Can an AI answer your shoppers?
Alpine Peak Outfitters · measured 2026-08-17
95%
shopper questions answered
of 39 measured questions
62%
answered from the site alone
raw site HTML (18 pages, same questions)
92%
answers citing verified facts
every citation names its concept
17× less
reading for the same answers
2,407 vs 41,780 tokens per question
What this means
An AI assistant given this store's knowledge bundle answered 95% of a fixed set of realistic shopper questions, against 62% when reading the website the way engines otherwise do. Answers cite the exact verified fact they came from, and live values like price and stock are fetched from the store's own systems instead of quoted from stale text.
Coverage by topic
| Finding the right product | 3 / 3 |
| Product facts | 3 / 3 |
| Comparing products | 3 / 3 |
| Returns, warranty and policies | 2 / 3 |
| Shipping and delivery | 3 / 3 |
| Trust and legitimacy | 3 / 3 |
| Live price and stock | 2 / 3 |
| Sales and promotions | 3 / 3 |
| Fit and compatibility | 3 / 3 |
| After the purchase | 3 / 3 |
| Materials and compliance | 3 / 3 |
| In-store and local | 3 / 3 |
| Wholesale and B2B | 3 / 3 |
What the store still can't answer
- pol-3 (policy): What warranty does the store offer on its own-brand gear? — /policies/warranty.md exists but is a draft withheld from publication pending legal review; the published bundle cannot answer.
- cap-3 (capability): Order-status lookup was retrieved but the judge marked the answer incomplete: the concept does not say where in the confirmation email the access token lives. Suggested fix queued for the next survey pass.
The detail behind the numbers
Each row below is recomputed from the committed bundle and its question pack every time this report renders: the exact question asked, the knowledge file it finds, and the reading cost in tokens. This pass is deterministic and involves no AI model. Judged verdicts (answered, grounded, cited) are recorded only as the aggregates above, so no per-question grade is shown that was not measured. Finding knowledge is necessary, not sufficient: a question can find the right file and still lose its point from the judge, which is why each topic shows both counts; where the recorded scorecard names the question that lost its point, its row is marked, and the knowledge gaps above say what was missing.
Finding the right product knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Does this store sell a lightweight tent suitable for two people on a summer thru-hike? asked in a shopper's own words: the same knowledge was found | /catalog/tents.md · Tents +3 more | 2,175 |
| I need a down sleeping bag for shoulder-season nights around freezing — do they have one? asked in a shopper's own words: different knowledge was found | /catalog/products/ridgeline-20-sleeping-bag.md · Ridgeline 20 Sleeping Bag +3 more | 2,821 |
| Do they sell a four-season tent I could use for winter camping in Norway? asked in a shopper's own words: the same knowledge was found | /catalog/tents.md · Tents +3 more | 1,999 |
Product facts knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| How much does the Alpine 2 tent weigh in my pack? asked in a shopper's own words: the same knowledge was found | /catalog/products/alpine-2-tent.md · Alpine 2 Tent +3 more | 2,175 |
| What is the EN limit temperature rating of the Ridgeline 20 sleeping bag? asked in a shopper's own words: the same knowledge was found | /catalog/products/ridgeline-20-sleeping-bag.md · Ridgeline 20 Sleeping Bag +3 more | 3,056 |
| Is a footprint included with the Alpine 2 tent? asked in a shopper's own words: the same knowledge was found | /catalog/products/alpine-2-tent.md · Alpine 2 Tent +3 more | 2,175 |
Comparing products knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| For a tall couple, is the Alpine 2 roomy enough or should we look at something bigger? asked in a shopper's own words: the same knowledge was found | /catalog/products/alpine-2-tent.md · Alpine 2 Tent +3 more | 2,175 |
| What do I give up by choosing a freestanding tent like the Alpine 2 over a trekking-pole shelter? asked in a shopper's own words: the same knowledge was found | /guides/tent-buying-guide.md · Tent Buying Guide +3 more | 2,175 |
| Between the regular and long Ridgeline 20, which should a 185 cm tall person buy? asked in a shopper's own words: the same knowledge was found | /compatibility/fit-and-pairing.md · Fit Guide — Sleeping Bag Length & Tent Pairing +3 more | 2,747 |
Returns, warranty and policies knowledge found for 3 / 3 · judged answers 2 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Can I return the tent after setting it up in my living room to check it? asked in a shopper's own words: the same knowledge was found | /compatibility/fit-and-pairing.md · Fit Guide — Sleeping Bag Length & Tent Pairing +3 more | 2,349 |
| How long do I have to return an item, and who pays for return shipping? asked in a shopper's own words: the same knowledge was found | /compatibility/fit-and-pairing.md · Fit Guide — Sleeping Bag Length & Tent Pairing +3 more | 2,181 |
| What warranty does the store offer on its own-brand gear? judged not answered in the recorded evaluation (see the gap above) asked in a shopper's own words: the same knowledge was found | /ownership/ridgeline-20-care.md · Ridgeline 20 — Care, Storage & Warranty Help +3 more | 2,336 |
Shipping and delivery knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Do they ship to Canada, and what will it cost me? asked in a shopper's own words: different knowledge was found | /policies/shipping.md · Shipping Policy +2 more | 1,569 |
| If I order a tent Tuesday morning, when does it actually ship? asked in a shopper's own words: the same knowledge was found | /policies/shipping.md · Shipping Policy +3 more | 2,317 |
| Is shipping free for an order over 100 dollars within the US? asked in a shopper's own words: the same knowledge was found | /policies/shipping.md · Shipping Policy +3 more | 2,117 |
Trust and legitimacy knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Is this a real company, and how do I reach a human if something goes wrong? asked in a shopper's own words: the same knowledge was found | /passports/ridgeline-20.md · Product Passport — Ridgeline 20 Sleeping Bag +3 more | 2,839 |
| What payment methods can I use at checkout? asked in a shopper's own words: different knowledge was found | /promotions/fall-clearance.md · Fall Clearance — 15% Off Sleeping Bags +3 more | 2,156 |
| Do gift cards from this store expire? asked in a shopper's own words: the same knowledge was found | /faq/general.md · General FAQ +3 more | 2,029 |
Live price and stock knowledge found for 3 / 3 · judged answers 2 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| How can my shopping agent get the current price of the Alpine 2 tent programmatically? asked in a shopper's own words: the same knowledge was found | /catalog/products/alpine-2-tent.md · Alpine 2 Tent +3 more | 2,425 |
| Can an agent check whether the Ridgeline 20 is in stock right now, and how fresh is that answer? asked in a shopper's own words: the same knowledge was found | /locations/denver-flagship.md · Alpine Peak Outfitters — Denver Flagship +3 more | 2,604 |
| My assistant wants to check my order status — can it do that without my account password? judged not answered in the recorded evaluation (see the gap above) asked in a shopper's own words: the same knowledge was found | /capabilities/order-status.md · Order Status Lookup +3 more | 2,465 |
Sales and promotions knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Is there a sale on right now? asked in a shopper's own words: the same knowledge was found | /promotions/fall-clearance.md · Fall Clearance — 15% Off Sleeping Bags +3 more | 2,192 |
| Do you have a discount code I can use at checkout? asked in a shopper's own words: the same knowledge was found | /promotions/fall-clearance.md · Fall Clearance — 15% Off Sleeping Bags +3 more | 2,168 |
| When does the current promotion end? asked in a shopper's own words: different knowledge was found | /promotions/fall-clearance.md · Fall Clearance — 15% Off Sleeping Bags +3 more | 2,079 |
Fit and compatibility knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| I'm 6 foot 4 — which length of your sleeping bag do I need? asked in a shopper's own words: the same knowledge was found | /compatibility/fit-and-pairing.md · Fit Guide — Sleeping Bag Length & Tent Pairing +3 more | 2,675 |
| We both sleep on wide 25-inch pads — will two of them fit side by side in your two-person tent? asked in a shopper's own words: the same knowledge was found | /compatibility/fit-and-pairing.md · Fit Guide — Sleeping Bag Length & Tent Pairing +3 more | 2,175 |
| My partner and I both use Ridgeline bags — can we sleep side by side in the Alpine 2? asked in a shopper's own words: the same knowledge was found | /compatibility/fit-and-pairing.md · Fit Guide — Sleeping Bag Length & Tent Pairing +3 more | 2,458 |
After the purchase knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| How should I store my down sleeping bag between trips? asked in a shopper's own words: the same knowledge was found | /ownership/ridgeline-20-care.md · Ridgeline 20 — Care, Storage & Warranty Help +3 more | 3,056 |
| Can I machine-wash my Ridgeline bag, and what do I need to watch out for? asked in a shopper's own words: the same knowledge was found | /ownership/ridgeline-20-care.md · Ridgeline 20 — Care, Storage & Warranty Help +3 more | 3,056 |
| I filed a warranty claim last week — how do I check where it stands? asked in a shopper's own words: the same knowledge was found | /capabilities/warranty-claim-status.md · Warranty Claim Status Lookup +3 more | 2,734 |
Materials and compliance knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| What is the Ridgeline sleeping bag actually made of, and is any of it recycled? asked in a shopper's own words: the same knowledge was found | /promotions/fall-clearance.md · Fall Clearance — 15% Off Sleeping Bags +3 more | 2,841 |
| Is the down in your sleeping bags responsibly sourced — can you prove it? asked in a shopper's own words: the same knowledge was found | /catalog/products/ridgeline-20-sleeping-bag.md · Ridgeline 20 Sleeping Bag +3 more | 2,821 |
| Where is the bag manufactured, and can it be repaired instead of replaced? asked in a shopper's own words: the same knowledge was found | /policies/warranty.md · Limited Warranty +3 more | 2,460 |
In-store and local knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Do you have an actual store I can visit, and when is it open? asked in a shopper's own words: the same knowledge was found | /locations/denver-flagship.md · Alpine Peak Outfitters — Denver Flagship +3 more | 2,110 |
| Can I order online and pick it up in the store today? asked in a shopper's own words: the same knowledge was found | /locations/denver-flagship.md · Alpine Peak Outfitters — Denver Flagship +3 more | 2,240 |
| Before I drive over — is the Alpine 2 tent on the shelf at your Denver store right now? asked in a shopper's own words: the same knowledge was found | /locations/denver-flagship.md · Alpine Peak Outfitters — Denver Flagship +3 more | 2,608 |
Wholesale and B2B knowledge found for 3 / 3 · judged answers 3 / 3 (recorded)
| Question | Knowledge found (top match) | Tokens |
|---|---|---|
| Do you sell wholesale to guide services, and who qualifies? asked in a shopper's own words: the same knowledge was found | /trade/wholesale-program.md · Alpine Peak Trade — Wholesale Program +3 more | 2,474 |
| What are your payment terms for business accounts? asked in a shopper's own words: the same knowledge was found | /trade/wholesale-program.md · Alpine Peak Trade — Wholesale Program +3 more | 2,351 |
| We need 40 sleeping bags for a summer program — what's the minimum order and how fast can you deliver? asked in a shopper's own words: the same knowledge was found | /trade/wholesale-program.md · Alpine Peak Trade — Wholesale Program +3 more | 2,460 |
Why these answers can be trusted
Of 21 knowledge entries: 16 were read and approved individually by a named person, and 0 were published under a named person's bulk sign-off (mechanical facts, like a product feed — the label says which is which); 5 live-value lookups (price, stock, order status) execute against the store's own systems instead of quoting stored numbers; 0 entries are past their freshness date. High-risk facts — prices, policies, safety — cannot be published without an individual human review.