01 Summary · Free report
copperleafcoffee.com
40% what AI can read on your site, 60% what AI says about you.
On-site
8 of 10 scored checks passed · 5 fixes
Off-site
What AI says about you
AI can find you but cannot sell you: both engines skip you in espresso-bean rankings, and neither can say what your subscription costs or how to pause it — the terms live inside a popup no crawler can open.
02 Top fixes
Start with these 5
Recommended actions based on the captured evidence. Each includes an estimated effort, a suggested owner and the finding behind it. Priority is not a promise of score uplift.
- Action requiredAbout 3 hours of work for whoever looks after your website. Recheck after publishing; AI visibility improvements and timing are not guaranteed.
1. Goal: Your subscription terms are invisible to every AI crawler
Your subscribe-and-save discount, skip and cancel rules exist only inside the "Manage plan" popup on /pages/subscription — a JS modal with no address of its own. In the no-JS fetch that page contains the words "Loading your plan options…" and nothing else. Both engines, asked six subscription facts, got four of them wrong or blank.
What we found: "Loading your plan options…" — https://copperleafcoffee.com/pages/subscription
Related to 5 questions shoppers ask at the repeat stage.
- Action requiredAbout 1 hour of work for whoever writes your product pages. Recheck after publishing; AI visibility improvements and timing are not guaranteed.
2. Goal: Free-shipping threshold exists only inside a banner image
Your $40 free-shipping threshold appears once on the site — inside hero-banner-2.png, whose alt text reads "banner". Asked what shipping costs, ChatGPT answered "around $6–8" (it is $5.95 flat, free over $40) and Claude answered that it could not find a figure.
What we found: alt="banner" — https://copperleafcoffee.com/
Related to 2 questions shoppers ask at the decision stage.
- Needs workAbout 6 hours of work for whoever writes your product pages. Recheck after publishing; AI visibility improvements and timing are not guaranteed.
3. Goal: No comparison or how-to-choose content anywhere on the site
Across 47 pages there is no page that helps a buyer choose between espresso beans — no roast comparison, no "how to choose", nothing naming an alternative. Both engines answered every comparison question from competitor pages: 9 of 10 citations on those questions point at Brew & Bloom's "Espresso, compared" guide.
What we found: 0 pages matching how-to-choose / comparison patterns — https://copperleafcoffee.com/sitemap.xml · on 47 pages
Related to 4 questions shoppers ask at the consideration stage, 2 questions shoppers ask at the awareness stage.
- Needs workAbout 2 hours of work for whoever looks after your website. Recheck after publishing; AI visibility improvements and timing are not guaranteed.
4. Goal: Product pages lose their price when JavaScript is off
On all 6 sampled product pages the price renders through a client-side script; the no-JS HTML shows an empty <span>. Your Product schema still carries the price, which is why this is a warn rather than a fail — but any crawler that reads the page body and not the schema sees beans with no price.
What we found: <span class="price"></span> — https://copperleafcoffee.com/products/ridgeline-espresso · on 6 pages
<span class="price">$21.00</span> <!-- render server-side, not via JS -->
Related to 1 question shoppers ask at the decision stage.
- Needs workAbout 4 hours of work for whoever writes your product pages. Recheck after publishing; AI visibility improvements and timing are not guaranteed.
5. Goal: Your brew guides answer questions AI is already being asked
Asked "how long does a bag of espresso beans last", both engines answered generically and cited no one. Your blog already holds the answer ("about three weeks at a shot a day" in the Ridgeline tasting notes) — it is just buried in a product story rather than stated on a page a crawler would match to the question.
What we found: "about three weeks at a shot a day" — https://copperleafcoffee.com/blogs/notes/ridgeline-story
Related to 2 questions shoppers ask at the repeat stage.
03 What AI says about you
What AI says about you · 53
We asked AI assistants the questions your shoppers ask and counted how often they named you. These measure AI answers, not actual sales.
Answers that name you
Out of 44 answers.
- Named you24
- Did not name you20
Named by each AI assistant
Assistants disagree, so each is shown on its own.
Every question, and every answer
Each question we asked, and what each AI assistant replied in its own words. Open a question to see the answer and the sites it cited.
Awareness
12 questionsbest single-origin espresso beansChatGPT —Claude #5
best single-origin espresso beans
For single-origin espresso, the names that come up most are Brew & Bloom for their Ethiopian lots, Tarn Roasters for consistency, and Morningtide for value.
Other brands mentioned: Brew & Bloom, Tarn Roasters, Morningtide Coffee
best single-origin espresso beans
Strong options include Brew & Bloom and Tarn Roasters; Copperleaf Coffee is also worth considering if you prefer lighter roasts.
Other brands mentioned: Brew & Bloom, Tarn Roasters
The one question every buyer in your category asks, and one engine never names you. The brands named instead all have comparison content you lack (see fix #3).
best single-origin espresso bean brandsChatGPT —Claude —
best single-origin espresso bean brands
For single-origin espresso bean brands, the standout options are Morningtide Coffee and Brew & Bloom.
Other brands mentioned: Morningtide Coffee, Brew & Bloom
best single-origin espresso bean brands
For single-origin espresso bean brands, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
top single-origin espresso beans 2026ChatGPT #5Claude —
top single-origin espresso beans 2026
…Brew & Bloom and Tarn Roasters lead this category, with Copperleaf Coffee also worth a look for top single-origin espresso beans 2026…
Other brands mentioned: Brew & Bloom, Tarn Roasters
top single-origin espresso beans 2026
For top single-origin espresso beans 2026, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
You are absent here, and the brands named instead all have crawlable comparison content.
best low-acid single-origin espresso beansChatGPT —Claude #4
best low-acid single-origin espresso beans
For low-acid single-origin espresso beans, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
best low-acid single-origin espresso beans
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for low-acid single-origin espresso beans…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
best dark roast single-origin espresso beansChatGPT —Claude —
best dark roast single-origin espresso beans
For dark roast single-origin espresso beans, the standout options are Morningtide Coffee and Brew & Bloom.
Other brands mentioned: Morningtide Coffee, Brew & Bloom
best dark roast single-origin espresso beans
For dark roast single-origin espresso beans, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
best decaf single-origin espresso beansChatGPT #5Claude —
best decaf single-origin espresso beans
…Brew & Bloom and Tarn Roasters lead this category, with Copperleaf Coffee also worth a look for decaf single-origin espresso beans…
Other brands mentioned: Brew & Bloom, Tarn Roasters
best decaf single-origin espresso beans
For decaf single-origin espresso beans, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
You are absent here, and the brands named instead all have crawlable comparison content.
best fresh-roasted espresso beansChatGPT —Claude #2
best fresh-roasted espresso beans
For fresh-roasted espresso beans, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
best fresh-roasted espresso beans
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for fresh-roasted espresso beans…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
best espresso beans for home espresso machinesChatGPT —Claude #4
best espresso beans for home espresso machines
For espresso beans for home espresso machines, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
best espresso beans for home espresso machines
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for espresso beans for home espresso machines…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
best espresso beans for milk drinksChatGPT —Claude —
best espresso beans for milk drinks
For espresso beans for milk drinks, the standout options are Morningtide Coffee and Brew & Bloom.
Other brands mentioned: Morningtide Coffee, Brew & Bloom
best espresso beans for milk drinks
For espresso beans for milk drinks, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
best espresso beans for cold brewChatGPT #5Claude —
best espresso beans for cold brew
…Brew & Bloom and Tarn Roasters lead this category, with Copperleaf Coffee also worth a look for espresso beans for cold brew…
Other brands mentioned: Brew & Bloom, Tarn Roasters
best espresso beans for cold brew
For espresso beans for cold brew, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
You are absent here, and the brands named instead all have crawlable comparison content.
how do I choose single-origin espresso beansChatGPT —Claude #4
how do I choose single-origin espresso beans
For how do I choose single-origin espresso beans, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
how do I choose single-origin espresso beans
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for how do I choose single-origin espresso beans…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
what should I look for in single-origin espresso beansChatGPT —Claude —
what should I look for in single-origin espresso beans
For what should I look for in single-origin espresso beans, the standout options are Morningtide Coffee and Brew & Bloom.
Other brands mentioned: Morningtide Coffee, Brew & Bloom
what should I look for in single-origin espresso beans
For what should I look for in single-origin espresso beans, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
Consideration
5 questionsalternatives to Brew & BloomChatGPT —Claude #4
alternatives to Brew & Bloom
For alternatives to Brew & Bloom, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
alternatives to Brew & Bloom
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for alternatives to Brew & Bloom…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
brands like Tarn RoastersChatGPT #4Claude —
brands like Tarn Roasters
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for brands like Tarn Roasters…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
brands like Tarn Roasters
For brands like Tarn Roasters, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
which espresso bean brand has the best freshness guaranteeChatGPT —Claude #4
which espresso bean brand has the best freshness guarantee
For which espresso bean brand has the best freshness guarantee, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
which espresso bean brand has the best freshness guarantee
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for which espresso bean brand has the best freshness guarantee…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
which espresso bean brand has the best sourcing transparencyChatGPT #4Claude —
which espresso bean brand has the best sourcing transparency
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for which espresso bean brand has the best sourcing transparency…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
which espresso bean brand has the best sourcing transparency
For which espresso bean brand has the best sourcing transparency, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
which espresso bean brand is the best valueChatGPT #5Claude #6
which espresso bean brand is the best value
…Brew & Bloom and Tarn Roasters lead this category, with Copperleaf Coffee also worth a look for which espresso bean brand is the best value…
Other brands mentioned: Brew & Bloom, Tarn Roasters
which espresso bean brand is the best value
…Tarn Roasters and Morningtide Coffee lead this category, with Copperleaf Coffee also worth a look for which espresso bean brand is the best value…
Other brands mentioned: Tarn Roasters, Morningtide Coffee
You are absent here, and the brands named instead all have crawlable comparison content.
Decision
4 questionshow much do Copperleaf Coffee espresso beans cost and are they in stockChatGPTClaude
how much do Copperleaf Coffee espresso beans cost and are they in stock
Copperleaf's espresso beans run about $21 for a 12oz bag and appear to be in stock.
- What this answer told shoppers about your price:
$21 / 12oz
We did not read a page about this on your site. Please check it against your own policy. - What this answer told shoppers about your in stock:
yes
We did not read a page about this on your site. Please check it against your own policy.
how much do Copperleaf Coffee espresso beans cost and are they in stock
A 12oz bag of Copperleaf Ridgeline is $19 on their site.
- What this answer told shoppers about your price:
$19 / 12oz
We did not read a page about this on your site. Please check it against your own policy.
Claude is quoting your March price. Your price lives in JS (fix #4) — schema is what kept ChatGPT right.
what roast level and origin are Copperleaf Coffee espresso beansChatGPTClaude
what roast level and origin are Copperleaf Coffee espresso beans
Ridgeline is a medium roast from Huila, Colombia; Harbor Blend is their darker option.
- What this answer told shoppers about your roast & origin:
medium, Huila (Colombia)
We did not read a page about this on your site. Please check it against your own policy.
what roast level and origin are Copperleaf Coffee espresso beans
Copperleaf focuses on single-origin lots; their flagship espresso is Colombian, medium roast.
- What this answer told shoppers about your roast & origin:
medium, Colombia
We did not read a page about this on your site. Please check it against your own policy.
The one block you own outright — your spec text is crawlable and both engines read it.
how much is shipping at Copperleaf Coffee and when would it arriveChatGPTClaude
how much is shipping at Copperleaf Coffee and when would it arrive
Shipping looks to be around $6–8 for standard delivery; I couldn't find a free-shipping threshold.
- What this answer told shoppers about your shipping cost:
$6–8
We did not read a page about this on your site. Please check it against your own policy.
how much is shipping at Copperleaf Coffee and when would it arrive
Their shipping page lists standard delivery but no clear price; most orders seem to arrive in 3–5 days.
- What this answer told shoppers about your delivery window:
3–5 days
We did not read a page about this on your site. Please check it against your own policy.
Your threshold is in an image (fix #2). Both engines read the right page and still could not answer.
what is Copperleaf Coffee's return policyChatGPTClaude
what is Copperleaf Coffee's return policy
Unopened bags can be returned within 30 days; opened bags are covered by their taste guarantee.
- What this answer told shoppers about your return window:
30 days
We did not read a page about this on your site. Please check it against your own policy.
what is Copperleaf Coffee's return policy
Copperleaf offers a 30-day return window on unopened product.
- What this answer told shoppers about your return window:
30 days
We did not read a page about this on your site. Please check it against your own policy.
Owned. Your refund policy is plain crawlable text — this is what the subscription page should look like.
Repeat
9 questionsbest espresso bean subscriptionChatGPT —Claude #4
best espresso bean subscription
For espresso bean subscription, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
best espresso bean subscription
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for espresso bean subscription…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
which coffee brands have subscribe and saveChatGPT #4Claude —
which coffee brands have subscribe and save
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for which coffee brands have subscribe and save…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
which coffee brands have subscribe and save
For which coffee brands have subscribe and save, the standout options are Brew & Bloom and Tarn Roasters.
Other brands mentioned: Brew & Bloom, Tarn Roasters
You appear, but never above the fold — the engines list you after the brands they cite most.
cheapest way to buy espresso beans regularlyChatGPT #5Claude #6
cheapest way to buy espresso beans regularly
…Brew & Bloom and Tarn Roasters lead this category, with Copperleaf Coffee also worth a look for cheapest way to buy espresso beans regularly…
Other brands mentioned: Brew & Bloom, Tarn Roasters
cheapest way to buy espresso beans regularly
…Tarn Roasters and Morningtide Coffee lead this category, with Copperleaf Coffee also worth a look for cheapest way to buy espresso beans regularly…
Other brands mentioned: Tarn Roasters, Morningtide Coffee
You are absent here, and the brands named instead all have crawlable comparison content.
best coffee subscription for espresso drinkersChatGPT —Claude #2
best coffee subscription for espresso drinkers
For coffee subscription for espresso drinkers, the standout options are Tarn Roasters and Morningtide Coffee.
Other brands mentioned: Tarn Roasters, Morningtide Coffee
best coffee subscription for espresso drinkers
…Morningtide Coffee and Brew & Bloom lead this category, with Copperleaf Coffee also worth a look for coffee subscription for espresso drinkers…
Other brands mentioned: Morningtide Coffee, Brew & Bloom
You appear, but never above the fold — the engines list you after the brands they cite most.
does Copperleaf Coffee have a subscription and what does it includeChatGPTClaude —
does Copperleaf Coffee have a subscription and what does it include
They appear to offer a subscription, but I can't find the discount or whether you can skip a delivery.
- What this answer told shoppers about your subscription exists:
probably
We did not read a page about this on your site. Please check it against your own policy.
does Copperleaf Coffee have a subscription and what does it include
I don't see a subscription program for Copperleaf; Brew & Bloom runs a well-documented subscribe-and-save at 15%.
Other brands mentioned: Brew & Bloom
- What this answer told shoppers about your subscription exists:
no
We did not read a page about this on your site. Please check it against your own policy.
The costliest wrong answer in your report: a ready-to-subscribe customer asking Claude gets sent to Brew & Bloom. Your program exists — it is just sealed inside a modal (fix #1).
can I pause or cancel a Copperleaf Coffee subscriptionChatGPTClaude —
can I pause or cancel a Copperleaf Coffee subscription
Their help page mentions managing your plan from your account, but the pause and cancel rules aren't stated.
can I pause or cancel a Copperleaf Coffee subscription
I couldn't find pause or cancellation terms for Copperleaf.
Same root cause as above — one fix repairs all five of these answers.
how long does a 12oz bag of espresso beans lastChatGPT —Claude —
how long does a 12oz bag of espresso beans last
Roughly 2–4 weeks at a couple of shots a day, depending on dose.
how long does a 12oz bag of espresso beans last
A 12oz bag is typically 16–20 double shots.
Nobody owns this answer — an opening, not a failure. Your blog already holds it (fix #5).
how often should I reorder espresso beansChatGPT —Claude —
how often should I reorder espresso beans
Most espresso drinkers reorder every three to four weeks for freshness.
how often should I reorder espresso beans
Every 2–4 weeks; beans are best 7–21 days off roast.
Open. A single freshness-timeline page would make you the citation for both timing questions.
how do I cancel or change a Copperleaf Coffee orderChatGPTClaude
how do I cancel or change a Copperleaf Coffee order
Email hello@copperleafcoffee.com within 2 hours of ordering to change or cancel.
- What this answer told shoppers about your cancel an order:
within 2 hours, by email
We did not read a page about this on your site. Please check it against your own policy.
how do I cancel or change a Copperleaf Coffee order
Their FAQ says order changes are possible within two hours of purchase.
- What this answer told shoppers about your cancel an order:
within 2 hours
We did not read a page about this on your site. Please check it against your own policy.
Owned — your FAQ is crawlable text and both engines quote it.
04 How AI describes you
What AI says when it does name you
Tone of the 24 answers that name you
- Positive15
- Neutral6
- With caveats1
- Negative2
- Named, tone not rated0
What AI tells shoppers about your store
Quoted from the answers. Please check each one matches your own page.
- What ChatGPT told shoppers about your price:
$21 / 12oz
We did not read a page about this on your site. Please check it against your own policy. - What ChatGPT told shoppers about your in stock:
yes
We did not read a page about this on your site. Please check it against your own policy. - What Claude told shoppers about your price:
$19 / 12oz
We did not read a page about this on your site. Please check it against your own policy. - What ChatGPT told shoppers about your roast & origin:
medium, Huila (Colombia)
We did not read a page about this on your site. Please check it against your own policy. - What Claude told shoppers about your roast & origin:
medium, Colombia
We did not read a page about this on your site. Please check it against your own policy. - What ChatGPT told shoppers about your shipping cost:
$6–8
We did not read a page about this on your site. Please check it against your own policy. - What Claude told shoppers about your delivery window:
3–5 days
We did not read a page about this on your site. Please check it against your own policy. - What ChatGPT and Claude told shoppers about your return window:
30 days
We did not read a page about this on your site. Please check it against your own policy. - What ChatGPT told shoppers about your subscription exists:
probably
We did not read a page about this on your site. Please check it against your own policy. - What Claude told shoppers about your subscription exists:
no
We did not read a page about this on your site. Please check it against your own policy. - What ChatGPT told shoppers about your cancel an order:
within 2 hours, by email
We did not read a page about this on your site. Please check it against your own policy. - What Claude told shoppers about your cancel an order:
within 2 hours
We did not read a page about this on your site. Please check it against your own policy.
Where the tone was not positive
- hedged “best waterproof sneakers for wide feet” · ChatGPT
What the engines say when asked "is Copperleaf Coffee any good" and what reviewers say.
2 questions, asked on the Premium plan.
05 Where AI looks
Where AI looks · 9 sources
Across the 22 answers that cited a source, the engines cited 9 sources, and your own site was one of them 6 times. 3 sources were cited only in answers without your brand. This describes the answers, not whether those pages mention you. Review the pages before taking action.
Which 9 sources the engines leaned on, and who they found there — named, ranked, and counted.
Premium lists every source with the answers it appeared in, how many named you, and which rivals turned up in your place.
Where to work, off your own site · 3
Everything in the list above this one is work on your own website. These are not: they are the places the engines already read when they answered about your category, and did not find you.
Up to 3 sources the engines read without ever naming you — named, with what they found there instead.
Premium ranks them by how many answers you were absent from, and prints the rivals found in your place.
The pages behind the answers
Pages cited in the stored answers, most-cited first. Open each page to check its content; a citation does not establish that every statement in an answer came from that page.
- 9The 10 best options, testedhttps://www.healthline.com/bestthird party
06 You vs competitors
Which brands AI recommends
You are named in 54.5% of answers — rank 2 of 14 brands
Counted across 44 answers. A brand counts once per answer, however often it is repeated there.
Also named, and set aside as not something a shopper buys instead of you: GORE-TEX. They are materials, retailers, marketplaces or publications — every mention is still stored, they are simply not rivals.
How you compare against Brew & Bloom, Tarn Roasters and Morningtide Coffee — asked of every engine.
3 questions, asked on the Premium plan.
07 What AI can read on your site
What AI can read on your site · 66
We compare downloaded page content with an attempted browser-rendered view. Content loaded later or stored in images may be missing from our text capture. These checks describe what our crawler captured, not what every AI assistant can see.
10 checks in your score
- Good8
- Could be better1
- Needs fixing1
- Doesn't apply or not tested0
The pages we read
- Could be betterPrice readable without JavaScriptcounts a lot
What we found on your site: <span class="price"></span> — check it here: https://copperleafcoffee.com/products/ridgeline-espresso
Expected: Server-rendered price text
- Needs fixingFAQ schema presentcounts a fair amount
What we found on your site: No FAQPage schema on /pages/faq — check it here: https://copperleafcoffee.com/pages/faq
Expected: FAQPage with mainEntity
8 checks passed
- GoodAI crawlers allowed in robots.txtcounts a lot
What we found on your site: User-agent: * Allow: / — check it here: robots.txt
Expected: No Disallow for GPTBot, ClaudeBot, Google-Extended
- GoodAI crawlers get a real pagecounts a lot
What we found on your site: GPTBot → 200 · ClaudeBot → 200 · Google-Extended → 200 — check it here: https://copperleafcoffee.com/
- GoodKey paths not disallowedcounts a fair amount
What we found on your site: No Disallow rules on /products/, /blogs/, /pages/ — check it here: robots.txt
- GoodSitemap exists and parsescounts a fair amount
What we found on your site: 47 URLs across products, collections, pages, blogs — check it here: https://copperleafcoffee.com/sitemap.xml
- GoodClean redirectscounts a little
What we found on your site: 47 of 47 sampled URLs returned 200 directly — check it here: https://copperleafcoffee.com/sitemap.xml
- GoodBody copy readable without JavaScriptcounts a lot
What we found on your site: Body copy present in no-JS HTML on 45 of 47 pages — check it here: https://copperleafcoffee.com/
- GoodProduct schema completecounts a lot
What we found on your site: Product + Offer with price, priceCurrency, availability, sku, brand on 9 of 9 products — check it here: https://copperleafcoffee.com/products/ridgeline-espresso
- GoodOrganization schemacounts a little
What we found on your site: Organization with name, logo, sameAs (3 profiles) — check it here: https://copperleafcoffee.com/
Worth checking · not part of your score
Things we could not find in the 47 pages we read. If they are already on your site, AI may be missing them too.
- Worth checkingDecisive facts not locked in images
What we saw: alt="banner" (free-shipping threshold in hero-banner-2.png) — check it here: https://copperleafcoffee.com/
- Worth checkingContent not trapped in modals
What we saw: "Loading your plan options…" — subscription terms only inside #subscription-modal-root — check it here: https://copperleafcoffee.com/pages/subscription
- Worth checkingVariants marked up
What we saw: Grind variants present on 5 of 9 products — check it here: https://copperleafcoffee.com/products/harbor-blend
- Worth checkingUsage guidance in prose
What we saw: Brew guidance exists but only inside product stories, not a guide page — check it here: https://copperleafcoffee.com/blogs/notes/ridgeline-story
- Worth checkingShipping and returns in crawlable text
What we saw: Return window in text; shipping cost and threshold absent from text — check it here: https://copperleafcoffee.com/policies/shipping-policy
- Worth checkingProgram terms in crawlable text
What we saw: "Loading your plan options…" — check it here: https://copperleafcoffee.com/pages/subscription
- Worth checkingComparison content exists
What we saw: 0 pages matching how-to-choose / comparison patterns — check it here: https://copperleafcoffee.com/sitemap.xml
Bot access
An access test, run at audit time. A 200 means your server handed that crawler the page — not that any AI assistant has crawled, stored or used it. What they actually used is the citation evidence further up.
| Crawler | robots.txt | Live request | Affects |
|---|---|---|---|
| GPTBot | allowed | 200 | — |
| OAI-SearchBot | allowed | 200 | — |
| ChatGPT-User | allowed | 200 | — |
| ClaudeBot | allowed | 200 | — |
| Claude-User | allowed | 200 | — |
| Google-Extended | allowed | robots.txt rule only — no crawler fetches under this name | — |
What a person sees that an AI crawler cannot
The entire plan panel: 12% discount, 2/4/6-week cadence, skip, pause, cancel anytime.
The price ($21.00) and the low-stock badge.
Site health notes
Observed during the crawl. These do not affect your score.
- llms.txt. No /llms.txt found. No engine currently documents reading it — nothing to fix, noted for the record.
- Meta titles & descriptions. Present and descriptive on 45 of 47 pages; two blog posts share the same title.
- Page speed. Median page delivered in 1.1s during our crawl. Not scored — stated as an observation.
- Mobile responsiveness. Viewport meta and responsive CSS present site-wide.
What is already working
What your site is doing right, with the same evidence we used for the problems. Worth knowing so a redesign does not quietly undo it.
Your product schema is complete, and it is carrying you
All 9 products publish Product + Offer with price, availability, sku and brand. It is the reason ChatGPT quoted your price correctly while your page text hid it.
What we found: Product + Offer complete on 9 of 9 products — https://copperleafcoffee.com/products/ridgeline-espresso
Every AI crawler you are scored on can reach you
robots.txt allows all six AI agents and live requests return 200 — no WAF challenge, no block. Do not break this.
What we found: GPTBot → 200 · ClaudeBot → 200 — https://copperleafcoffee.com/
Your refund policy is the model your other policies should copy
Plain crawlable text; both engines answered the returns question correctly from it, in both rotations.
What we found: "Unopened bags may be returned within 30 days" — https://copperleafcoffee.com/policies/refund-policy
08 How we measured
How we did this
Exactly what we ran to produce this report — and, just as important, what it cannot tell you. Read this before you act on anything above it.
We crawled 47 pages of copperleafcoffee.com twice — once as a browser, once as an AI crawler — ran 22 machine-readability checks, then asked 2 AI engines 30 questions a coffee buyer asks, twice each, and read all 120 answers. Every raw answer is stored and available on request.
- We cannot observe how many people ask these questions, so the Repeat stage scores correctness and presence, not traffic.
- AI answers are non-deterministic and vary by user, session and location; the stability range on the score is measured from the 2 rotations, not assumed.
- This Free report asks 30 of the 40 questions a Premium report asks, at 2 rotations rather than 4, on second-tier models. Question counts are printed on every stage.
ChatGPT is where most shopping-discovery traffic is today. Claude is a real and widely used assistant, but carries less shopping-discovery traffic — a low score there is worth fixing, not worth panicking over.
Extraction is structural, never evaluative: we record which brands were named, in what order, which URLs were cited and what factual claims were made. No AI judges the quality of another AI's answer.
We kept every answer. Word for word, exactly as it came back. If you want to see the full text behind any finding in this report, ask and we will send it.
What Premium adds
The same report, asked of 3 AI assistants, with every locked section above opened. $40, one time.
| What you get | This report · Free | Premium · $40 |
|---|---|---|
| AI assistants asked | ChatGPT, Claude | ChatGPT, Gemini, Perplexity |
| Shopper questions | 30 | 40 |
| AI answers read | 120 | 480 |
| How AI describes you, question by question | Locked | Included |
| Which websites AI cites, by name | Counts only | Full list |
| Where to work, off your own site | Locked | Included |
| Head-to-head against your competitors | Locked | Included |
| What AI can read on your site | All checks | All checks — the same |
The competitor questions are the ones this report could not ask
A Premium report asks the engines directly how you stack up against Brew & Bloom, Tarn Roasters and Morningtide Coffee — 5 more questions, 4 rotations, flagship models — and shows every word of the answers.
See what Premium adds