Kojable Product

From AI answers to clear action.

Explore the capabilities that help brands understand how AI represents them, diagnose evidence gaps, plan improvements and verify what changed.

Kojable is an AI Answer Alignment Platform. Influencer Marketing for AI Agents is our distinctive approach: improve the evidence AI can draw on, then check the answers.

Start your free AI brand audit See how Kojable works

Our platform focus is Google, Meta, ChatGPT and Claude. Exact surfaces and testing conditions are agreed in each engagement; the free audit covers the systems identified in its results.

The capabilities

Explore six ways to use Kojable.

For expertise-led B2B companies, consumer and ecommerce brands, and creator-led businesses. Built for marketing, growth, brand and content teams, plus the agencies and consultants supporting them.

01 / Establish a baseline

AI Brand Audit

Start with a view of how AI describes your brand, which topics it associates with you and which competitors appear in your category.

Three free outputs

  • Brand Summary
  • Associated Topics
  • Competitor Snapshot

An initial assessment. Paid research, content improvements and follow-up are scoped separately.

Explore the AI Brand Audit

02 / Understand the answer

Answer Intelligence

Understand recurring AI descriptions, citations, competitor framing, unsupported claims and missing evidence.

Connect monitoring to diagnosis: investigate source patterns, decide what deserves attention and turn findings into practical corrections. Retest comparable answers to see what changed.

An observed citation is a research lead; it does not prove what caused an answer.

Explore Answer Intelligence

03 / Investigate the differences

Competitor Intelligence

Investigate how AI compares your company with competitors and where important distinctions are missing.

Use competitive gap analysis and source-pattern investigation to examine the evidence behind those comparisons. Compare Share of Voice by market and question set.

Share of Voice describes the measured answer set. It is not a measure of market share.

Explore Competitor Intelligence

04 / Plan and create

Growth Engine

Turn identified opportunities into structured content work, from research to an evidence-grounded draft.

  • Topic discovery, Topic Manager and Topic Clusters
  • Keyword and fan-out-query research
  • Content planning and Knowledge Sources
  • Evidence-grounded article generation

Topic research, planning and content generation are connected, separately governed steps. Advanced capabilities and delivery responsibilities depend on the agreed package and scope.

Explore Growth Engine

05 / Research independent evidence

Creator & Publisher Intelligence

Identify relevant publications, experts and creators that may provide useful independent evidence or address missing information.

Research source patterns, evaluate opportunities and prepare briefs or outreach materials for your team to review.

Research does not guarantee placements or partnerships. Payment cannot secure control of AI recommendations, and a citation does not prove causal influence.

Related research: publishers and authors in AI citations

06 / Understand product discovery

AI Product Discovery

Help consumer and ecommerce brands understand how AI describes, compares and recommends their products, including product attributes, fit and missing information.

We measure grounded Muse Spark answers through Meta's API.

These tests use Muse Spark through the Meta Model API with web-search grounding. They do not directly measure personalised Meta AI shopping in WhatsApp, Instagram or Facebook, or completed purchases.

Explore AI Product Discovery

How everything connects

Monitor → Diagnose → Improve → Verify

Six capabilities within one platform. Start with the question your team needs to answer, then carry the evidence through to action and retesting.

  1. Monitor

    Use AI Brand Audit to establish an initial view. Answer Intelligence and AI Product Discovery help examine brand and product representation across the questions and surfaces in scope.

  2. Diagnose

    Connect Answer Intelligence with Competitor Intelligence to investigate recurring descriptions, competitive gaps and the sources associated with them.

  3. Improve

    Use Growth Engine to organise research, plans and grounded drafts. Creator & Publisher Intelligence helps evaluate independent evidence opportunities and prepare materials. Your team reviews and approves the work within the agreed scope.

  4. Verify

    Return to comparable questions and testing conditions. Compare subsequent answers with the baseline, document what changed and decide what needs more work.

Capability access, implementation and follow-up are agreed for each engagement. See the full Kojable workflow or review current packages.

Platform coverage

Google, Meta, ChatGPT and Claude.

Keep the platform name, exact surface and testing conditions attached to every result.

Google
The umbrella label for Gemini, AI Mode and AI Overviews. These are distinct experiences; coverage of one does not imply coverage of all three.
Meta
Grounded Muse Spark answers through the Meta Model API with web-search grounding. These API measurements do not represent personalised Meta AI experiences in WhatsApp, Instagram or Facebook.
ChatGPT
Answer testing with the model, access method and conditions recorded. OpenAI identifies the API provider where relevant.
Claude
Answer testing with the model, access method and conditions recorded. Anthropic identifies the API provider where relevant.

Actual platform and surface coverage, markets and question sets must be confirmed in each engagement's written scope. The free audit covers only the systems identified in its results.