Write content AI engines will actually cite.
The AEO Editor isn't a generic writing tool. It drafts, rewrites, and scores your content against the pages AI engines are citing right now — with a first-draft AI Drafter, per-section rewrites you approve, your own auto-extracted brand voice, and a live score that tells you when a draft is ready.
Available on Pro + Diagnose and above
Every citation signal, beside the draft.
The editor pairs a clean writing surface with a six-region sidebar that keeps the signals that drive AI citations in view as you write — so you're never guessing what "good" looks like for the prompt you're targeting.
Score
Live draft score out of 100 with the signal breakdown, your target threshold, and the AI credits spent on this run.
Platform
Pick the AI engine you are optimizing this draft for. Benchmarks and terms re-scope to that platform.
Confidence
The confidence tier (high, medium, low) and sample size behind the benchmarks — so you know how much to trust them.
Benchmarks
Structural targets pulled from the pages currently being cited: word count, heading count, and paragraph count at the 25th, 50th, and 75th percentile.
Terms
The terms the cited pages use that yours may be missing — the vocabulary AI engines associate with this query.
Internal Links
Citation-signal internal link suggestions, with a clear marker for which ones you have already worked into the draft.
AI Drafter — a first draft, grounded.
Start from a blank page and the AI Drafter generates a complete first draft in one pass. It isn't generic output — it ingests your brand fingerprint, your extracted brand voice, the competitor structural benchmarks for the prompt, and the terms the currently-cited pages use.
The result is a draft already shaped toward the citation signals that matter, scored the moment it lands so you can see how far it is from your target before you touch a word.
Section Improve — rewrites you approve.
Select any section and ask for a rewrite toward a goal you set. The editor returns a side-by-side diff — the original and the proposed rewrite — and nothing changes until you accept it.
You see the estimated credit cost and the estimated score impact before you commit. AI assists at the section level; you keep editorial control of the page.
Diff-and-accept
Before and after, side by side. Approve or reject each rewrite — no silent overwrites.
Cost and impact, up front
Estimated credit cost and estimated score impact are shown on the diff card before you accept.
Tone
Descriptors extracted from how you actually write
Sentence length
Your typical cadence, matched in drafts
Perspective
First, second, or third person
Formality
Casual, neutral, or formal
Brand Voice — extracted from your own pages.
Rankwize reads your published pages and builds a brand voice fingerprint: tone descriptors, typical sentence length, perspective, formality, and your signature phrases. The AI Drafter writes to that fingerprint, so first drafts sound like your team — not like a generic model.
It refreshes on a monthly sweep, and you can re-extract on demand whenever your voice evolves.
Boost Score — ranked, specific next steps.
When you want to lift a draft's score, Boost Score returns up to six ranked suggestions — each tied to a specific section, with an estimated score impact and a rationale. It combines AI-generated suggestions with the deterministic gaps it finds in your benchmarks and internal links, ranked by expected impact.
≤6
Ranked suggestions
Capped and ordered by expected score impact — not an unprioritized list.
Section-anchored
Each suggestion points at the section to change and what to do there.
AI + deterministic
Model suggestions merged with concrete benchmark and internal-link gaps.
Export anywhere. Costs you can see.
Finished drafts export as Markdown or HTML, ready to drop into your CMS. Your work autosaves as you go.
AI actions use credits, and the editor shows the cost of every action plus your monthly credit allowance — so there's never a surprise on the bill.
Markdown / HTML
Two clean export formats, CMS-ready.
Credit transparency
Per-action cost and remaining monthly allowance, always in view.
How it works
Draft
The AI Drafter generates a first draft grounded in your brand voice, the competitor benchmarks, and the cited terms for your target prompt.
Improve
Rewrite section by section with diff-and-accept, and work the ranked Boost Score suggestions until the draft hits your target.
Export
Export to Markdown or HTML and publish — then let Impact Tracker measure the citation lift.
Frequently asked
What plan do I need for the AEO Editor?
The AEO Editor is part of the Diagnose add-on. It is available on Pro + Diagnose and above — the same tiers that unlock gap diagnosis and recommendations.
Does the AI Drafter write the whole page for me?
It generates a complete first draft grounded in your brand fingerprint, brand voice, the competitor benchmarks for the prompt, and the terms cited pages use. You stay in control — every AI change to an existing draft runs through Section Improve, which shows a diff you approve before it lands.
How does it know my brand voice?
Brand Voice is auto-extracted from your published pages into a fingerprint — tone descriptors, typical sentence length, perspective, formality, and signature phrases. The AI Drafter uses that fingerprint so first drafts read like your team wrote them. It refreshes on a monthly sweep or on demand.
What is the draft score based on?
Citation signals, not generic readability. The score reflects how well the draft matches the structural benchmarks, vocabulary, and internal-link patterns of the pages AI engines are currently citing for the target prompt and platform.
How do Boost Score suggestions work?
Boost Score returns up to six ranked suggestions, each tied to a section with an estimated score impact and a rationale. It merges AI-generated suggestions with deterministic gaps it finds in your benchmarks and internal links, then ranks them by expected impact.
Can I export the finished draft?
Yes — export as Markdown or HTML. AI actions consume credits and every action shows its cost in the editor, with your monthly credit allowance visible as you work.
The AEO Editor closes the loop from diagnosis to published, citable content.