AI Content Engine Opportunity Assessment

Get your Content Engine score.

In about four minutes, see how your content operation performs across expertise capture, editorial governance, AI, publishing and measurement, then see where to improve first.

Score out of 100 Strongest foundation Biggest opportunity 30-day starting plan

About 4 minutes · See your score instantly · No email required

A practical diagnostic of the people, knowledge, rules and workflows behind your content operation.

What counts as content?

Website pages, articles, guides, case studies, product or service content, newsletters, video or podcast content, downloadable resources and similar published material.

What is a content operation?

The people, expertise, processes, technology and rules that turn what your organization knows into published content and business results.

How should I answer?

Describe how work actually happens today. Choose the closest answer. If something is outside your visibility, choose I'm not sure. Unknown answers do not count against your score.

Tell us briefly

Your primary outcome

Of those, which matters most right now?

This distinguishes your broader goals from the outcome that should drive the first Content Engine workflow.

Choose the outcome that matters most right now.

Workload estimate

How much work goes into your content today?

Rough estimates are fine. Choose the closest range. If you genuinely do not know, say so. We calculate only what your answers support.

For this calculation, what counts as a content piece?

A substantial content piece is an article, guide, case study, product or service page, research piece, meaningful landing page or comparable asset. Do not count routine social posts, minor copy edits or small promotional updates.

For human time, include the whole workflow: briefing, subject-matter expertise, research, writing, editing, SEO, approvals and publishing.

Substantial content pieces per month Use a typical month, not an unusually busy campaign month. Human time per substantial piece Add the time contributed by everyone involved, not just the writer. Maintenance time per month Include work on content already published: updating facts, prices or recommendations; fixing links; refreshing images; changing metadata; adding internal links; reviewing stale pages; and correcting existing content. Blended hourly cost of the people involved Think average internal cost, not what you charge clients. Include writers, editors, experts, SEO staff, managers and contractors who contribute to the process.

What we can estimate so far

Choose the closest ranges above.

Bounded ranges use the midpoint. Open-ended ranges use the lower bound so the estimate remains conservative.

Choose a response for all four items. I'm not sure is fine.

Your Content Engine Score

Score / 100

Strongest foundation

Highest-leverage opportunity

Primary business priority Not specified

Use this as the outcome lens for the first workflow you improve.

Your five dimensions

What you feel vs. what the diagnostic found

What you want to accomplish

Current operating load

Figures are based only on the ranges you provided. They are planning estimates, not estimates of potential Cyberwalker savings.

Recommended starting point

A sensible first 30 days

Questions worth clarifying internally

You selected I'm not sure in these areas. We have not treated them as low scores.

Save your results

Email me my full scorecard

We'll send the full scorecard behind your result, including your five dimension scores, operating-load estimate, biggest opportunity, internal questions and recommended 30-day plan.

Free 30-minute Content Engine Review

Want help turning your score into a plan?

No presentation. No obligation. Bring your questions.

In 30 minutes, we'll:

Review what is driving your score
Discuss the biggest constraint in your current operation
Identify one workflow that may be worth improving first

Book my 30-minute review

This is a self-assessment, not a certification or audit. The score reflects the answers provided and is intended to identify useful questions and opportunities for further investigation.