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Sample data

Sample AgentPass dashboard

Example data showing what becomes measurable after AgentPass is connected.

This is a fictional retailer with sample data, shown to illustrate AgentPass. None of these numbers describe a real business. Every number here is computed by the same code that powers real AgentPass dashboards.

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Harbor & Pine Outfittersharborandpine.exampleAgent readiness 91 / 100 (58 → 73 → 91)

Fictional retailer

AI Visibility

Sample AgentPass data

See when AI recommends your business — and where competitors are showing up instead. Sample numbers for a fictional retailer; none of them describe a real business, and the competitors are fictional too.

Last checked
Next scheduled
Frequency
3 times a week
Market
Cedar Harbor, WA, United States

This is sample data — changes are disabled.

0 of 8 on-demand checks used this month

AI Visibility
68%Your business appeared in 68% of monitored AI discovery tests.↑ 7 pts vs previous periodConfidence: HighBased on 1,162 observations across 3 AI surfaces.
Recommendation rate
41%↑ 6 ptsAI answers that recommend your business
Competitive share
29%↑ 1 ptYour share of mentions among the competitors you track
Owned-site citation rate
37%↑ 6 ptsAI answers that cite your own website
Monitored searches
181,162 completed AI answers in this period

More metrics

Citation rate
40%
AI answers that cite your website, or a page whose title or address names your business.
First recommended
23%
Of answers that were an explicit numbered list, the share that listed your business first.
Search coverage
70%
Customer-search topics where your business appears in at least 50% of answers.

Last 30 days, across the AI surfaces below. API evaluation results may differ from consumer AI applications.

Visibility by AI surface

How often each AI surface mentioned your business.
  • OpenAI API + Web SearchAPI evaluation
    Visibility
    81%
    Change
    ↑ 10 pts
    Searches tested
    465
  • Anthropic API + Web SearchAPI evaluation
    Visibility
    52%
    Change
    —
    Searches tested
    241
  • Gemini API + Google SearchAPI evaluation
    Visibility
    64%
    Change
    ↑ 12 pts
    Searches tested
    456

API evaluation results may differ from consumer AI applications. Searches tested counts completed AI answers; provider errors aren't counted.

Information coverage — AgentPass simulation

Whether your own website answers each search. Not an AI result, and not counted as visibility.

75%

Your website covered what customers asked about in 176 of 234 searches checked.

AgentPass checked whether your own website covers each search. This is not an AI platform result.

Where you're showing up

Customer searches where your business appeared in at least half of AI answers.

You're showing up consistently.

Your business appeared in 180 of 196 evaluations for “Waterproof jacket under $200”.

Where you're being missed

Customer searches where your business appeared in fewer than half of AI answers.

You're missing from a high-value search.

Your business appeared in 8 of 65 evaluations for “Black jacket available for pickup”. Competitor Trail & Co. appeared in 51.

Competitors appearing most often

Share of voice among the businesses you track, and how often each appears.
Share of voice and visibility for your business and the competitors you track.
BusinessShare of voiceVisibility
Trail & Co.38%87%
Harbor & Pine OutfittersYour business29%68%
Summit Supply Co.19%45%
Coastline Outdoor14%31%

Frequently appearing businesses

Named in AI answers but not tracked yet. AgentPass never adds a competitor automatically.

  • Northfield Goods

    Named in 171 AI answers · northfieldgoods.example

This is sample data — changes are disabled.

Based on publicly observable AI answers only. AgentPass has no access to competitors' private data.

What AI is using as evidence

The sources AI answers cited most often.

Your own site is cited in 54% of AI answers mentioning your business.

Your collection page is your most frequently cited pagehttps://harborandpine.example/collections/rain-jackets

  • yelp.comReview site42%
  • harborandpine.exampleYour website37%
  • google.comMaps listing31%
  • trailandco.exampleCompetitor website26%
  • reddit.comForum or community17%
  • cedarharboroutdoorsjournal.exampleNews or press12%

Share of completed AI answers that cited each source at least once. This shows what AI used, not why it chose a business.

What you can improve

Opportunities from your visibility results, each with the observation and evidence behind it. AI answers change for many reasons; AgentPass tracks what happens after you act.

Make pickup availability visible to AI

AgentPass can guide you

Product information · High priority · Confidence: Medium

Observation
Your business appeared in 8 of 65 AI answers for “black jacket available for pickup” searches (12%). Trail & Co. appeared in 51 of 65 (78%).
Evidence
Based on 65 completed AI answers in the last 30 days across 3 AI surfaces. Trail & Co.'s own website was among the sources used in 13 of these 65 answers. Measured on API evaluation surfaces; provider errors are not counted.
Possible reason (a hypothesis, not a finding)
AI systems may not find clear, current pickup availability for your store, while the sources they used describe in-store pickup at Trail & Co.
Recommended action
Show in-store pickup availability (which store, which sizes and colors) on product pages and in your machine-readable product details, and keep it in sync with your connected inventory.
Developer details

Add pickup availability to your schema.org Product markup (offers with availableAtOrFrom / availability per store).

Strengthen first-party product information

AgentPass can guide you

Your website content · Medium priority · Confidence: Medium

Observation
Your own website was cited in 427 of 791 AI answers that mention your business (54%). Across all answers, yelp.com was cited in 42% and your website in 37%.
Evidence
Based on 1,162 completed AI answers in the last 30 days. For carry-on backpack searches, your website was cited in 62 of 128 answers. Measured on API evaluation surfaces; provider errors are not counted.
Possible reason (a hypothesis, not a finding)
AI systems may be relying on review sites and competitor pages for product details such as waterproof ratings, sizes and prices.
Recommended action
Make your product and collection pages the clearest source: price, waterproof rating, sizes, colors and availability in plain text and as product details in a machine-readable format.
Developer details

Use schema.org Product markup (JSON-LD) with offers, price, availability, size and color on product pages.

Show your Cedar Harbor location details

AgentPass can guide you

Location information · Medium priority · Confidence: Medium

Observation
Your business appeared in 28% of AI answers for “waterproof boots in Cedar Harbor” and 31% for “outdoor gear store open late”. Your store locations page was cited in 6 of these 129 answers; maps listings in 89.
Evidence
Based on 129 completed AI answers for these location searches in the last 30 days. The AgentPass simulation could not find late opening hours on your website. Measured on API evaluation surfaces; provider errors are not counted.
Possible reason (a hypothesis, not a finding)
AI systems may not find complete information about your Cedar Harbor stores — addresses, opening hours and what's in stock — on your own website.
Recommended action
Give each Cedar Harbor store its own page with address, opening hours, pickup options and popular categories, add the store details in a machine-readable format, and keep hours consistent across your maps and directory listings.
Developer details

Add schema.org LocalBusiness (or Store) markup (JSON-LD) per location page, with address, geo, openingHoursSpecification and telephone.

Visibility over time

Am I becoming more visible?

Share of AI answers mentioning your business in the 7 days up to each date.

Sep 9: 68%Sep 10: 69%Sep 11: 69%Sep 12: 69%Sep 13: 69%Sep 14: 70%Sep 15: 70%Sep 16: 70%Sep 17: 69%Sep 18: 69%Sep 19: 69%Sep 20: 69%Sep 21: 69%Sep 22: 69%Sep 23: 69%Sep 24: 69%Sep 25: 69%Sep 26: 67%Sep 27: 67%Sep 28: 66%Sep 29: 66%Sep 30: 66%Oct 1: 67%Oct 2: 67%Oct 3: 69%Oct 4: 69%Oct 5: 69%Oct 6: 69%Oct 7: 69%Oct 8: 68%
AI Visibility by day, last 30 days
DateAI Visibility
Sep 968%
Sep 1069%
Sep 1169%
Sep 1269%
Sep 1369%
Sep 1470%
Sep 1570%
Sep 1670%
Sep 1769%
Sep 1869%
Sep 1969%
Sep 2069%
Sep 2169%
Sep 2269%
Sep 2369%
Sep 2469%
Sep 2569%
Sep 2667%
Sep 2767%
Sep 2866%
Sep 2966%
Sep 3066%
Oct 167%
Oct 267%
Oct 369%
Oct 469%
Oct 569%
Oct 669%
Oct 769%
Oct 868%

Changes in this period

  1. · Added waterproof ratings to jacket product pages

    No measurement from before this date in the selected period.

  2. · Added Anthropic API + Web Search to monitoring

    Change occurred after: visibility went from 69% to 68% (↓ 1 pt) by Oct 8.

  3. · Updated pickup information on product pages

    Change occurred after: visibility went from 69% to 68% (↓ 1 pt) by Oct 8.

AgentPass shows what changed after an event. It doesn't claim the event caused the change.

Discovery and agent readiness

Whether AI finds you, and whether agents can act once it does.

AI mentions you — but agents can't always complete the purchase.

Your business appeared in 68% of monitored AI discovery tests, but agents can't check store inventory at Northgate Outlet, and checkout failures have run higher than usual for the last 9 days.

Owner action:Fix transaction readiness
AI Visibility
68%
Agent readiness
91 / 100

What agents can't reliably do yet

  • Store-level inventory at Northgate Outlet
  • Reliable checkout

From discovery to orders

Each stage for the last 30 days, where AgentPass has real data.
  1. Discoveryof monitored AI answers mention you68%
  2. Selectionof monitored AI answers recommend you41%

Discovery and selection come from monitored AI answers; the other stages come from agent activity through AgentPass. They're measured separately, and only stages with real data are shown. Agent actions, carts and orders appear here once agents use your business through AgentPass.

How these numbers are calculated
AI Visibility
The share of completed AI answers to your monitored customer searches that mention your business. Mentions are detected by fixed rules — matching your business name, the names you added and your website — not by AI.
Recommendation rate
The share of completed AI answers that recommend your business, not only mention it.
Competitive share
Your mentions divided by all mentions of your business and the competitors you track, counting each business once per answer.
Owned-site citation rate
The share of completed AI answers that cite a page on your own website.
What counts
Only completed answers count. Provider errors, timeouts and rate limits are left out of every percentage, and a surface where fewer than 80% of checks completed is marked “Monitoring incomplete”. The AgentPass simulation is never counted as visibility.
Confidence
Based on how many completed answers there are, how many AI surfaces returned data and how many checks completed. AI answers vary from one run to the next, so a single answer is weak evidence.

API evaluation results may differ from consumer AI applications.

Read the full methodology

Look closer at a customer search

Open a search to see what each AI surface answered: the businesses it named, the sources it cited and the answer itself.

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