Example AI search audit
What eLLMo AI Search finds on
Benchmade in an AI search audit.
Benchmade Bugout. Real heritage and 873 reviews that an AI engine cannot verify or cite.
benchmade.com
In the source audit, Benchmade scored about 3.2 out of 10, while wholesale partner BladeHQ was more answer-engine-readable. Product schema, warranty data, and readable reviews are missing, and a Cloudflare rule constrains crawler access.
Structured data
What an AI engine can confirm about this page without guessing.
No Product schema for Bugout specs
In the source audit, blade length, weight, AXIS lock, S30V steel, geometry, handle, and US origin are not structured data an engine can confirm.
No WarrantyPromise schema for LifeSharp
Free LifeSharp sharpening is a real, stated benefit with no structured warranty data attached to it.
No FAQPage schema
The source audit recommends eight review-derived FAQs, none of which currently exist as structured data.
Verify it yourself
A live, unauthenticated fetch of benchmade.com, checked against the schema types an AI engine looks for first.
Live JSON-LD check
benchmade.com
- Present
Organization
- Present
WebSite
- Missing
Product / Offer
- Missing
AggregateRating / Review
- Missing
FAQPage
- Missing
BreadcrumbList
A direct fetch of benchmade.com found 3 JSON-LD blocks: Organization, WebSite, and SiteNavigationElement.
Can an AI crawler read this page
What the page body actually says, not what it implies with an image.
Reviews are client-rendered
873 product reviews exist, but in the source audit they render client-side, which makes them harder for an engine to read directly.
A Cloudflare rule constrains crawler access
In the source audit, this rule limits GPTBot, PerplexityBot, and Claude-linked crawling specifically, independent of any content quality issue.
Support facts are fragmented across subdomains
Warranty and service information exists, but it is split across separate subdomains rather than connected to the core product entity.
Fix these
Ranked by how much each one changes whether an AI engine can cite this page.
Add Product schema for Bugout, Griptilian, Crooked River, and Wildcoast
In the source audit, this is scoped as a 30-day rollout applying the same coverage across the core catalog before re-running the same 16 queries across five engines.
Add WarrantyPromise schema for LifeSharp sharpening
This turns a stated benefit into a structured, citable warranty fact.
Adjust crawler access rules
The Cloudflare rule constraining GPTBot, PerplexityBot, and Claude-linked crawling needs review, since restricted access blocks citation regardless of content quality.
What every AI search audit ships
A scored audit, structured data fixes, and copy you can ship today.
Every audit ships a scored report, ranked schema fixes, and page copy designed to land in your engineering ticket and your content brief.
Scored visibility report
A branded and unbranded visibility score across ChatGPT, Claude, Gemini, and Perplexity, with the exact questions tested.
Ranked schema fixes
Structured data gaps ranked by how many buyer questions they unblock. Each one traces to a specific page element.
Readable page copy
Plain-text specs and answers an AI engine can quote directly. Paste into your product page or CMS.
Questions & answers
Common questions about this audit
This is a summary independent analysis by eLLMo AI, built from public data and our synthetic digital twins.
Book a demo
Same method. Your homepage. See exactly where AI engines can and cannot recommend your brand.