// Case study

My Mom's Shop After a Summer of AI Search Work: Google Visits Up 2.4x, Online Sales Down 24%

By Ryan Lenk • October 4, 2026 • updated October 4, 2026

From July 5 to October 3, 2026, Google sent my mom's boutique 2.4 times as many visits as it did in the spring. Copilot cited her pages 399 times, and her online sales still fell 24%. Here's what I did, what moved and what didn't, so you can judge whether it's worth running on your own shop. Sales show up as an index, because it's her money. And yes, I sell this kind of work.

The shop and the windows

Krafty Bandit is a handmade and boutique shop in Belle Vernon, Pennsylvania, and most of its sales happen at the register. The website runs on Shopify and sells part of the same stock online. In March and April, search engines sent it about 75 visits a month. I started the work in the second half of June.

Window Dates
Summer Jul 5 to Oct 3, 2026
Spring Apr 6 to Jul 4, 2026
Last summer Jul 5 to Oct 3, 2025

What I changed

I wrote guide pages for the questions her customers ask in the store: quilt care, how Judy Blue, Kancan and Risen denim fit, what to send for a memory quilt or bear, and how to pick a candle scent. Each one answers one question start to finish. I added FAQ schema to them, the code that tells search engines and AI tools which questions a page answers.

Then the catalog. I cleaned up product titles, image alt text, image filenames and the feed fields Google Shopping wants (color, gender, age group, condition), and redirected product URLs that changed. On September 13 I rewrote 817 meta descriptions and read back all 1,210 active products. Every new batch of stock gets the same checklist. Sweep #13 went out October 4 and covered 72 new products.

Google search

Google search, spring vs summer
SpringSummer
Clicks
124
461
Impressions
2,580
21,200
Each row has its own scale. Average position went from 11.7 to 10.7.
Google Search Console, web results. Spring Apr 6 to Jul 4, summer Jul 5 to Oct 2, 2026.

Clicks went up 3.7 times and impressions about 8 times, so click-through rate dropped from 4.8% to 2.2%.

Search Console has no 2025 data for this site, so Shopify's count of visits from search engines gives you the year-over-year view instead:

Visits from search engines to kraftybandit.com by month, April 2025 to September 2026 Shopify Analytics. July to September 2025: 30, 49, 52. July to September 2026: 242, 216, 233. Work started in the second half of June 2026.05010015020025020Apr34May38Jun30Jul49Aug52Sep78Oct75Nov77Dec44Jan61Feb74Mar75Apr82May124Jun242Jul216Aug233Sep20252026Work starts, 2nd half of JuneSource: Shopify Analytics, sessions from search engines, by calendar month. Pulled Oct 4, 2026.
Visits from search engines by month. Light bars are 2025, yellow bars are 2026. July to September went from 131 visits in 2025 to 691 in 2026.

July through September went from 131 search visits in 2025 to 691 in 2026. Some of that is season, since fall picks up every year, but last year the jump from spring to summer was about 1.4 times. This year it was about 2.5 times.

Searches that didn't use the shop's name

If you search "Krafty Bandit," you already know the shop. So I filtered Search Console to queries without "krafty":

Searches without "krafty," spring vs summer
SpringSummer
Clicks
3
61
Impressions
687
7,410
Each row has its own scale. Average position went from 26.7 to 16.5.
Google Search Console, queries not containing "krafty". Same windows.

That's roughly page three to page two. Some of those searches: judy blue jeans near me, craft stores near me, clothing stores near me, embroidery near me, sewing classes, blue sky patchwork overalls, huckle bee farms honey. You can run the same filter on your site: in the Performance report, add a Query filter and pick "Queries not containing" with your brand name.

Here's where you can see some of the biggest gains in impressions, by page:

Search impressions by page
SpringSummer
Home page
888
2,664
MC handbags collection
123
1,214
Contact page
79
940
Denim fit guide
30
782
Visit page
54
374
Custom embroidery collection
10
296
Google Search Console, web results. Same windows.

Contact and visit are the pages you open before you drive to a store. In-store sales were already climbing in March, though, so I'm not crediting the website for them. I wrote about why walk-ins hide from analytics in your best local wins are invisible in your analytics.

AI answers

Search Console's generative AI report counts impressions only, and the shop went from 128 there in the spring to 1,600 in the summer.

Google AI feature impressions by page
SpringSummer
Home page
68
315
Denim fit guide
4
150
Cabin Creek tallow collection
1
48
MC handbags collection
2
47
Google Search Console, generative AI report (impressions only). Same windows.

On Microsoft's side, Clarity's AI Visibility report counted 399 Copilot citations of her pages from July 5 to October 3. On the questions where Copilot cited her, she got 28.9% of the citations. The quilt care guide alone earned 260, about two of every three. The denim fit guide earned 62 and the memory quilt guide 25, and the top question was "quilt care instructions," with 140 citations.

Copilot citations by page, Jul 5 to Oct 3, 2026
Quilt care guide
260
Denim fit guide
62
Memory quilt guide
25
Candle scent guide
11
Memory bear clothing guide
11
Curvy denim collection
10
Roll-on bracelet
10
Microsoft Clarity, AI Visibility report. 399 citations in total.

Citation tracking only started partway through the spring, so I can't give you a spring number to put next to 399. My first case study on this shop covers June and July in its own windows, so don't add the two together.

Don't expect AI citations to fill your cart. ChatGPT sent just 15 visits this summer, up from 5. GA4 counted 46 sessions from AI assistants, up from 4, and Clarity counted 74 AI-referred sessions.

Google Shopping and on-site behavior

I only have a 28-day Merchant Center view, September 6 to October 3 against the 28 days before:

Google Shopping, last 28 days vs the 28 before
Product listing clicks
+81%
Impressions
-4%
Click-through rate
+89%
Clicks to the online store
+24%
Google Merchant Center, Sep 6 to Oct 3, 2026 vs the prior 28 days. 78 product listing clicks.

Same exposure, nearly double the click rate. If you sell on Google Shopping, that's your number to watch. I'll pull a longer window before I give the cleanup credit for it.

Site-wide in Clarity, with bots excluded:

On the site, spring vs summer
SpringSummer
Sessions
3,108
3,663
Pages per session
1.98
2.45
Scroll depth (%)
44
54
Returning-visitor sessions
187
470
Quick backs (%)
10.9
15.2
Each row has its own scale.
Microsoft Clarity, bots excluded. Spring Apr 6 to Jul 4, summer Jul 5 to Oct 3, 2026.

More depth, more return visits, and more people bouncing fast. Spring also had more paid Facebook traffic (1,432 paid social sessions in GA4, against 647 this summer), so the mix changed. In GA4, organic search sessions went from 143 to 583, and Organic Shopping went from 22 to 255.

Online sales didn't follow

Sales index, spring = 100
SpringSummer
Total
100
104
In-store
100
108
Online store
100
76
Shopify Analytics, net sales shown as an index. Spring Apr 6 to Jul 4, summer Jul 5 to Oct 3, 2026.

Search traffic went up and online sales went down 24%. Orders that started with a search click stayed flat. Online is a small slice of her business, so a few orders swing that number hard, but it's still the wrong direction. If you only watched traffic, you'd call this summer a win.

Against last summer, total sales are at 233 with 2025 set to 100, in-store at 234 and online at 188. That's mostly the register, and the register was climbing before I got there.

What I'm taking into the fall

If you take one thing from this, pages that answer one real question carried the AI results. The quilt care guide carried Copilot, and the denim fit guide showed up in Google search, Google's AI features and Copilot.

Traffic came and online sales didn't. Next up is conversion work on the site, plus the 362 items Merchant Center flags, including 41 with no product image.

Run this on your own shop

Write one page for each question your customers ask you in person. If you sell mostly at the register, watch your contact and visit pages in Search Console. Filter out your brand name to see whether new people are finding you. Check your Merchant Center click-through rate before and after you touch your titles. And keep your sales numbers next to your traffic numbers, so a good traffic month can't hide a flat sales month.

I publish each month's numbers in The Receipts, including months like this one.

Questions about this case study

Did the SEO work increase Krafty Bandit's sales?

Not online, yet. Online store sales fell 24% from spring to summer 2026 while Google visits went up 2.4 times. Total sales rose 4%, mostly at the register, and in-store sales were already climbing in March 2026 before the work started.

Where do the AI citation numbers come from?

Microsoft Clarity's AI Visibility report, July 5 to October 3, 2026. It covers Copilot and its partner surfaces and can't see ChatGPT, Perplexity or Google. The Google numbers come from Search Console's generative AI report, which counts impressions only.

Why are there no dollar figures?

It's my mom's shop and her revenue. Sales are shown as an index with the earlier period set to 100, so you can see the direction and size of each change.

Want receipts like this for your own site?

Run the free AI Readiness Scanner: paste in your robots.txt and your homepage source, get a scored report on whether ChatGPT, Perplexity, and Google AI can actually read your business. About two minutes, no signup, and nothing you paste ever leaves your browser.

Run the free scan → Get The Receipts free ▸
Ryan Lenk
Written by Ryan Lenk

I run the SEO and AI visibility for my family's Shopify shop and publish the receipts, good and bad. Every number on this site comes from a named tool export, and corrections get published rather than edited away.

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