This is the second full review, and it lands in the middle of lice season. The headline: in July, AI systems went from occasionally citing your site to citing it 146 times in one month — versus 21 in May — and August is holding at roughly double the spring level. Downstream, more shoppers see you for real customer questions and on brand searches, and the click keeps landing where you actually sell: Walgreens and Amazon. This report shows what surged, what's holding, and what we still can't see without your retail data.
| The question | How we measure it | What happened | Answer |
|---|---|---|---|
| Are AI systems reading & citing your site? | Times AI cited gocartwheel.com (Bing) | July: 146, a record (May: 21) · August holding ~2× the spring level | ▲ breakout, consolidating |
| Do AI assistants recommend Cartwheel? | Mentions in 200 lice-shopping questions | 8 → 10 of 200 since June — flat within the margin of a 200-question panel | ▬ floor holding, not grown |
| Do you show up for questions, not just your name? | Non-brand Google appearances & clicks / day | Appearances 19 → 22/day · clicks 2.7 → 4.0/day | ▲ yes, and now with clicks |
| Are more people seeing the brand on Google? | Brand searches shown · your position | Appearances +24% · position ~5, better than the 5.5 baseline (July's 3.6 was a short-window peak) | ▲ yes, holding |
| Where does the click go? | Clicks to your site vs the results around you | Site clicks 1.7 → 1.3/day (−22%) while everything else rose with the season — the click keeps landing on retail listings | → to retail — where you sell |
| Do AI assistants send visitors directly? | Site visits arriving from ChatGPT etc. | 1 visit, Aug 13 — the first ever labeled "AI assistant" by Google Analytics | ▲ first tick — not yet a trend |
| Is it producing retail sales? | Walgreens / Amazon sell-through | Still invisible to us — third report without your retail data | ? the missing piece |
| Metric | Baseline | July report | This report | Read |
|---|---|---|---|---|
| AI citations per week | 4.9 | 14.3 | 23.5 | ▲ compounding |
| AI conversations mentioning you (of 100) | 0 | 4 | 5 | ▬ new, then flat |
| …when the AI isn't searching the web (cold) | 0 | 0 | 0 | ▬ unmoved |
| Customer-question appearances / day | 9.4 | 18.6 | 22.0 | ▲ still growing |
| Brand-search appearances / day | 11.9 | 12.9 | 15.8 | ▲ best yet |
| Google position on brand searches | 5.5 | 3.6 | 5.0 | ▬ off the July peak, above baseline |
| Clicks to your site from brand searches / day | 2.19 | 0.90 | 1.30 | ▼ below baseline — routing to retail |
| Visits arriving from AI tools (running total) | 1 | 1 | 2 | ▲ first new tick |
| Clicks from your site to retailer pages | — | 5 in 60 days | 0 in 43 days | ▼ to zero — too sparse to read |
| Ordinary Bing search clicks / week | ~2–5 | ~2–5 | 4.0 | ▬ flat — citations aren't rank-driven |
| Direct visits / week (clean weeks) | — | ~100 | ~167 | ▲ up — season & untagged links included |
| Direct visits landing on a deep page / week | ~20–30 | 33 | not collected | ? resumes next report |
| Expert-article (blog) appearances / week | 188 | ~800–1,600 | not collected | ? resumes next report |
Notes on fairness: July's position of 3.6 came from a short window right after your press weeks — a peak, not a resting level; 5.0 above the 5.5 baseline is the durable read. The branded-clicks row is deliberately kept red-side-up: it's the routing story (Question three), not a loss we're hiding. The two "not collected" rows are our own instrument gaps this cycle, named in the plan below.
The reading surged; the recommending hasn't caught up yet. Before an assistant recommends a product, its systems have to read and trust the material behind it. That reading broke out in July — a record week of 57 citations — and August is settling at about double the spring level. Assistant mentions sit at 5 in 100 conversations, unchanged within the margin since June.
Read it top-down. The citation surge follows the pattern we predicted: the May releases preceded the first stirring (Jun 8) by about a month, and the expert articles preceded the July surge by about two weeks. Honesty requires two caveats: your own site updates (mid-July onward) and peak lice season overlap the surge, so we say consistent with the work — not caused by it alone. And the bottom panel is the unfinished part: citations are the supply line, recommendations are the payoff, and the payoff line hasn't moved yet. In July we expected a 2–4 week lag; it's running longer. That's the number we're watching hardest this season.
| Week of | AI citations | Brand appearances/day | Clicks to your site/day |
|---|
July was a 7× month, and August is holding at roughly double the spring floor. A spike that vanishes is news; a spike that settles into a higher baseline is progress. So far August looks like the second kind — with the honest caveat that three weeks of volatile data (4, then 17, then 15 citations per week) isn't proof yet.
What stands out isn't just the volume — it's the breadth. The number of different pages being cited rose about 50% too, so this isn't one lucky article carrying everything; the expert-article library and the product pages are all being drawn on. Meanwhile your ordinary Bing search traffic barely moved — which tells us AI systems are picking up your content, not reacting to rankings. September answers the only remaining question: does the new floor hold?
| Month | Total citations | Per day |
|---|---|---|
| May | 21 | 0.7 |
| June | 24 | 0.8 |
| July | 146 | 4.7 |
| August (through Aug 23) | 39 | 1.7 |
The routing pattern held all summer — and the season makes it clearer. It's lice season: total search clicks, customer-question clicks and site visitors all rose. The one number that fell is clicks to your site from brand searches. Those searchers didn't disappear — you're shown more often than ever, at a better position than May — the results around you are Walgreens and Amazon, your own shelves.
We estimate roughly 4–11 brand-searches a week end at a retail listing instead of your site (the range depends on which earlier period you compare against). For a business that sells through 6,000 Walgreens doors and Amazon, that's intent arriving where you convert — but two honest footnotes. First, your position is holding around 5, better than the May baseline, though not the top-4 peak we reported in July (that was a short post-press window). Second, your own site updates this summer overlap these weeks, so we can't fully separate their effect. The fix we've recommended since July is unchanged and now seasonal-urgent: putting your real customer reviews into the product page's code, so your Google result shows stars the way the retail listings do — and the shelf-moment happens by design, not default.
| Period | Shown/day | Clicks to site/day | Google position |
|---|---|---|---|
| Before the work (May 3–18) | 11.9 | 2.19 | 5.5 |
| After press weeks (Jun 27–Jul 6) | 12.9 | 0.90 | 3.6 |
| This window (Jul 13–Aug 24) | 15.8 | 1.30 | 5.0 |
One — and it's the first one that counts. On Aug 13, Google Analytics logged a visit in its "AI assistant" channel: someone clicked through to your site from inside an AI tool. One visit is a milestone, not a trend — but it's the first time the meter has moved, and it matches the citation surge upstream.
Direct visits nearly doubled this window (about 12 → 24 a day outside spike weeks) — but we won't claim that for the AI work. It's lice season, you know the brand is on shelves, and untagged links from your own emails and socials land in this bucket too. The mid-July peak is most likely the tail of your newsletter. One instrument note in the spirit of full transparency: the report that splits these visitors by landing page — our early-warning signal for AI referrals arriving unlabeled — wasn't collected this cycle, so that lens resumes next report. Remember: most people who see you in an AI answer never click at all — they search your name or walk into Walgreens. That's why the citation and brand-search numbers above are the real gauges.
| Week of | Direct visits |
|---|
| Shipped | What responded | Lag | Effect | Evidence |
|---|---|---|---|---|
| May 7 + 19 — first schema releases (brand identity, founder, product Q&A, clinical-study markup) | AI citations began: inflection Jun 8 after 12 quiet days | ~3–4.5 weeks | 0 → 1.9 citations/day (Jun 8 – Jul 12) | Aligned |
| Jun 11–24 — five expert articles + product-page Q&A code | The July surge: 146 citations in July vs 24 in June; record week of 57; ~50% more distinct pages cited | ~2 weeks | 1.9 → 3.4 citations/day (+107%) | Aligned |
| Mid-Jul – mid-Aug — your own site updates (eczema page, FAQ rewrite, evidence page; exact dates unknown) | Overlaps the surge's tail and the season — a co-contributor we can't separate out | — | not separable | Directional |
| The July citation surge itself | Assistant recommendations have NOT repriced yet: 4% → 5% grounded, within the panel's margin | predicted 2–4 wks; now 6+, still open | none measurable yet | Open |
| Aug 21 — product Q&A rebuild (13 live questions) + evidence & eczema fixes | Deliberately unclaimed: shipped 3 days before cutoff. Measured next report as a clean before/after test | next cycle | — | Pending |
We never say "caused." "Aligned" means the response arrived in the sequence and lag we predicted before it happened — twice now, on two different releases. The two open rows are where this report refuses to get ahead of the data.
We can say: AI systems cited your site 146 times in July — seven times the spring rate — and August is holding near double the old floor. The surge followed our schema releases and the expert articles in the sequence and timing we predicted. You now earn real clicks from customer questions, not just your name. Brand visibility is up and holding through peak season, with the click landing on the shelves where you sell. And the first AI-assistant-labeled visit has arrived.
We won't say yet: that assistants recommend you more than in June (5 in 100 conversations, flat within the panel's margin — the citations haven't repriced the answers yet, and it's taking longer than we modeled); that August's higher floor is proven (three volatile weeks); that our Aug 21 release did anything (too new — next report); or that any of this sold product at Walgreens or Amazon — that claim waits for your retail data, because you deserve the real answer, not the convenient one.