Mirror AI visibility scorecard
Sharp logistics software with the front door bolted shut to AI.
An assistant understands Cadence as route-scheduling and dispatch software for mid-market fleets of roughly twenty to three hundred vehicles, with fast onboarding. The positioning is clear and well marked up.
Cadence cadence-dispatch.example
AI legibility
Mostly legible to AI.
This score weighs the signals AI assistants rely on to read a business: identity, crawler access, structured data, shareability, discoverability, and content structure. It measures how legible you are to AI, not how good your business is.
- Identity100
Your title and description tell AI plainly who you are.
- present:Page title (Cadence | Logistics scheduling for mid-market fleets)
- present:Meta description (Cadence is scheduling and dispatch software that helps mid-market logistics teams plan routes, balance driver hours, and cut empty miles.)
- present:Declared language (en)
- AI access15
Your robots.txt turns AI crawlers away at the door.
- present:robots.txt found
- missing:AI crawlers allowed (blocked: GPTBot, ClaudeBot)
- Structured data100
Schema.org markup hands AI a labeled fact sheet about you.
- present:JSON-LD present (Organization)
- present:Business / organization entity
- Shareability100
Links to you unfurl with a real title and image.
- present:Open Graph title
- present:Open Graph description
- present:Open Graph image
- present:Twitter card
- Discoverability75
A sitemap lays out your pages for crawlers to follow.
- present:Sitemap
- present:Canonical URL
- missing:llms.txt (emerging AI-guidance file)
- Content structure80
Clear headings give AI an outline of what matters.
- present:Single clear H1
- present:Section headings (H2)
- present:Image alt text (1/1 images)
- missing:Readable text (544 chars)
What AI gets wrong, or cannot tell
- Your robots.txt blocks GPTBot and ClaudeBot, so the assistants people actually ask may never read any of this.
- Without the AI crawlers, your clear positioning cannot show up in AI answers about logistics tools.
- Pricing and integrations are not stated, so AI cannot compare you to alternatives.
Highest-impact fixes
- Remove the GPTBot and ClaudeBot blocks from robots.txt, or scope them to private paths only.
- Publish an llms.txt that points AI at your product, pricing, and docs.
- State the fleet sizes, integrations, and a pricing signal in plain text, not just images.
Your turn
See how AI reads your site.
Mirror scores any site for free in a few seconds. If yours has gaps, closing them is exactly the kind of work I do: making a business legible to the assistants people now ask before they ever visit.