Pre-publish (or retroactive) content-quality gate implementing Google's official self-assessment questions from the creating-helpful-content doc, plus 2024 spam-policy red flags. Verdict: PUBLISH / REVISE / RETHINK. Use when user says "helpful content", "people-first", "content self-assessment", "is my content helpful", or "content quality gate".
Pre-publish (or retroactive) content-quality gate implementing Google's official self-assessment questions from the creating-helpful-content doc, plus 2024 spam-policy red flags. Verdict: PUBLISH / REVISE / RETHINK. Use when user says "helpful content", "people-first", "content self-assessment", "is my content helpful", or "content quality gate".
Implements Google's own self-assessment from
https://developers.google.com/search/docs/fundamentals/creating-helpful-content.
Walk EVERY question with YES / NO / PARTIAL + one line of evidence from the
content. Google also suggests getting an honest assessment from people
unaffiliated with the site — this skill plays that role.
Inputs
URL — WebFetch (fallback curl -sL), or
Local file/draft — Read tool
Optional context: site purpose, intended audience, whether AI assisted
Execution
Fetch/read the content; identify topic, format, and apparent audience.
Walk Section A (content & quality), Section B (expertise),
Section C (people-first) — each answer YES/NO/PARTIAL + evidence quote.
Walk Section D (search-engine-first warning signs) — here YES answers
are red flags.
Run Section E spam-policy screen (2024 policies).
If AI-assisted, apply the AI content rules.
Issue verdict with prioritized revision list.
Section A — Content and Quality Questions (Google's list)
Does the content provide original information, reporting, research, or
analysis?
Does it provide a substantial, complete, or comprehensive description of the
topic?
Does it provide insightful analysis or interesting information beyond the
obvious?
If drawing on other sources, does it avoid simply copying/rewriting them and
add substantial value and originality?
Does the main heading or page title provide a descriptive, helpful summary?
Does the heading/title avoid exaggerating or being shocking?
Is this a page you'd bookmark, share with a friend, or recommend?
Would you expect to see it referenced by a printed magazine, encyclopedia,
or book?
Does it provide substantial value compared to other pages in search results?
Is it free of spelling/stylistic issues?
Is it produced well — not sloppy or hastily made?
Is it NOT mass-produced/outsourced across many creators or sites such that
pages don't get attention or care?
Section B — Expertise Questions (Google's list)
Is information presented in a way that makes you want to trust it — clear
sourcing, evidence of expertise, author/site background (author page, About
page)?
Would someone researching the site come away seeing it as well-trusted or
widely recognized as an authority on its topic?
Is it written or reviewed by an expert or enthusiast who demonstrably knows
the topic well?
Is it free of easily-verified factual errors?
Section C — People-First Signals (YES = good)
Existing/intended audience would find it useful coming directly to the site?
Clearly demonstrates first-hand expertise and depth of knowledge (actually
used the product/service, visited the place)?
Does the site have a primary purpose or focus?
Will readers leave feeling they've learned enough to achieve their goal?
Will readers leave feeling they've had a satisfying experience?
Section D — Search-Engine-First Warning Signs (YES = red flag)
Content primarily made to attract search engine visits?
Producing lots of content on many topics hoping some performs?
Using extensive automation to produce content on many topics?
Mainly summarizing what others say without adding much value?
Writing about things only because they're trending, not for your audience?
Will readers need to search again for better information elsewhere?
Writing to a word count because of a believed Google preference? (Google:
there is no preferred word count.)
Entered a niche with no real expertise, mainly for traffic?
Promising an answer to a question that has no answer (e.g., unconfirmed
release dates)?
Changing dates to seem fresh without substantial content changes?
Adding/removing lots of content mainly to seem "fresh" for rankings?
(Google: it won't help.)
SEO itself is fine — people-first content plus SEO is Google's recommended
combination; search-engine-first content is the problem.
Scaled content abuse: many pages generated primarily to manipulate
rankings, not help users — regardless of how made (gen-AI without added
value; scraped/synonymized/translated feeds; stitched content; multi-site
networks hiding scale; keyword pages that make little sense to a reader).
Site reputation abuse: third-party content published on a host mainly to
exploit the host's established ranking signals (sponsored payday-loan
reviews on an .edu, white-label coupons on a news site). NOT violations:
wire services, syndicated news, genuine UGC/forums, editorial columns,
advertorials meant for the publication's own readers, normal affiliate links.
Expired domain abuse: repurposing an expired domain's history to host
low-value content (casino content on a former school domain).
Any confirmed hit here = automatic RETHINK verdict.
Accuracy, quality, relevance — including auto-generated titles, meta
descriptions, structured data, and alt text
Context for users: disclose how automation was used where readers would
reasonably ask "how was this created?" (the "How" from Who/How/Why)
Ecommerce: Merchant Center requires IPTC DigitalSourceTypeTrainedAlgorithmicMedia metadata on AI-generated images, and AI-generated
product data must be labeled
Output
## Helpful Content Gate — <URL or draft>
### A. Content & Quality (12 questions)
| Question | Answer | Evidence |
|---|---|---|
| Original information/research? | YES/NO/PARTIAL | "..." |
... (every question, all sections)
### D. Search-Engine-First Flags: N raised
### E. Spam Policy Screen: CLEAR / VIOLATION (<policy>)
### AI content: N/A or compliant/issues
### Verdict: PUBLISH | REVISE | RETHINK
- PUBLISH — A/B/C mostly YES, ≤2 PARTIALs, no D flags, E clear
- REVISE — fixable gaps: list revisions in priority order
- RETHINK — multiple D flags or any E violation; the premise (the "Why")
is search-first — revision won't fix intent
### Prioritized Revisions
1. ...
Cross-references
/seo-eeat-audit — deep E-E-A-T scoring (trust/author signals)