Editing AI-Generated Text: The Last 20% That Makes It Yours

Most people edit AI drafts in the wrong direction. They open the text, start at the top, and begin smoothing sentences — swapping a verb here, tightening a clause there — and forty minutes later they have a slightly nicer version of exactly the same article. Nothing in it is wrong. Nothing in it is theirs, either.

A generated draft is best understood as a well-researched first pass written by someone who has never worked at your company. The prose is fine. What's missing is everything that depends on knowing your numbers, your customers and your position. Here's where that layer goes, when to add it, and how the WYSIWYG editor and export options in Smart-Copy.ai fit around it.

What the generator settles, and what it leaves open

Smart-Copy.ai handles the mechanical half: it builds search queries, reads the web (or academic sources, if you ask), picks the material, drafts an outline, and writes the sections while carrying context between them. It also handles the failure mode that makes most long AI drafts unusable — text that stops mid-sentence when the model runs out of room. What lands in your account is finished HTML with the source list it was built from.

Four things will never be in that HTML, however detailed your guidelines:

• Numbers only you hold. Trial-to-paid conversion, average ticket resolution time, how many support requests a feature generated last month.
• A position on anything contested. A model gives you a balanced survey of the arguments. Which side your company is on is an editorial decision, not a generation setting.
• First-hand experience. "We ran this across thirty onboardings, and in two the import step failed for a reason nobody documents" — one sentence like that turns a summary into a primary source.
• Your constraints. The claim legal won't sign off on, the competitor you don't name, the word your brand team retired.

The honest test for any editing pass: if your changes are all commas and synonyms, you edited the wrong layer.

The cheapest edit happens before the writing starts

Approve the outline first

When you place an order you can require outline approval (outline_approval in the API). The job pauses at status awaiting_outline_approval and waits for you to look at the plan. Cutting a section, adding the angle nobody thought of, or reordering chapters is free at that point — none of it has been written. On a fifty-page ebook that's the difference between moving a chapter and rewriting one.

Revise before you retype

A finished text can be revised at no cost, from the dashboard or via POST /v1/texts/:id/revision with a feedback field of 10–5,000 characters. You get three revisions per text — plenty, if you don't burn them on typos. Where the line falls:

• Revision handles systemic change: a different register throughout, an extra section, a shorter intro and a deeper technical middle, shifting from "organizations should" to "on your store".
• The editor handles local change: your own figure, a sentence of experience, one rewritten heading, an inserted link.

Write revision feedback the way you'd brief a staff writer. "Needs more depth" tells the system nothing. "In the pricing section, replace the general estimates with a comparison of three billing models, one paragraph each" tells it exactly what to do.

A seven-point pass that actually changes the text

Work top-down, heaviest change first. Reversed, you polish sentences that are about to be deleted.

1. Kill the warm-up. Models clear their throat for two or three sentences before saying anything. Check whether the article really begins in sentence four. It usually does.
2. Click the sources. Open the ones sitting behind numbers, dates and quotes — source selection and verification are automated, but the byline on the published page is still yours.
3. Search out the filler. Ctrl+F for "in today's fast-paced", "it's important to note", "when it comes to", "plays a crucial role", "in conclusion". Every hit is either a deletion or a place where a specific fact belongs.
4. Break the cadence. Repeated constructions — "not only X, but also Y", "isn't just about A, it's about B" — read like a metronome. Rewriting every second one is enough.
5. Move to second person. Turning impersonal statements into the reader's situation is the single fastest quality gain in an editing pass.
6. Rewrite headings as answers. A heading resolves a question rather than labelling a bucket: "Benefits" becomes "What actually shortens rollout time". Check the hierarchy while you're there — H2 for sections, H3 for subsections, no skipped levels.
7. Decide where the reader goes next. Keywords and internal links are woven in during generation if you supply them — the mechanics are in how SEO optimization actually works inside Smart-Copy.ai. What's left for the editor is the call to action.

Worth keeping in view: Google's published guidance judges content on quality rather than on how it was produced. Automation isn't the problem; content produced primarily to manipulate rankings is. Points 2 and 5 are precisely the work that separates the two cases.

The WYSIWYG editor: one HTML document, every output

Finished text opens in a WYSIWYG editor — you edit in a formatted view, the way you would in a word processor, while the tool maintains the HTML structure underneath. Bold, lists, headings and tables don't require switching to a code view.

What matters operationally is what happens downstream. That single HTML document feeds every output: WordPress publishing, the PDF, DOCX and HTML downloads, and the plain-text copy. Hence one rule worth internalizing — edit once, in the editor, before you export. Fix a typo in a downloaded DOCX and the version already live on your blog still has it. So: revisions → WYSIWYG edit → export or publish. Any other order produces three drifting copies and no way to tell which is current.

Formatting details worth checking

• No H1 in the body. The page template renders the title.
• Semantics over appearance. A list should be a <ul>, not a paragraph of dashes. Bold marks emphasis; it doesn't stand in for a heading.
• Tables where the data is comparative. Three options across three attributes is unreadable as prose and obvious as a table.
• Shorter paragraphs. Models write dense blocks; splitting a long one changes how far people read.

Choosing an export format

Format	Use it for	Trade-off
HTML	Any CMS other than WordPress, email templates, docs sites	Preserves the full structure — headings, lists, tables, links.
DOCX	Text still going through review, client sign-off, comment threads	The right pick when someone other than you needs their own review tooling.
PDF	Things meant to be sent and printed: ebooks, reports, proposals	A closed format. The final step after approval, never a working copy.
Plain text	Social posts, form fields, systems that reject markup	Formatting disappears. If a paragraph leaned on bolding, rewrite it.

WordPress is its own case. With a site connected through the plugin, text publishes straight to it — immediately, as a draft, or on a scheduled date, with the featured image set automatically. That sidesteps hand-moving HTML, which matters because pasting markup into the block editor is unpredictable: converting content to blocks can shift unusual elements or drop them into a Custom HTML block.

Scale the editing to the volume

How much editing a piece deserves is a function of how many pieces you're shipping, not of how much you enjoy editing.

• One flagship piece — a cornerstone article, a landing page, an ebook: full seven-point pass, outline approval on, one revision budgeted from the start.
• A batch of thirty: edit the first three completely to work out a reusable guidelines template, then sample — points 1, 2 and 6 on every text, the rest spot-checked. We broke that cycle down in the 30-article month playbook.
• Autoblogging: editing moves up to the topic queue, which you can rewrite and reorder before anything gets written. One good guidelines block pays off across twenty articles.

The short version

Each layer costs more than the one before it: guidelines → outline → revision → WYSIWYG editor → export. Catch a problem early and it costs a sentence; catch it late and it costs an afternoon. If you have fifteen minutes rather than an hour, do points 1, 3 and 5, add one number the model could not have known, and ship it.