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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

Sample AgentPass dataSample answers for a fictional retailer. Business and AI surface results are illustrative.

Topic:
Rain shell for hiking
Added:
Sample search
Visibility
74%Your business appeared in 124 of 167 completed AI answers.
Recommended in
42%AI answers that recommend your business
Completed AI answers
167Confidence: High
Last completed answer
Competitor appearing most often: Trail & Co.

Last 90 days. Only completed answers count; checks that failed on the provider's side aren't counted. Confidence: High — AI answers vary between runs, so a few answers are weak evidence.

What each AI surface answered

The latest answer from each AI surface, with earlier checks underneath. Each answer shows when it was checked.

OpenAI API + Web SearchAPI evaluation

Recommended2nd in an ordered listChecked

Businesses named

  • Harbor & Pine OutfittersYour business

    Recommended · 2nd in an ordered list

    Evidence: “Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.”

  • Trail & Co.Tracked competitor

    Recommended · 1st in an ordered list

  • Northfield Goods

    Recommended · 3rd in an ordered list

  • Coastline OutdoorTracked competitor

    Mentioned

Sources cited

  • trailandco.exampleCompetitor website

    Rain shells — Trail & Co.

What the AI said

Here are a few stores to consider for a lightweight rain shell for hiking:

  1. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
  2. Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
  3. Northfield Goods – General outdoor store with budget-friendly basics.

Coastline Outdoor also carries rain shells.

Tip: stock and sizes change quickly, so confirm availability on each store's website before you go.

Earlier checks

  1. RecommendedChecked

    Also named: Trail & Co.

    Show this answer

    Here are a few stores to consider for a lightweight rain shell for hiking:

    • Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.

    Trail & Co. also carries rain shells.

    Tip: stock and sizes change quickly, so confirm availability on each store's website before you go.

  2. RecommendedChecked

    Also named: Trail & Co.

    Show this answer

    Here are a few stores to consider for a lightweight rain shell for hiking:

    • Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
    • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.

    Tip: stock and sizes change quickly, so confirm availability on each store's website before you go.

    • harborandpine.exampleYour website

      Rain jackets — Harbor & Pine Outfitters

    • reddit.com

      Forum or communityLightweight rain shell for PNW day hikes — r/CedarHarborOutdoors

  3. First recommendedChecked

    1st in an ordered list · Also named: Trail & Co., Summit Supply Co.

    Show this answer

    Here are some good options for a lightweight rain shell for hiking:

    1. Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
    2. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
    3. Summit Supply Co. – Technical outerwear and climbing gear, with knowledgeable staff.

    Tip: stock and sizes change quickly, so confirm availability on each store's website before you go.

    • harborandpine.exampleYour website

      Rain jackets — Harbor & Pine Outfitters

    • yelp.com

      Review siteRain shells in Cedar Harbor, WA — Yelp

    • reddit.com

      Forum or communityLightweight rain shell for PNW day hikes — r/CedarHarborOutdoors

  4. MentionedChecked

    Also named: Trail & Co., Summit Supply Co.

    Show this answer

    Here are some good options for a lightweight rain shell for hiking:

    1. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
    2. Summit Supply Co. – Technical outerwear and climbing gear, with knowledgeable staff.

    Harbor & Pine Outfitters also stocks rain shells.

    Tip: stock and sizes change quickly, so confirm availability on each store's website before you go.

    • harborandpine.exampleYour website

      Pine Ridge Rain Shell — Harbor & Pine Outfitters

  5. RecommendedChecked

    Also named: Trail & Co.

    Show this answer

    Here are a few stores to consider for a lightweight rain shell for hiking:

    • Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.

    Trail & Co. also carries rain shells.

    Tip: stock and sizes change quickly, so confirm availability on each store's website before you go.

    • harborandpine.exampleYour website

      Rain jackets — Harbor & Pine Outfitters

    • yelp.com

      Review siteRain shells in Cedar Harbor, WA — Yelp

Anthropic API + Web SearchAPI evaluation

RecommendedChecked

Businesses named

  • Harbor & Pine OutfittersYour business

    Recommended

    Evidence: “Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.”

  • Trail & Co.Tracked competitor

    Recommended

  • Summit Supply Co.Tracked competitor

    Recommended

Sources cited

  • harborandpine.exampleYour website

    Pine Ridge Rain Shell — Harbor & Pine Outfitters

  • trailandco.exampleCompetitor website

    Rain shells — Trail & Co.

  • yelp.com

    Review siteRain shells in Cedar Harbor, WA — Yelp

What the AI said

Based on current listings and reviews, here are the places I'd suggest for a lightweight rain shell for hiking:

  • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
  • Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
  • Summit Supply Co. – Technical outerwear and climbing gear, with knowledgeable staff.

If you share your budget and how you'll use it, I can narrow this down further.

Earlier checks

  1. RecommendedChecked

    2nd in an ordered list · Also named: Summit Supply Co., Trail & Co.

    Show this answer

    For a lightweight rain shell for hiking, these are the stores I'd consider:

    1. Summit Supply Co. – Technical outerwear and climbing gear, with knowledgeable staff.
    2. Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
    3. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.

    If you share your budget and how you'll use it, I can narrow this down further.

    • yelp.com

      Review siteRain shells in Cedar Harbor, WA — Yelp

  2. Monitoring incompleteChecked
  3. First recommendedChecked

    1st in an ordered list · Also named: Trail & Co., Northfield Goods

    Show this answer

    For a lightweight rain shell for hiking, these are the stores I'd consider:

    1. Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
    2. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
    3. Northfield Goods – General outdoor store with budget-friendly basics.

    If you share your budget and how you'll use it, I can narrow this down further.

    • trailandco.exampleCompetitor website

      Rain shells — Trail & Co.

  4. Not mentionedChecked

    Also named: Trail & Co., Summit Supply Co.

    Show this answer

    Based on current listings and reviews, here are the places I'd suggest for a lightweight rain shell for hiking:

    1. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
    2. Summit Supply Co. – Technical outerwear and climbing gear, with knowledgeable staff.

    If you share your budget and how you'll use it, I can narrow this down further.

  5. MentionedChecked

    Also named: Trail & Co.

    Show this answer

    For a lightweight rain shell for hiking, these are the stores I'd consider:

    • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.

    Harbor & Pine Outfitters also stocks rain shells.

    If you share your budget and how you'll use it, I can narrow this down further.

Gemini API + Google SearchAPI evaluation

MentionedChecked

Businesses named

  • Harbor & Pine OutfittersYour business

    Mentioned

    Evidence: “Harbor & Pine Outfitters also stocks rain shells.”

  • Trail & Co.Tracked competitor

    Recommended · 1st in an ordered list

  • Coastline OutdoorTracked competitor

    Recommended · 2nd in an ordered list

Sources cited

  • trailandco.exampleCompetitor website

    Rain shells — Trail & Co.

  • yelp.com

    Review siteRain shells in Cedar Harbor, WA — Yelp

  • harborandpine.exampleYour website

    Pine Ridge Rain Shell — Harbor & Pine Outfitters

What the AI said

Popular places for a lightweight rain shell for hiking include:

  1. Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
  2. Coastline Outdoor – Outdoor clothing and travel gear with seasonal sales.

Harbor & Pine Outfitters also stocks rain shells.

Prices and availability may vary by location.

Earlier checks

  1. MentionedChecked

    Also named: Trail & Co.

    Show this answer

    Popular places for a lightweight rain shell for hiking include:

    • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.

    Harbor & Pine Outfitters also stocks rain shells.

    Prices and availability may vary by location.

    • google.com

      Maps listingRain shells near Cedar Harbor, WA — Google Maps

    • yelp.com

      Review siteRain shells in Cedar Harbor, WA — Yelp

  2. MentionedChecked

    Also named: Coastline Outdoor

    Show this answer

    Popular places for a lightweight rain shell for hiking include:

    • Coastline Outdoor – Outdoor clothing and travel gear with seasonal sales.

    Harbor & Pine Outfitters also stocks rain shells.

    Prices and availability may vary by location.

    • coastlineoutdoor.exampleCompetitor website

      Coastline Outdoor — Clothing and travel gear

    • harborandpine.exampleYour website

      Pine Ridge Rain Shell — Harbor & Pine Outfitters

  3. MentionedChecked

    Also named: Trail & Co., Summit Supply Co., Northfield Goods

    Show this answer

    A few stores are worth checking out for a lightweight rain shell for hiking:

    • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.
    • Summit Supply Co. – Technical outerwear and climbing gear, with knowledgeable staff.

    Harbor & Pine Outfitters also stocks rain shells. Northfield Goods also sells rain shells.

    Prices and availability may vary by location.

    • trailandco.exampleCompetitor website

      Rain shells — Trail & Co.

    • harborandpine.exampleYour website

      Pine Ridge Rain Shell — Harbor & Pine Outfitters

  4. RecommendedChecked

    Also named: Trail & Co.

    Show this answer

    A few stores are worth checking out for a lightweight rain shell for hiking:

    • Harbor & Pine Outfitters – Lightweight, packable rain shells for day hikes, from $159.
    • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.

    Prices and availability may vary by location.

    • harborandpine.exampleYour website

      Pine Ridge Rain Shell — Harbor & Pine Outfitters

    • google.com

      Maps listingRain shells near Cedar Harbor, WA — Google Maps

    • reddit.com

      Forum or communityLightweight rain shell for PNW day hikes — r/CedarHarborOutdoors

  5. MentionedChecked

    Also named: Trail & Co.

    Show this answer

    A few stores are worth checking out for a lightweight rain shell for hiking:

    • Trail & Co. – Large outdoor retailer with a deep selection of rain gear and a clear size guide.

    Harbor & Pine Outfitters also stocks rain shells.

    Prices and availability may vary by location.

API evaluation results may differ from consumer AI applications.

Businesses in these answers

How often each business appeared in completed AI answers to this search.
Businesses named in completed AI answers to this search: how often each appeared and was recommended. Businesses you don't track only show how many answers named them.
BusinessAppeared inRecommended inStatus
Trail & Co.92%153 of 16785%Tracked competitor
Harbor & Pine Outfitters74%124 of 16742%Your business
Summit Supply Co.43%72 of 16741%Tracked competitor
Coastline Outdoor33%55 of 16732%Tracked competitor
Northfield GoodsNamed in 18 answers—Not tracked

Based on publicly observable AI answers only. Businesses you don't track get no visibility figure until you add them as competitors.

Information coverage — AgentPass simulation

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

AgentPass simulation

Information found on your websiteChecked

What AgentPass found on your website

AgentPass found information on your website covering: lightweight rain shell, hiking. Coverage: 2 of 2 topics.

Your pages that matched

  • harborandpine.exampleYour website

    Pine Ridge Rain Shell — Harbor & Pine Outfitters

Earlier checks

  1. Information found on your websiteChecked
    Show what AgentPass found

    AgentPass found information on your website covering: lightweight rain shell, hiking. Coverage: 2 of 2 topics.

  2. Information found on your websiteChecked
    Show what AgentPass found

    AgentPass found information on your website covering: lightweight rain shell, hiking. Coverage: 2 of 2 topics.

  3. Information found on your websiteChecked
    Show what AgentPass found

    AgentPass found information on your website covering: lightweight rain shell, hiking. Coverage: 2 of 2 topics.

  4. Information found on your websiteChecked
    Show what AgentPass found

    AgentPass found information on your website covering: lightweight rain shell, hiking. Coverage: 2 of 2 topics.

  5. Information found on your websiteChecked
    Show what AgentPass found

    AgentPass found information on your website covering: lightweight rain shell, hiking. Coverage: 2 of 2 topics.

AgentPass analysis

What AgentPass noticed for this search: the observation, the evidence behind it, a possible reason (a hypothesis) and an action you can take.

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.

Owner action:See sources used

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