Content Engine

Summary#

Content Engine turns one topic into a publish-ready kit: the research behind it, the brief, the page template, the meta tags, the optimization targets and a plan for repurposing the finished piece. It runs six tools in one pass for 6 credits.

Purpose#

The gap between "we should write about this" and "here is the document a writer can start from" is usually a day of tab-switching. Content Engine closes it. It does not write the article — that is Auto-Execute — it produces everything a writer needs before the first sentence, grounded in the live search results rather than in assumption.

Overview#

You give it a topic. Six tools fire at once:

One of the six is a measured DataForSEO probe; the other five are AI generators grounded in the same live top 10 and People-Also-Ask set. The run card states this: 6 tools · Topic Map from DataForSEO + 5 AI content generators · auto-saves to My Content as a draft.

Benefits#

• One topic in, six deliverables out, in about two minutes.
• The brief, template and meta all describe the same live SERP, so they agree.
• Auto-saves to My Content as a draft, so the kit is where the writing happens.
• Cheap for what it produces: six tools at 1 credit each.
• A failed step does not lose the run.

Use Cases#

• Filling an editorial calendar. You have a list of topics and need briefs for all of them.
• Briefing a freelancer. Send one document instead of a paragraph and a link.
• Refreshing a tired page. Run the topic it targets and use the optimizer targets and template as the rewrite spec.
• Planning distribution before writing. The repurpose plan tells you what the piece has to support before you commission it.
• Standardising output across a team. Every writer gets the same shape of brief.

Requirements#

• A signed-in account on a paid plan. None of these six tools runs on Free.
• At least 6 credits of monthly allowance available.
• A topic. No URL, integration or verified domain is needed.

Permissions#

Cost#

6 credits per run. The Quota Cost card reads 6 / 6 credits per run and the run banner says: Running this workflow uses 6 reports (6 tools: Topic Map + SEO Brief + Content Template + Meta Generator + Content Optimizer + Content Repurpose).

Six tools at 1 credit each. Running them individually costs the same. See example renders stored samples for nothing. See How credits work.

Navigation Path#

Dashboard → Get Started → Content Engine

The sidebar entry carries a pink WORKFLOW badge.

Inputs#

The topbar country picker is sent with the run and shapes the SERP the AI steps are grounded in. Press Enter to run. See example fills email marketing when the field is blank and renders stored samples free.

Step-by-Step Guide#

1. Open Dashboard → Get Started → Content Engine.
2. Set the country picker if you are writing for a specific market.
3. Type the topic into Content topic (e.g., best running shoes for marathons).
4. Press Run Content Engine · 6 reports, or press Enter.
5. Watch the six rows in Analysis Progress. Expect one to three minutes.
6. Read the report top down: research, then brief, then template.
7. Copy the brief and template into your editorial system, or open the saved draft in My Content.
8. Export the whole kit as a PDF from the hero if you are sending it on.

Reading the Results#

The report opens with the standard workflow hero — the topic, VERIFIED FROM DATAFORSEO, US · Desktop, the title Content Engine Report, and N of 6 analyses completed. Then Strategic Insights and a Recommended Action Plan derived from the six payloads, then a collapsible block per tool.

Topic Map — is this topic worth writing? This is the only measured step, so read it first.

• Topic authority and cluster count size the subject. A handful of clusters means a single article; a dozen means a hub and spokes.
• Clusters are your section structure. Each one that has real volume behind it earns an H2.
• Trending angles are the reason to publish now rather than next quarter.
• Questions are the People-Also-Ask set. Answering them inline is the cheapest way to win featured snippets and AI-answer citations.
• Top publishers is the field you are entering. If it is dominated by three huge domains and nothing else, expect the piece to take longer to rank.

SEO Brief — the hand-off document.

• Target keyword and secondary keywords — what the piece is for. If the target keyword is not what you expected from your topic, the SERP disagrees with your framing; take the SERP's side.
• Intent mix — the balance of informational, commercial and transactional intent in the results. A commercial lean means comparison tables and pricing clarity beat narrative writing.
• Target spec — length, depth and format expectations derived from what currently ranks.
• Competing top 10 — position, title, URL and description for the ten pages you have to beat. Read them. This is the most useful part of the brief and the part writers most often skip.
• Meta suggestions — a first pass at the title and description.

Content Template — the build spec.

Meta + SERP Preview. Title and description variants with a rendered SERP preview, keyword density and social variants. Pick the variant that reads as an answer rather than a label, and check the preview for truncation.

Content Optimizer. In this workflow the optimizer scores the topic, because no URL was supplied — it returns the overall score, a rank prediction, subscores, recommended stats against the top-10 benchmark, missing semantic keywords, prioritized fixes and schema recommendations. Treat those as the target the new piece must hit. To score an existing page instead, run Content Optimizer on its own with the form your-url.com | target keyword.

Repurpose Plan. The same core message rewritten for eight destinations: an X thread, a LinkedIn post, a Facebook post, an Instagram caption, a Reddit post, an email newsletter, a YouTube script and a podcast outline. Read the core message first: if it does not survive compression into one line, the article does not have a point yet.

Reading the whole thing. Good looks like a clear target keyword, clusters that map cleanly to headings, a top 10 you can plausibly beat, and a semantic keyword list you already partly cover. Bad looks like a target keyword unrelated to your topic, one cluster, and a top 10 of encyclopaedic domains — that combination means the topic is either too broad or already owned, and the right move is to re-run with a narrower angle rather than to write anyway.

Auto-save. The result is written to My Content as a draft. See My Content.

Examples#

Screenshots#

Tips#

• Phrase the topic as the article you intend to publish. best CRM for small agencies produces a far better kit than CRM.
• Run Keyword Strategy first when you are choosing between topics, and Content Engine once you have chosen.
• The competing top 10 in the brief is the most valuable half-page in the report. Read the actual pages before writing.
• Use the repurpose plan to decide the format before commissioning. A piece that needs a YouTube script should be structured for it from the start.
• Everything auto-saves to My Content, so you do not need to copy it out immediately.

Best Practices#

• One run per piece, not per keyword. The kit is designed around a single publishable thing.
• Give the writer the brief and the template together. Either one alone loses half the value.
• Check the semantic keyword list against your draft before publishing; it is the most common gap between a good article and a ranking one.
• Set the country deliberately — the SERP the AI steps are grounded in is the SERP for that market.
• Follow the piece with Content Optimizer on the published URL to confirm it hit the targets.

Common Mistakes#

• Expecting a finished article. Content Engine produces the kit. For a written draft, use Auto-Execute.
• Supplying a URL as the topic. The field takes a topic; the optimizer step in this workflow does not crawl a page.
• Ignoring the target keyword when it differs from your topic. It is derived from what actually ranks.
• Treating the word count as a quota. It is a benchmark from the ranking set.
• Running it per keyword variant. One run covers the cluster; the template already lists the semantic terms.

Limitations#

• It does not write the article.
• The Content Optimizer step scores against the topic, not against a page of yours, because no URL is supplied here.
• Five of the six steps are AI generators. They are grounded in the live top 10 and the real PAA set, but the prose is written, not measured.
• One topic per run; there is no batch mode.
• Each step is capped at 120 seconds; a slower step is dropped so the rest renders.
• Provider row caps apply to the research step: the clusters are a strong sample, not an exhaustive map.
• Saved results are kept for 90 days.

Troubleshooting#

FAQs#

Does this write the article for me? No. It produces the research, brief, template, meta, optimization targets and repurposing plan. Auto-Execute chains brief, outline, writing and optimization into an actual draft for 4 credits.

Why is it only 6 credits when Keyword Strategy is 8? Because every step here costs 1 credit. Keyword Strategy includes Keyword Overview at 3.

Can I give it a URL instead of a topic? The field expects a topic. To optimize a specific page, use Content Optimizer directly with your-url.com | target keyword.

Where does the output go? Into the report on screen, into your saved work, and into My Content as a draft. See My Content and Saved Work.

Is the brief grounded in real data or invented? Grounded. The same run fetches the live top 10, the real People-Also-Ask questions and real related searches, and the AI steps write from those.

Should I run this or Keyword Strategy? Keyword Strategy when you are deciding what to write about. Content Engine once you know, because it goes deeper on the single piece.