Structured data / rich results
SchemaWhat’s missing and why it matters
AI SEO PRODUCT AUDIT
See why AI search is skipping your product page
Paste a single product URL. In one stream the tool blends Lighthouse, structured data checks, traffic context, and an AI playbook to show you what’s blocking AI overviews, Shopping, and organic rankings.
- Score your AI SEO readiness in plain English.
- Spot schema + review + content gaps AI actually cares about.
- Get a 30‑day quick‑win list and 90‑day rollout plan your team can ship.
Model confidence
Strategy
AI SEO readiness
Issues AI notices first
Signals AI search engines read
How your product looks in the crawl
Content, reviews, trust
On‑pageTechnical health
Core Web VitalsPerf
TBT
LCP
CLS
Show failing Lighthouse checks
Powered by Google PageSpeed Insights.
Demand + keyword landscape
Who’s already finding this brand — and how
Latest month visits
3‑month avg
Top country
Bounce rate
Pages / visit
Time on site
Traffic mix
Current top keywords
Powered by Similarweb & RapidAPI.
How AI systems currently describe you
The story assistants are telling shoppers
Why AI search isn’t fully trusting this page
How Leaderstamp can flip that story
Execution roadmap
What to ship now vs. in the next 90 days
Quick wins next 30 days
If you ignore this for 6–12 months
First 90 days if we run this for you
What our team can own for you
Growth beyond this SKU
Category gap map + content roadmap
Where top pages are ahead
Content cluster to build
These topics are starting‑point suggestions from the AI. When you work with Leaderstamp, our team spends hours in SERPs, competitor content, customer language, and analytics before locking final angles, briefs, and formats for your content.
What this means for growth
Beyond this single product page
How Leaderstamp scales what this audit found
C
AI‑optimized content engine
Turn these findings into buying‑guide, comparison, and FAQ content that AI overviews actually pull from.
- Topic maps + briefs built from your real queries + Similarweb keywords.
- Research‑driven articles that mirror AI overview + assistant snippets.
- Product, Offer, FAQ schema wired in from the first draft.
Q
Quora demand capture
Show up where your buyers are already asking questions and feed both referral traffic and AI training data.
- Map Quora threads to the product gaps surfaced in this audit.
- Authoritative answers that echo your positioning + CTAs.
- Consistent links back into your best money pages + content hubs.
IA
Interview Authority for founders
Turn your CEO into the “quoted source” AI trusts and keeps recommending.
- Interview arcs built from your category + the issues exposed in this report.
- Repurpose interviews into authority articles, FAQ answers, and social snippets.
- Align every asset with how AI search summarizes brands in your space.
Want this fixed by people who live in AI search all day?
If this audit resonates, share the URL with us. We’ll turn it into a full AI‑SEO, content, Quora, and Interview Authority roadmap, prioritized by impact and difficulty.
Email yourself a PDF of this audit
Get a clean PDF with your score, issues, roadmap, that you can forward to your CTO, CMO, or founder.