Playable Structured‑Data Audit: A 30‑Point SEO Checklist to Make Demos Answerable by AI

Search engines and AI assistants increasingly rely on structured signals to extract facts, images, and step‑by‑step procedures from pages. For product demos and short procedural guides, adding the right schema makes the content programmatically discoverable, reduces misinterpretation risk, and increases the chance an AI can answer a direct question about your product.

This is not about chasing every schema feature — it's about a minimal, predictable stack shaped for demos: SoftwareApplication for the product, ImageObject for screenshots and GIFs, HowTo for interactive setup or walkthrough steps, and ClaimReview when you need to assert evidence for product claims (e.g., benchmarks, comparisons). The Google docs for SoftwareApplication and ClaimReview and image guidance are the implementation baseline to follow.

Below are concise checks you can run page‑by‑page. Each check is written so a founder, PM, or engineer can validate and fix within minutes. Use the one‑page audit spreadsheet (columns suggested below) to score pages pass/fail and prioritize fixes.

Treat the checks as pragmatic: required properties first, then recommended, then quality items that influence agent reliability (canonical IDs, unambiguous image metadata, explicit step durations).

For each type below are minimal examples you can adapt. Put the following JSON‑LD in the page head or right after the visible content. Keep values concise and canonical (absolute URLs). Always include the required properties for Google eligibility.

After deploying, validate with Google’s Rich Results Test and the URL Inspection tool in Search Console to confirm Google's view of the data.

Create a single sheet with one row per URL and these columns: URL, Page type (demo/howto/article), SoftwareApplication present (Y/N), ImageObject present (Y/N), HowTo present (Y/N), ClaimReview present (Y/N), Required fields missing (list), Warnings (dup IDs, mismatched canonicals), Test results (Rich Results / Passed/Failed), Priority (1‑3), Owner, Notes. With this layout you can audit 30–70 pages in a day for a small product site.

Use simple scoring: Missing required property = 3 points, missing recommended = 1 point, conflicting data = 4 points. Sum to prioritize pages to fix. Track verification: after a fix retest and capture the Rich Results Test snapshot link in Notes.

Keep structured data truthful and visible. Google’s guidelines require that the structured data reflects visible page content — don’t hide large claims in JSON‑LD only. For ClaimReview, confirm you follow the publisher guidance: the page must include the fact‑check text and evaluation. Misuse of ClaimReview or mismatched claims can cause manual actions or removal from special features.

Validate with these tools early and often: Google’s Rich Results Test and URL Inspection; for images, follow Google Images best practices and mark primaryImageOfPage when the screenshot is the canonical visual. Bing also supports ClaimReview and uses similar signals, so structured ClaimReview markup helps broader indexing beyond Google.