
TL;DR
- Our April 1, 2026 extract contained 14,668 Sports & Fitness store records.
- The raw email marketing category appeared on 30.4% of sports snapshots versus 21.2% across all snapshot-bearing stores in that extraction.
- Reviews differ by 48.6 percentage points between the under-50K and 200K–1M estimated-traffic groups.
- 14,305 records lacked a supported upsell category match. Inspect native and custom recommendations before calling any account a cross-sell opportunity.
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Method
The retained April 1 script selects the stored Sports & Fitness category and each account's latest available app/pixel snapshot. It imposes no active-store or maximum snapshot-age condition. The overview contains 14,668 records; app/category percentages use snapshot-bearing records, whose separate denominators are not all preserved in the summary.
Stored app-count means include historical payment signatures and skip missing values without reporting how many records had a value for each mean. Traffic is estimated; the stored Plus flag is not a merchant-confirmed plan. Public matches show installed code, not paid plans or outcomes, and backend or custom features can be invisible.
Differences Across Traffic Groups
| Estimated monthly traffic | Overview records | Mean stored apps |
|---|---|---|
| Under 50K | 11,886 | 1.7 |
| 50K–200K | 2,666 | 5.4 |
| 200K–1M | 113 | 7.7 |
| 1M–5M | 2 | 9.0 |
| 5M–20M | 1 | 3.0 |
| Raw category share | Under 50K | 50K–200K | 200K–1M |
|---|---|---|---|
| Email marketing | 26.5% | 46.7% | 55.8% |
| Reviews | 17.8% | 47.3% | 66.4% |
| Support | 3.2% | 20.4% | 39.8% |
| Loyalty | 3.0% | 13.4% | 21.2% |
| Upsell | 0.6% | 9.8% | 23.0% |
| Analytics | 1.0% | 9.0% | 31.0% |
| Popup | 4.4% | 8.4% | 4.4% |
| Wishlist | 1.0% | 4.7% | 9.7% |
Reviews have the largest percentage-point difference among these eight displayed categories: 66.4 − 17.8 = 48.6 points. They do not have the largest ratio. The upper displayed group includes 75 review matches, 26 upsell matches and five popup matches among 113 records.
The three records above 1M are too few to generalize from. Choose tools around an observed customer task.
Category Signals and Non-Detections
| Exact category | Sports snapshot share | All-store snapshot share | Sports records without the match |
|---|---|---|---|
| Email marketing | 30.4% | 21.2% | 10,211 |
| Reviews | 23.5% | 25.6% | 11,217 |
| Support | 6.6% | 9.7% | 13,695 |
| Popup | 5.1% | 6.4% | 13,916 |
| Loyalty | 5.0% | 6.6% | 13,934 |
| Analytics | 2.7% | 3.5% | 14,279 |
| Upsell | 2.5% | 4.4% | 14,305 |
| Wishlist | 1.8% | 2.4% | 14,408 |
| Subscription | 0.9% | 2.4% | 14,540 |
| Search | 0.6% | 0.6% | 14,582 |
The separate email category reports 4.9% in sports, so neither category covers every email tool. Shopify's native related and complementary product recommendations are an alternative to inspect before buying a search or upsell app.
The verification category reports 1.6% in sports versus 0.5% across all snapshots, more than three times the all-store rate.
Selected Raw App Identities
| Exact name / slug / category | Matching records |
|---|---|
Klaviyo / klaviyo / email marketing | 2,510 |
Mailchimp / mailchimp / email marketing | 1,684 |
Judge.me Reviews / judge-me / reviews | 1,061 |
Judge.me Reviews / judge-me-reviews / reviews | 829 |
Privy / privy / popup | 527 |
Yotpo Reviews / yotpo-reviews / reviews | 490 |
Klaviyo / klaviyo / email | 436 |
Omnisend / omnisend / email marketing | 315 |
Gorgias Chat / gorgias-chat / support | 289 |
PageFly / pagefly / page builder | 281 |
Back in Stock / back-in-stock / notifications | 275 |
Tidio Chat / tidio / support | 219 |
Swym Wishlist / swym-wishlist / wishlist | 213 |
Smile.io Loyalty / smile-io-loyalty / loyalty | 209 |
Smile.io Loyalty / smile.io-loyalty / loyalty | 204 |
Rebuy / rebuy / upsell | 197 |
PageFly / page-fly / page builder | 167 |
A store can match several identities for one vendor. GovX ID has govx-id 124, gov-x-id 93 and 23 observations with no slug, so we do not combine those totals into one vendor ratio.
Back in Stock has a separate row of 27 with no slug.
Selected Co-Occurrences
| Reported pair | Sports records |
|---|---|
| Judge.me Reviews + Klaviyo | 705 |
| Klaviyo + Mailchimp | 294 |
| Judge.me Reviews + Mailchimp | 252 |
| Klaviyo + Loox Reviews | 247 |
| Gorgias Chat + Klaviyo | 243 |
| Klaviyo + Yotpo Reviews | 239 |
| Back in Stock + Klaviyo | 145 |
| GovX ID + Klaviyo | 127 |
| Klaviyo + Swym Wishlist | 113 |
The raw-slug pair query counts distinct store IDs by reported names, excluding payment categories. GovX ranks fifteenth and Swym nineteenth in the retained list, so this table is a selection, not the top nine. Ask about the event mapping and plan requirements with authorized merchant access.
A Dated Public Storefront Example
On October 10, 2026, we inspected one Gymshark product page. It displayed seven size choices, a Size Guide, a four-product Get The Look carousel, Email Sign Up, a Make A Return link to a Loop-hosted portal, and a public GovX verification link.
Those observations show visible customer tasks and links on that page. Our separate raw-HTML parser experiment produced 24 product-page candidates, all from global signatures and requiring manual validation. The GovX and Loop links were useful direct evidence even though those providers were absent from the candidate list.
This example shows why public feature checks should accompany detection-based account selection.
Match the Tool to the Task
| Sports-store task | Check before selecting an app |
|---|---|
| Sizing and compatibility | Product measurements, fit guidance, supported variants and accurate support answers |
| Complementary gear | Existing native/custom recommendations, accessory compatibility, stock and margin |
| Restock alerts | Exact variant, notification consent, available inventory and alert limits |
| Reviews | Honest fit/durability feedback and moderation; no invented athlete testimonials |
| Identity discount | Eligible groups, verification flow, discount terms, margin and data handling |
| Seasonal capture | Actual launch calendar, subscribed audience, suppression and message accuracy |
GovX's verified-group description covers service-related eligibility such as military and first responders. Confirm the current program's groups and integration; do not assume every student is eligible or that discounts occur automatically at checkout. Measure orders and contribution before calling the program successful.
Current Access and Cost Checks
These are primary-source desk checks dated October 10, 2026:
- Klaviyo free email scope is up to 250 active profiles and 500 monthly emails, subject to account conditions.
- Privy Displays starts at $24/month, based on page-view allowances. Compare native Shopify Forms for capture.
- Back in Stock Free lists 10 notifications/month; check paid integration requirements before assuming Klaviyo delivery is included.
- Judge.me has a free review plan. Confirm customization requirements for the feedback you want.
- Yotpo retired Email & SMS at the end of 2025. Reviews and loyalty need to be evaluated separately from an active messaging provider.
- Swym ended new Wishlist Plus free-plan access on May 11, 2026; its trial and grandfathered accounts have different conditions.
A hypothetical incremental $15 accessory sale every day totals $5,475 gross yearly revenue. At a hypothetical 40% contribution margin, that is $2,190 before software and implementation costs. Returns, stock, discounts and sales that would have occurred anyway can change the result. A holdout or comparable baseline is needed before claiming app payback.
Pixel, Theme and Contact Observations
The retained exact pixel labels include Meta Pixel (Facebook) 5,319 (36.3%), Google Ads 4,893 (33.4%), TikTok Pixel 1,199 (8.2%) and Snapchat Pixel 248 (1.7%). Additional Meta aliases overlap.
Theme names include Dawn 2,083, Debut 1,447 and Venture 711. Test the actual storefront task and maintenance options before pitching a redesign.
10,757 of 14,668 records had any contact (73.3%). A condition on the contact's email list matched 10,643, and a filled-in LinkedIn URL condition matched 787.
FAQ
Should every sports store offer cross-sells or identity discounts?
No. Check compatible products, customer relevance, current features and economics. A non-detection is a research lead.
Does the traffic comparison show which app to install next?
No. It compares different accounts and contains small upper groups. Identify an actual customer task, inspect native alternatives and test the change against a suitable baseline.
How can an agency use the study?
Select relevant accounts using dated observations, then document a visible workflow issue and current contact. A proposal should name the observed issue and the validation step.
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