how the story is going: Narrative Status, notes and your stage.
Reputation is not a tab of its own: it lives in Due Diligence, or becomes a Funnel Pathway when reputation is the intent.
The brand-name spine: who this is. The same shape for every brand.
One audience and one intent, from the first question to the decision. Your name only appears in the decision-stage questions.
The checks AI runs before it trusts you: are you real, licensed, reviewed, is there controversy. Your name is in every question.
You against one named peer: how you are different and how you are similar. Two questions per peer, never the whole group.
A diagnostic: what the machine currently believes about a theme, and what is missing. Not a client FAQ.
Making sure AI does not confuse you with another entity with a similar name. Only when there is a collision.
Why Kalicube Pro brand data goes back to 2015
Nobody who launched a tracker after 2020 has weekly data from 2015. In 2015, most of SEO was about keywords, and collecting data on brands looked like a waste of resources. Jason Barnard collected it anyway, every week: what search said about brands, then the knowledge graph, and now LLMs.
That history is now 25 billion data points on 73 million entities. It is what lets Kalicube Pro show you what Google and AI believe about a brand, and what moved. Ahrefs, Yoast, Semrush and Microsoft have all asked Kalicube to help with their own brand. Authoritas, whose SERPs API Kalicube Pro has used since 2015, published a case study on how Kalicube Pro uses it.
Jason Barnard designed Kalicube Pro and remains its sole architect. The team runs it every week, so every client's data is collected correctly. Jason explains. Kalicube applies. Kalicube Pro powers. Anyone can use The Kalicube Process. Running it on this data, with this diagnostic, is Kalicube Pro. This is the platform Kalicube’s own team uses to run The Kalicube Process for Kalicube and our clients.
What Kalicube Pro collects about your brand every week
On your website and across the rest of the web, from the search engines, AI assistants and knowledge graphs your buyers rely on. This brand, in and of itself.
Google Search, Google AI Mode and Bing
ChatGPT, Claude, Gemini, Perplexity, Grok and You.com
Google’s Knowledge Graph, Wikidata, Wikipedia and Common Crawl
What Google, Bing, ChatGPT, Gemini, Perplexity and the rest actually said this week, for each question set. Not a scoreboard against one rival. The answers cite your site and other people’s pages, and we keep those apart: the website you own, and the profiles and articles you do not.
What they used to say, and whether a Knowledge Panel exists.
Where the name appears, on-site and off-site.
How Kalicube Pro analyses your audience and your market
We group the data around two claims: your Audience, who this is for, and your Active Market, the market you play in. Where the two cross is how you act correctly, address the right audience and position yourself according to the AI’s understanding of both.
You do not chase one competitor. How AI perceives the competition as a group is how you act, and how it perceives the audience as a group is who you talk to, and where.
Brand SERP Comparison and Knowledge Comparison on those groups, and Pillar Pages, where Audience and Active Market get claimed. Kalicube fills in who is in each group.
The Competitive Landscape and the Audience Landscape, read the way we already read you: how AI perceives the competitive group, and where the audience hangs out, what they do and what they engage with, according to the AI. Same Sunday collection.
How Kalicube Pro prioritises your on-site and off-site work
The analysis sits inside the strategy Kalicube set for your brand, and sorts the work three ways.
Your own profiles, off-site profiles, articles and social pages.
Missing profiles, gap content and the pages the story needs.
Podcast guest spots, speaking, press and partnerships.
The aim of the game Kalicube set: the strategy the analysis sits in.
The months and the next actions, when a plan exists. You tick them done; Kalicube moves the months.
Who this is, in one corroborated story. Narrative Strategy is the case file for a pivot.
The pages on your own website that should carry that story, including your Audience and Active Market.
Put in any page on your site, or a page you control on someone else's, and it reads it the way a machine does: technical, content and the six trust signals (notability, experience, expertise, authoritativeness, trustworthiness and transparency), plus entities, sentiment and AI readability. You get findings with quotes, not a score, so you know exactly what that page needs. It runs when you look, not on every URL every Sunday.
Answers about the page you are on, right where you are.
The tools your team uses to do the work
Everything your team needs to act on this week’s priorities, in one place.
The website you own. We can tell you to change the page and the schema, and push validated changes straight to WordPress.
Everything else: profiles you can edit, pages you can ask to change, and third-party pages you cannot. We never instruct schema on a site you do not own.
Write the copy, on-site and off-site. For pages that exist: technical analysis, optimised copy, link recommendations and schema markup. For pages that should or could exist: the strategy, outreach templates, targets and a content brief.
The facts we will emit, with the proof sitting on each claim, wherever that proof lives.
The words this brand uses, on-site and off-site.
The websites you own, and the markup we can instruct.
The pages you can change now, on the websites you own and the profiles you control. Classify them, add a page and work from the top down. The On-page Analyzer tells you what to change.
How Kalicube Pro shows what moved: weekly, historical and Response Fidelity
This is the look-again: last week’s payoff and this week’s starting point, on the same screen, measured against your own goal.
Did they name you, how loudly, how they spoke, and which cited pages you control and which you do not. This brand only, with a tab for each question set.
Did the Brand SERP and the Knowledge Panel catch up.
How much of each funnel you have identified in search and AI you own, from the first question to the decision.
Are you there in all three: the search results, the AI models and the Knowledge Graph. We measure each one.
Did the AI’s answer match the locked story for that question: the right subject, no contradiction, complete and, where it matters, recommendable. Collected on Sunday, scored when you look.
Start with a free AI audit of your brand
Free · Less than 5 minutes · A detailed audit and strategy based on The Kalicube Process
Why SEOs belong next to the CMO when AI decides how buyers see the brand
Google and AI now decide how buyers see the brand before anyone from sales gets a word in. The people who understand how those machines learn are you. That makes the SEO as important to the brand as the CMO, and most companies have not noticed yet.
Kalicube Pro gives you the evidence to change that: what Google and AI believe about the brand, what to do about it, and proof of what moved. Take that to your CMO, and you are no longer the person who fixes the website. You are the person who shapes how the market sees the company.
This page shows them exactly how Kalicube Pro works. How it works is the walk-through, written for the person who has to sign it off.
Try Kalicube free entity SEO and Knowledge Panel tools
Free and public on kalicube.pro, for anyone doing this work.
What Google's John Mueller says about Jason Barnard
From Google's side, [Knowledge Panels] are just algorithmic. I honestly don't know anyone else externally who has as much insight.
What marketing leaders say about Kalicube Pro
Run the weekly cycle for your clients’ brands, with the same data, methodology and support.