Content Agents

A draft is words. This makes it a magazine piece.

One click after the draft: a hero image, inline visuals, a video embed, key takeaways, commerce blocks. Every one arrives as a suggestion you approve — not an edit you have to make.

Everything a production team adds.

The gap between a text draft and a published magazine piece is hours of image hunting, embed wrangling, and formatting. Enrichment closes that gap in one pass — and leaves you the final say on every element.

What it looks at

How it works

  1. Enrich — Click Enrich on any draft. AI reads the full article and works out where visuals, video, and proof points would actually earn their place.
  2. Review — Suggestions land in a review flow: hero candidates, inline images, video embeds. Approve, swap, or dismiss each one individually.
  3. Ship — Approved items are injected into the article at the right positions — with alt text written for you. Nothing you rejected ever touches the piece.

Included in every plan.

Enrichment is part of the article pipeline, not an add-on. Every workspace gets the visual pass, content pass, and review flow.

Publish the finished version.

Your next draft can leave the editor looking like a production team touched it. One click, your approval, done.

Frequently asked questions

How is this different from a stock-photo plugin or embedding things myself?

A plugin gives you a search box; you still do the judging, placing, and alt-text writing for every element, in every article. Enrichment reads the finished draft and does the whole production pass at once — hero, inline images, video, commerce blocks — each placed where it supports the text, each waiting for your approval. There is also a separate cursor-driven writing assistant for when you want one specific image or embed at one specific spot; enrichment is the article-wide pass.

What do I need to set up first?

Very little. The visual pass works out of the box. In Settings → Enrichment you choose which content sources are allowed to suggest — video, community quotes, research citations — and, if you monetize, you paste the affiliate tags for the retailers you participate in and switch affiliate mode on. Then the Enrich button in the editor does the rest.

Will it overwrite images or content I already placed?

No. The visual pass only fills sections that have no imagery — it never replaces an image you chose. Enrichment modifies the article body only; your title, meta description, slug, and canonical URL are untouched. And because every suggestion goes through the review flow, nothing appears in the article that you did not explicitly approve.

Is this actually faster than doing it by hand?

The manual version of this job is searching for images, judging licences, writing alt text, finding a video worth embedding, and formatting product boxes — per article. Enrichment turns all of that into one generation pass plus a quick approval review. The work that remains is the part that should stay human: deciding which suggestions fit your editorial standards.

Which articles benefit most — and can I enrich pieces that are already live?

Listicles, how-to guides, and reviews benefit most: they have natural slots for visuals, video, and product blocks. And yes — open any published article in the editor, run enrichment, approve what fits, and save. The live article updates in place; the URL does not change.