AI agent-visibility audit

See your products the way an AI shopping agent does.

AI agents don't browse your store. They filter your data. One missing attribute and your product doesn't exist to them. Find every gap before it costs you a sale.

ABCD
// Free single-product audit · no account · results in seconds
Live audit
READY
Try:
Categories with native schema
29
AI agents probed
2
Avg audit time
~8s
Single-product audit
Free
ARGUMENT · 01

Your SEO is fine. Your product data is what's failing.

A shopping agent breaks a request into exact constraints and matches them against structured attributes. Miss one filterable attribute and you drop out of the comparison set entirely. Your product is never even considered.

Read the schema field guide →
G
Gemini 3.5
simulated · multi-criteria shopping
LIVE
"Find me a cropped linen shirt under $200, in size M, for a hot climate."
category = "Apparel/Tops"MATCH
price < 200 USDMATCH
material = "linen"DESC. ONLY
size_availability = "M"MISSING
fit = "cropped"DESC. ONLY
season = "summer"MISSING
AGENT VERDICTDROPPED FROM CANDIDATE SET
METHOD · 02

How Beaconwise audits a product.

1

Technical readiness

We check for Schema.org Product/Offer markup, confirm AI crawlers like OAI-SearchBot aren't blocked in robots.txt, and detect whether you have a structured ACP or UCP feed at all.

~0.3s
2

Attribute completeness

This is the core. We detect your product's category, then score its data against the attributes agents actually filter on in that category: size, fit, material, compatibility, dimensions, dietary flags, and so on. Missing attributes are flagged with the searches they cost you.

~0.8s
3

Live agent visibility test

We run real category queries against AI assistants and report whether your product surfaced, and which competitors showed up instead. This is the check merchants come back to watch.

On demandFree
4

Continuous monitoring

Paid plans re-run your audit on a schedule and alert you when a site change breaks your AI visibility, a competitor moves above you in ChatGPT or Google AI, or a newly filterable attribute appears in your category.

ScheduledPaid
PLANS · 03

Four ways to use it.

Free Audit
$0/ audit

Diagnose one product. No account, no card.

  • 1 product audit, any time
  • Full visibility score with per-attribute breakdown
  • AI Share of Voice snapshot (3 queries, 1 run)
  • Suggested schema markup
  • No account required
Run a free audit
Starter
$99/ mo
billed yearly

Daily monitoring for small shops, up to 25 products.

  • Up to 25 products monitored
  • 1 AI-optimised storefront (up to 25 products)
  • Daily audit reports
  • AI Share of Voice: 1 run per daily scan
  • Alert: site change broke your AI visibility
  • Competitor tracking dashboard
  • 30-day history
Get started
ProMOST PICKED
$699/ mo
billed yearly

Daily monitoring + competitive intelligence, up to 250 products.

  • Up to 250 products monitored
  • 3 AI-optimised storefronts (up to 250 products each)
  • Daily audit reports
  • AI Share of Voice: 1 run per daily scan
  • Alert: site change broke your AI visibility
  • Alert: competitor moved above you in ChatGPT or Google AI
  • Alert: AI Share of Voice dropped across a category
  • Competitor tracking dashboard
  • Slack and webhook notifications
  • 90-day history
Get started
Enterprise
Let's talk

Full catalog, daily reports, at your scale.

  • Unlimited products
  • Custom audit frequency, up to multiple runs per 24 hours
  • Regional audits: test AI visibility from specific geographies
  • AI Share of Voice: custom run volume
  • Custom AI prompt queries
  • Custom alert rules by category or score threshold
  • API access for your own dashboards
  • Dedicated onboarding and support
  • SLA + custom data retention
  • Custom and white-label reports available
Talk to us
CANDOR · 04

Fair questions. Honest answers.

01Does the audit fix my product data, or just find the problems?+
Today, Beaconwise diagnoses: it tells you precisely which attributes are missing and which searches that costs you, in plain language your team can act on. Automated fixes and feed generation are on the roadmap. We'd rather ship an honest, accurate diagnosis now than a half-working fix.
02How do you know which attributes my category needs?+
Each product category has a different set of attributes agents filter on: apparel needs size, fit, and material; electronics need dimensions, power, and compatibility; food needs ingredients and dietary flags. Beaconwise maps your product to its category and scores it against that category's expected attribute set, grounded in the ACP and UCP feed specs and Google Merchant Center's attribute taxonomy.
03I'm on Shopify. Doesn't Shopify already handle this?+
Shopify syndicates your products to AI channels, but syndication isn't the same as being chosen. Agents rank on data quality, and a syndicated product with thin attributes still gets skipped. The audit shows you where your data is thin, which is something the platform doesn't surface for you.
04Can you track sales that came from an AI agent?+
Not yet, and we won't pretend otherwise. Agent purchases happen through API calls with no browser pixel, so full attribution is roughly 18-24 months away industry-wide. Beaconwise focuses on the part you can control today: whether agents can find and correctly read your products.
05What does the live agent-visibility test actually do?+
We run real category-style queries against AI assistants and record whether your product surfaced, where it ranked, and which competitors appeared instead. Because the answer shifts as catalogs change, paid plans re-run these on a schedule so you can watch your position over time.
06Do I need to connect or give access to my store?+
No. The audit reads your public product pages, the same pages an AI crawler sees. There's no store login, no OAuth, and no access to your admin or customer data.

See your product the way an agent sees it.

Run the free audit on any product page. You'll get a visibility score, your missing attributes, and the exact searches they're costing you.

Audit a product for free