Check whether AI systems can actually read, interpret, and recommend your site.
GEO Fix team5 min read
ChatGPT gives you a first draft in minutes. Publishing without an editing pass is where SEO programs break.
This ai content editing checklist is the gate between "AI drafted it" and "we stand behind it." Google's people-first content bar still applies — AI just gets you to the publish button faster; humans must own the facts. For why editing matters, see when AI content hurts SEO. For the full ChatGPT workflow, see how to use ChatGPT for website content.
| # | Gate | Pass? |
|---|---|---|
| 1 | One intent per URL — the page answers exactly one searcher question | ? |
| 2 | Title promise — the H1 matches what the body delivers | ? |
| 3 | Unique angle — at least one section a competitor couldn't copy without your data | ? |
| 4 | No cannibalization — no other live URL on your site targets the same intent | ? |
| 5 | Not a template clone — if you replaced your brand name with a rival's, the page would sound wrong | ? |
Fail example: "10 Marketing Tips for 2026" with zero firm-specific process.
Pass example: "How We Cut Client Churn 18% in Q1 — Playbook Inside."
| # | Gate | Pass? |
|---|---|---|
| 6 | Claims verified — pricing, stats, legal/medical statements checked by a qualified person | ? |
| 7 | No hallucinations — every number, law, or product feature confirmed | ? |
| 8 | YMYL sign-off — health, finance, legal content reviewed by licensed professional if needed | ? |
| 9 | Honest limits — no guaranteed outcomes you can't support | ? |
| 10 | Author/reviewer visible — reader knows who stands behind the page | ? |
AI writes confidently. Experts verify.
| # | Gate | Pass? |
|---|---|---|
| 11 | First-hand detail — real examples, screenshots, or process steps from your team | ? |
| 12 | Reader utility — checklist, FAQ, comparison, or takeaway the reader can use today | ? |
| 13 | Voice — sounds like your brand, not generic AI cadence | ? |
| 14 | Scannable structure — clear H2s, short paragraphs, tables where they help | ? |
| 15 | Would you send this to a prospect? — sales would proudly share the URL | ? |
Don't let AI skip the boring parts:
| # | Gate | Pass? |
|---|---|---|
| 16 | Internal links — 2–3 links to related pages on your site (descriptive anchors) | ? |
| 17 | Meta description — written for clicks, not keyword stuffing | ? |
| 18 | No duplicate meta/H1 across site | ? |
| 19 | Images have alt text — if images are used | ? |
| 20 | URL slug — short, readable, matches topic | ? |
| # | Gate | Pass? |
|---|---|---|
| 21 | Not bulk publishing — this isn't one of 20 similar pages going live this week | ? |
| 22 | Geo pages have local proof — if local, real address, license, photos, reviews | ? |
| 23 | Affiliate disclosures — if affiliate links present, disclosed appropriately | ? |
| 24 | Passes scaled-content smell test — page would exist even if Google didn't | ? |
If #21–24 fail, read scaled content abuse before you publish.
| Score | Action |
|---|---|
| 24/24 | Publish |
| 20–23 | Fix fails, then publish |
| 16–19 | Major revision — expert pass needed |
| Under 16 | Do not publish — rethink topic or depth |
When time is tight, experts focus here:
Fifteen minutes of expert time beats fifteen AI posts without review.
Marketing lead pastes AI output, adds meta title, publishes. No expert, no internal links.
90-day result: Indexed, zero impressions. Not a penalty — checklist skipped.
AI drafts "LLC vs S-Corp" guide. Confident, slightly wrong on state rules.
Risk: YMYL trust loss + potential policy issue. Checklist items 6–8 failed.
Checklist passed for blog post. Homepage still one paragraph. No organization schema. GPTBot blocked.
Google SEO: Blog fine.
ChatGPT: Competitors cited.
Lesson: Content checklist ≠ AI readiness checklist. Both matter.
| Approach | What it catches |
|---|---|
| This editing checklist | Thin content, wrong facts, policy risk, poor UX |
| AI detector SaaS | AI-like phrasing probability |
| Search Console | Performance after publish |
Run the checklist before publish. Detectors don't replace human accountability.
Before publish — AI content editing checklist:
Fail any critical item → revise.
For a 1,500-word post: 30–90 minutes of human editing after AI draft — depending on topic complexity.
Expert for facts; editor for clarity and links; owner for final accountability. One person can wear two hats, not zero.
Enough for content quality. Technical SEO and AI discoverability need separate checks — Express Check covers crawler access and structure gaps.
Optional. They don't replace this checklist and don't predict Google rankings.
Automate reminders and roles (Notion, Asana). Judgment calls (items 10, 15, 24) stay human.
Key takeaways
Find technical blockers, missing context, and weak AI-readiness signals in minutes.
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