Technical foundations
7/10Crawlable, indexable, canonical in place; structured data missing.
Example report
This is a fictional audit of an invented product, “Northstar Notes” (northstar.example). The company, pages, and scores are illustrative — they show the structure and depth of a real report, not a customer story. Reviewed September 5, 2026.
Technically crawlable, but hard for AI engines to quote, cite, or recommend. Most lost points are in answer readiness and authority.
Crawlable, indexable, canonical in place; structured data missing.
Category is implied but never stated in plain language.
No FAQ, no comparison content, no question-shaped blocks to quote.
No external proof pages, no alternatives content, no review presence.
Each signal is a verifiable observation about the homepage and crawlable files, weighted by how much it affects AI visibility.
| Signal | Result | Evidence |
|---|---|---|
| Clear title | Pass | Title names the product and category in 58 characters. |
| Useful meta description | Pass | Description states who the product is for and what it does. |
| Single clear H1 | Pass | One H1 that matches the title intent. |
| Canonical URL | Pass | Self-referencing canonical on the homepage. |
| Indexable page | Pass | No noindex, X-Robots-Tag is clean. |
| robots.txt | Pass | robots.txt exists and references the sitemap. |
| Sitemap discoverability | Pass | XML sitemap found with 12 URLs. |
| Structured data | Missing | No Organization, Product, or FAQPage schema detected. |
| Pricing signal | Missing | No pricing page or price mention an AI can quote. |
| Question-answer content | Missing | No FAQ block answering buyer questions directly. |
| Use-case pages | Missing | No pages targeting specific user scenarios. |
| Comparison pages | Missing | No vs/alternatives content for buyers comparing options. |
Give AI engines a machine-readable statement of what the product is, who makes it, and what it costs.
AI assistants frequently answer 'how much does X cost'. Without a pricing page, the answer is a guess or a competitor's claim.
Five to eight direct question-answer pairs give answer engines quotable units.
A 'Northstar Notes vs alternatives' page captures comparison prompts that already happen in AI chats.
One page per core persona, each with concrete workflows and proof.
Reports also include copy suggestions — a rewritten title, meta description, draft FAQ answers, and the schema types to add — plus an evidence appendix listing every URL checked, its HTTP status, and what could not be verified.
The first audit is free and takes about a minute. You get the same structure as this example, built from your actual pages.
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