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Caelis
How Caelis works

Caelis finds what the market needs. Then the agent does the work.

Caelis maps the demand, learns the business, and builds Living Assets where you're missing an answer. The result is measured, improved, and used to decide what happens next.

  1. 01DiscoverLive

    Maps the demand

    Finds out what the market is looking for, and how you're mentioned.

    • Caelis examines relevant questions, brand mentions, competitors and the sources used in ChatGPT, Claude, Gemini and Perplexity.
    ResultYou see where you stand, who's leading, and why.
  2. 02UnderstandFirst version

    Understands the business

    Learns the business, customers and positioning.

    • Caelis analyzes the website, products, customers, competitors, positioning and visual identity.
    • Connects that with visibility gaps, content needs, citations and business goals into concrete opportunities.
    ResultThe marketing team knows who you are, and where the gaps actually are.
  3. 03PrioritizeFirst version

    Prioritizes the opportunity

    Ranks the opportunities by expected impact, and decides what to do first.

    • Not everything happens at once. Caelis Agent weighs mapped demand against the effort it takes, and prioritizes what has the biggest effect before anything else.
    ResultOne clear recommendation, not a long unordered list.
  4. 04ActLive

    Builds and publishes

    Turns the prioritized opportunity into a finished, published Living Asset.

    • Caelis develops guides, FAQs, service pages and landing pages with the right tone of voice, terminology, design and quality level. Everything is quality-checked and sent for approval.
    • Once approved, the resource goes live on your domain — searchable, machine-readable and citable from the first HTML.
    ResultFrom documented need to published, citable work — not just a draft.
  5. 05MeasureLive

    Measures the effect

    Finds out whether publishing actually changed anything.

    • Measures what publishing changed in the AI answers — mentioned, cited, or inquiries that can be traced.
    ResultReal numbers compared against the baseline, not assumptions.
  6. 06Learn

    Learns continuously

    Uses the result to prioritize the next round.

    • New signals from the measurement feed the next round with Caelis Agent.
    • Living Assets stay living — they get improved and re-prioritized, not just published once.
    ResultThe next priority is always underway.

↻ And then it is measured again. Step 06 feeds new signals into step 02 and the round starts over — which is why the assets are called Living Assets.

Caelis also connects your website, YouTube and RSS as sources with traceable origin — see the Sources engine.

Step 01 in practice — mapping the demand

A customer can evaluate the business without visiting the website.

AI can mention, compare or recommend the business directly in the answer — visibility is no longer the same as traffic to the website. That's why Caelis runs real, weekly measurements across ChatGPT, Claude, Gemini and Perplexity. Every answer is stored with question, model, mention, competitors and cited sources.

  • Mention

    Whether the business is mentioned at all, and in what context.

  • Recommendations

    Are you suggested as the answer — or is it the competitor AI points to?

  • Citations

    Which of the business's pages AI actually uses as a source.

  • Competitors

    Who leads on the same question, and how big the gap is.

  • Sources

    Which sources the AI models draw the answer from.

  • Covered/uncovered questions

    Which customer questions the business answers well — and which are missing entirely.

A number alone isn't enough

The marketing team needs to understand why the business is or isn't chosen — not just that a number went up or down. Every change is tied to concrete gaps and opportunities, for example:

  • Missing page
  • Weak documentation
  • Outdated information
  • Stronger competitor source
  • Missing local relevance

Not just

Visibility has dropped.

But

This resource should be built or improved first.

Step 03 in practice — Mission Control

More numbers don't necessarily create better decisions.

Marketing teams don't need more dashboards. They need to know what matters now. Every recommendation is explained before it's shown:

  • Reason

    Why Caelis suggests exactly this — not just what it found.

  • Priority

    Why this should be done before something else, based on real measurements.

  • Expected impact

    How much effect Caelis expects — high, medium or low, never a made-up percentage.

You make the decision

Every recommendation is logged, explained and awaits approval before anything is published. See what was published in the same place you approved it.

ApproveChange before publishingReject
Can also stay quiet

When nothing important needs to be done, Caelis says so — no recommendation invented just to fill the screen.

The marketing team always approves before anything is published — Caelis proposes, you decide. After publishing, the work is continuously measured and improved, not started from zero every time.

One connected system, not four separate tools. From business understanding to continuous improvement.

Caelis makes the business understandable, relevant and choosable for AI.

See where you stand today