Kojable

AI answer alignment for B2B companies. Understand and improve how AI represents your brand.

Monitor → Diagnose → Improve → Verify.

[Kojable @kojable]

Kojable is an AI answer alignment platform for B2B companies. We monitor how AI represents your company, diagnose the gaps that matter, guide practical improvements and retest comparable questions to verify what changed. Start with the free Brand Integrity Audit.

[Kojable @kojable]

Final Demo
https://t.co/vmCpeHQGaF

What do you think?
@youdotcom
#buildwithYOU

[Kojable @kojable]

Part 1 of the alignment is done -- where the agent is finding the issues .. self-improvement next

@youdotcom
#buildwithYOU

[Kojable @kojable]

Lunch done.. progressing .. debugging.. a couple of hours left

What I am talking about
@youdotcom hackathon at NYC

#buildwithYou

[Kojable @kojable]

How to decide whether a buyer’s answer is ready to publish

A content brief can ask for a clear answer and still fail at the most important part of the job: whether the company can support that answer.

https://t.co/7qTtGs6bl9

[Kojable @kojable]

A practical method for assessing AI-generated answers about companies runs into a judgment that is harder than factual checking: materiality.

The full Kojable: https://t.co/Lywcfv6wj2

[Kojable @kojable]

The fastest way to make AI-answer review useless is to mark every wording difference as an error.

When a team reviews what an AI system says about the company, the tempting approach is to compare every sentence with approved copy.

https://t.co/Lywcfv6wj2

[Kojable @kojable]

Stop treating AEO, GEO, and SEO as replacement categories.

AEO and GEO are sometimes presented as the disciplines that arrive after SEO stops working.

Read full : https://t.co/3vD19tO9jB

[Kojable @kojable]

Do not create 12 persona pages because you can name 12 personas.

Create separate content when the audience has a genuinely different decision, workflow, evidence requirement, risk profile or next action.

Different job titles are not a content strategy.

https://t.co/TFomtaZ5Ct

[Kojable @kojable]

A persona prompt is useful when it changes the reader's decision context.

It is not useful merely because the answer sounds more specialised.

[Kojable @kojable]

It is a warning to control prompt design when testing personas.

https://t.co/TFomtaZ5Ct

[Kojable @kojable]

For B2B content, do not create a page for every job title.

Create one when the reader's decision, workflow, evidence requirement, risk or next action genuinely changes.

Full guide: https://t.co/TFomtaZ5Ct

[Kojable @kojable]

Persona prompting can make an AI answer look more specialised.

That does not automatically make it more useful.

A better test is whether the persona changes decision context while the underlying facts stay stable.

[Kojable @kojable]

The study did not establish better factuality, retrieval relevance, professional relevance or commercial outcomes.

Generated-query text differed, but retrieval quality was not evaluated.