How Google’s New AI Fact‑Check Rule Affects Your Site
Google now requires manual fact‑checking of all AI‑generated content and metadata before publishing.

Why Google Updated Its AI Content Guidance
Generative‑AI tools such as Gemini or ChatGPT produce text by predicting the next word from a large model, rather than pulling facts from a verified database. The result is that a sentence can look convincing but contain a wrong date, price, or regulatory claim – a phenomenon Google calls a hallucination.
In recent posts on Search Central, Google has highlighted the risk of hallucinations and encouraged webmasters to review AI‑generated content before it appears in search results. The guidance does not mandate a manual fact‑check for every page, but it does recommend a human review for any content that contains claims that could mislead users or violate policy.
(See the Google Search Central blog post “AI‑generated content: what you need to know.”)
The practical takeaway for a small or medium business is simple: any AI‑written text that could be perceived as a factual statement should be verified before publishing. This includes titles, meta descriptions, structured data, alt text, and the body copy itself.
What You Need to Do
1. Map Where AI Is Used
| Content Area | Examples | Why it matters |
|---|---|---|
| Blog posts | AI‑written articles | Often contain statistics or dates |
| Product pages | Auto‑generated descriptions | Can list prices or specs |
| FAQs | AI‑generated answers | May include regulatory claims |
| Meta data | Auto‑created titles/descriptions | Directly influence SERP snippets |
| Alt text | AI‑generated image captions | Affects accessibility and SEO |
2. Build a Fact‑Check Checklist
| Item | What to Verify | How to Check |
|---|---|---|
| Title | Any numbers, rankings, or location claims | Cross‑check with internal records or reputable sources |
| Meta description | Claims about price, speed, or benefits | Compare against your own data |
| Structured data (JSON‑LD) | price, openingHours, rating | Run the URL through Google’s Rich Results Test |
| Image alt text | Describes the image accurately | Open the image and read the caption |
| Body copy | Dates, statistics, product specs, service guarantees | Verify against supplier data, industry reports, or official documents |
3. Assign Ownership
- In‑house: One staff member (owner, manager, or a trusted employee) becomes the Fact‑Check Lead.
- External: A freelance editor can review 1–2 pages per hour for about $30–$50 (market rates vary; use this as a ball‑park).
4. Log the Review
Create a simple Google Sheet with columns:
- Page URL
- Content type (blog, product, FAQ, etc.)
- Reviewer name
- Date reviewed
- Status (✅ Fact‑checked / ❌ Needs revision)
Use conditional formatting: green for ✅, red for ❌. This log serves as evidence of compliance and a quick reference for future audits.
5. Add a Publishing Gate in Your CMS
Most CMS platforms allow custom fields. Add two checkboxes:
- AI‑generated
- Fact‑checked
Set the Publish button to be disabled until the Fact‑checked box is ticked. This ensures no AI‑generated content goes live without verification.
Cost & Resources
| Resource | Typical Cost | What You Get |
|---|---|---|
| Google Sheets | Free | Central log, version history, sharing |
| Freelance fact‑checker | $30–$50 per page (average) | One‑hour review, written notes |
| In‑house staff | 5–10 min per page | Immediate control, no extra spend |
| Rich Results Test | Free | Automated syntax check for structured data |
| AI‑content plugin (optional) | $10–$50/month | Generates copy but still requires review |
Budget tip: Start with the free spreadsheet and a single staff member. If you publish 20+ AI posts per month, a part‑time editor (≈$200–$400/month) may be more efficient than paying per page.
Platform Comparison
| Feature | Bing | Amazon | |
|---|---|---|---|
| AI‑content policy | Encourages human review of factual claims | Similar guidance; no explicit mandate | No public policy on AI‑generated text |
| Structured data testing | Rich Results Test (free) | Structured Data Testing Tool | Not applicable |
| Manual action risk | Possible for misleading content | Possible for misleading content | No known manual action for AI content |
| Documentation | Search Central blog, Help Center | Bing Webmaster Tools, Help Center | Seller Central help pages |
The table shows that while all three major platforms advise caution, Google’s public guidance is the most detailed and widely referenced by webmasters.
Common Pitfalls & How to Avoid Them
| Pitfall | Why It Happens | Quick Fix |
|---|---|---|
| Assuming AI is always correct | Hallucinations are common | Treat every AI‑generated sentence as unverified until checked |
| Skipping metadata | Titles and alt text appear in SERPs | Include metadata in the fact‑check checklist |
| Not documenting the review | Future editors miss the history | Keep the Google Sheet log and retain reviewer comments |
| Relying solely on automated tools | Tools flag syntax but not meaning | Use tools for a first pass, then human review for flagged items |
Avoiding these mistakes keeps the workflow smooth and reduces the chance of having to redo work after a search‑engine warning.
Practical Workflow Example for Different Business Types
| Business | AI‑use example | Checklist focus | Typical review time |
|---|---|---|---|
| Dental clinic | AI‑written service page | Verify price, opening hours, certifications | 8 min |
| Restaurant | AI‑generated menu description | Verify dish names, allergens, prices | 5 min |
| Retail shop | AI‑generated product description | Verify specs, stock status | 6 min |
| Coaching centre | AI‑written FAQ | Verify course dates, accreditation | 7 min |
These examples illustrate that the core steps are the same, but the specific facts to check vary with the business type.
How to Keep the Process Simple
- Template First – Create a single Google Doc that lists the checklist items and a short “What counts as a factual error?” guide (e.g., “Any claim about price, opening hours, certifications, or legal compliance”).
- Publish Gate – In your CMS, make the Fact‑checked checkbox a required field before the Publish button becomes active.
- Quick Training – Run a 5‑minute walkthrough with a real example (e.g., a clinic’s service page) and highlight where to look for numbers, dates, and regulatory claims.
- Weekly Audit – Allocate 15 minutes every Friday to scan the spreadsheet for any “❌” items and assign them to the next day’s work list.
- Correction Log – When you change a claim, note the source you used (e.g., “National Health Service statistics, 2023”). This log can be referenced if a search‑engine reviewer asks for evidence of your fact‑checking process.
By turning the review into a series of tiny, repeatable actions, you avoid the feeling that compliance is a massive project.
Partner Solutions
HeyGrowin can set up the custom “AI‑generated” and “Fact‑checked” fields in your website’s CMS and provide a ready‑made Google Sheet template that tracks every page automatically. Our on‑demand editing services ensure you never run out of qualified reviewers. Learn more at https://heygrow.in.
Frequently asked questions
Do I need to change my SEO strategy because of this rule?
No, your existing SEO tactics remain the same; just add a manual fact‑checking step before publishing.
Can I use an automated fact‑checking tool instead of a human?
Google’s guidance says manual review is required; automated tools can help but must be verified by a person.
What happens if I publish un‑checked AI content?
Your page may be penalised in rankings, and you risk losing user trust.


