Public-source census
Every discoverable review source is not one giant review pile.
This census tracks exact listings, variants, official-hosted review tabs, brand review platforms, and the companion app separately. It is the coverage map behind the model reviews, not a permission slip to add overlapping counts until the number becomes emotionally satisfying.
Snapshot date: 2026-07-26 · Read qualification rules
What “all across the internet” means here.
A broad public-source census with explicit blind spots, not an impossible claim that every review in every private group, app, seller backend, region, and deleted page has been captured.
Dynamic commerce sources
TikTok Shop, Shop, Chewy, official product pages, and their visible rating distributions, review counts, sales signals, and selected verified-purchase themes.
Owner and community sources
Exact-model Reddit, Facebook, Home Assistant, Trustpilot, social-owner, and long-tenure reports already curated in the complete model source ledgers.
Editorial and video sources
Exact-model editorials, comparisons, setup videos, maintenance demonstrations, and creator reviews with commercial relationships labeled.
Product and support truth
Official pages, manuals, comparison guides, warranty, return, accessories, replacement parts, and app-store records used only for the claims they can support.
First-party household evidence
The SC10 28-day record remains a separate evidence class. It adds mechanism depth without becoming a population statistic or swallowing the other models again.
Known blind spots
Private groups, inaccessible regional marketplaces, removed pages, non-indexed reviews, seller dashboards, unshared support records, and duplicate/imported review systems.
1 tracked dynamic source
MeoWant brand and support
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| Meowant company reviews Trustpilot · checked 2026-07-26 · live snapshot | 4.1/5 · 4,461 reviews or ratings 5★ 67% · 4★ 11% · 3★ 5% · 2★ 3% · 1★ 14% | brand-level reviews third-party review platform · identity brand only · family meowant-brand-trustpilot | Brand-level delivery, support, return, consumable, setup, and broad satisfaction themes; exact-model claims only when a review names the model. | low overlap risk. MeoWant invites customers to review. The corpus mixes products, accessories, delivery, setup, and ownership tenure and cannot be treated as a model reliability score. |
1 tracked dynamic source
AIR PET companion app
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| AIR PET companion app Apple App Store · checked 2026-07-26 · live snapshot | 2.8/5 · 252 reviews or ratings | companion-app reviews app store · identity brand only · family airpet-ios | App-specific reliability, network, notification, weight assignment, profile, clock, multi-device, and update-history evidence across compatible boxes. | low overlap risk. App reviews often mention a box without a precise model. Software behavior varies by app version, firmware, phone, account, network, placement, and date. |
5 tracked dynamic sources
MeoWant SC01
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| SC01 large 57.6 L listing TikTok Shop · checked 2026-07-26 · live snapshot | 4.6/5 · 1,364 reviews or ratings 5★ 1115 · 4★ 114 · 3★ 28 · 2★ 26 · 1★ 81 13.0K sold shown on the listing. | exact-model listing marketplace · identity exact · family sc01-tiktok | Large exact-listing sentiment shape, verified-purchase wording, setup, adoption, app, weight, cleaning, and fit themes. | high overlap risk. TikTok has multiple SC01 listings and variants. Review histories may overlap or split by listing, so counts must not be summed into unique owners. |
| SC01 extra-large secondary listing TikTok Shop · checked 2026-07-26 · live snapshot | 4.5/5 · 303 reviews or ratings 5★ 233 · 4★ 30 · 3★ 14 · 2★ 5 · 1★ 21 2.7K sold shown on the listing. | model-variant listing marketplace · identity exact · family sc01-tiktok | Variant-specific sentiment and unusually useful updated-review evidence where an initially positive owner later reported mess and cleaning difficulty. | high overlap risk. This likely overlaps the same product family as the primary listing and cannot be added to the primary count as independent owners. |
| MW-SC01 primary Shop listing Shop · checked 2026-07-26 · live snapshot | 4.7/5 · 455 reviews or ratings | exact-model listing marketplace · identity exact · family sc01-shop | Current Shop owner wording around cat adoption, similar-weight profile confusion, app support, and quietness. | high overlap risk. Shop review syndication and product variants can share or split reviews. The count is a listing snapshot, not a unique-owner census. |
| MW-SC01 gray and yellow variant Shop · checked 2026-07-26 · live snapshot | 4.5/5 · 28 reviews or ratings | model-variant listing marketplace · identity exact · family sc01-shop | Variant owner reports with useful cleaning, stuck-litter, waste-flap, price-value, older-cat, and multi-cat context. | high overlap risk. Variant listing may overlap the primary Shop product family and should not be summed with it. |
| SC01 retailer reviews Chewy · checked 2026-07-26 · live snapshot | 4.1/5 · 63 reviews or ratings · 36 written surfaced 5★ 63% · 4★ 13% · 3★ 5% · 2★ 8% · 1★ 11% | exact-model listing retailer · identity exact · family sc01-chewy | Retailer-specific fit, small-space, adoption, cleaning, and larger-cat comparison context. | medium overlap risk. The rating count and visible written-review count differ. Review tenure and purchase-verification status vary. |
Open the complete SC01 review and curated owner/editorial source ledger
7 tracked dynamic sources
MeoWant SC02
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| SC02 75 L primary listing TikTok Shop · checked 2026-07-26 · live snapshot | 4.4/5 · 2,527 reviews or ratings 5★ 1921 · 4★ 240 · 3★ 95 · 2★ 66 · 1★ 205 24.7K sold shown on the listing. | exact-model listing marketplace · identity exact · family sc02-tiktok | Largest surfaced exact-model marketplace corpus, including foster-home benefits, motor and lid failures, dirty screens, bag-retention requests, and large-cat fit complaints. | high overlap risk. Large volume improves mechanism discovery but does not establish a defect rate. Other TikTok SC02 listings may overlap or split the same product history. |
| SC02 75 L secondary listing TikTok Shop · checked 2026-07-26 · live snapshot | 4.5/5 · 118 reviews or ratings 5★ 93 · 4★ 10 · 3★ 3 · 2★ 3 · 1★ 9 | model-variant listing marketplace · identity exact · family sc02-tiktok | Secondary listing evidence, including seller authenticity complaints that should be separated from product performance. | high overlap risk. Some complaints concern receiving an unbranded replica or seller conduct rather than the SC02 design. Listing overlap is likely. |
| SC02 smart listing TikTok Shop · checked 2026-07-26 · live snapshot | 4.6/5 · 26 reviews or ratings 5★ 18 · 4★ 7 · 3★ 0 · 2★ 0 · 1★ 1 | model-variant listing marketplace · identity exact · family sc02-tiktok | Small exact-model sample with wet-clump, safety-stop, multi-cat, and drawer-cadence wording. | high overlap risk. Small and likely overlapping with other TikTok Shop product-family listings. |
| MW-SC02 primary Shop listing Shop · checked 2026-07-26 · live snapshot | 4.7/5 · 768 reviews or ratings | exact-model listing marketplace · identity exact · family sc02-shop | Current Shop owner themes spanning heavy multi-cat use, affordability, app value, weekly inspection, stuck material, and reboot recovery. | high overlap risk. Shop may syndicate reviews across variants. The count must not be added to the white-variant count as unique owners. |
| MW-SC02 white variant Shop · checked 2026-07-26 · live snapshot | 4.8/5 · 93 reviews or ratings | model-variant listing marketplace · identity exact · family sc02-shop | Recent white-variant setup and early-use sentiment. | high overlap risk. Mostly early ownership and likely related to the primary Shop listing family. |
| SC02 retailer reviews Chewy · checked 2026-07-26 · live snapshot | 3.8/5 · 60 reviews or ratings · 37 written surfaced 5★ 55% · 4★ 12% · 3★ 10% · 2★ 7% · 1★ 17% | exact-model listing retailer · identity exact · family sc02-chewy | Retailer-specific owner evidence for odor, setup, cleaning, fit, reliability, and support after third-party purchase. | medium overlap risk. Some written reviews are not verified purchases and ownership tenure varies widely. |
| MW-SC02 official storefront review tab MeoWant.com · checked 2026-07-26 · live snapshot | 2,201 reviews or ratings | official-hosted product reviews manufacturer storefront · identity exact · family sc02-official | Official-hosted review-count and storefront evidence; useful for coverage mapping and variant reconciliation. | high overlap risk. The page does not provide an independent sample. Hosted reviews may overlap marketplace or imported review systems and should not be summed with other channels. |
Open the complete SC02 review and curated owner/editorial source ledger
3 tracked dynamic sources
MeoWant SC03
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| SC03 open-top listing TikTok Shop · checked 2026-07-26 · last observed snapshot | 3.9/5 · 39 reviews or ratings 5★ 23 · 4★ 4 · 3★ 4 · 2★ 2 · 1★ 6 361 sold on the last observed exact listing. | exact-model listing marketplace · identity exact · family sc03-tiktok | Early exact-model setup, app, safety-stop, rake, scatter, odor, and fault sentiment. | medium overlap risk. The listing was last observed during the July 26 research pass but was not consistently re-indexed in every search. The sample is small and recent. |
| SC03 open-top Shop listing Shop · checked 2026-07-26 · live snapshot | 2.8/5 · 4 reviews or ratings | exact-model listing marketplace · identity exact · family sc03-shop | Small but mechanism-rich sample: open-top praise, repeated rebooting, weak app diagnostics, and waste caught in the grader. | low overlap risk. Four ratings are useful for identifying possible mechanisms, not frequency or representative satisfaction. |
| SC03 official storefront review tab MeoWant.com · checked 2026-07-26 · live snapshot | 14 reviews or ratings | official-hosted product reviews manufacturer storefront · identity exact · family sc03-official | Official-hosted review-count, product-identity, mechanism, litter, and current availability coverage. | high overlap risk. Hosted storefront reviews are not independent and may overlap imported commerce reviews. |
Open the complete SC03 review and curated owner/editorial source ledger
4 tracked dynamic sources
MeoWant SC09
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| SC09 Plus 106 L listing TikTok Shop · checked 2026-07-26 · live snapshot | 4.7/5 · 38 reviews or ratings 533 sold shown on the listing. | exact-model listing marketplace · identity exact · family sc09-tiktok | Early exact-model upgrade, multi-cat, 18 lb cat, app-linking, quietness, odor, and setup feedback. | high overlap risk. Small and short-tenure sample. TikTok has more than one SC09 listing and reviews may overlap or split. |
| SC09 large secondary listing TikTok Shop · checked 2026-07-26 · live snapshot | 37 reviews or ratings | model-variant listing marketplace · identity exact · family sc09-tiktok | Secondary exact-model owner and upgrade wording. | high overlap risk. The surfaced result did not expose a stable current rating in the latest crawl. It likely overlaps the same SC09 product family as the primary listing. |
| MW-SC09 Shop listing Shop · checked 2026-07-26 · live snapshot | 4.7/5 · 86 reviews or ratings | exact-model listing marketplace · identity exact · family sc09-shop | Recent exact-model owner themes around wide opening, two-month tenure, quietness, odor, litter choice, multi-cat adoption, and repeat purchases. | high overlap risk. Most visible reports are early. Shop syndication may overlap official storefront reviews. |
| MW-SC09 official storefront review tab MeoWant.com · checked 2026-07-26 · live snapshot | 81 reviews or ratings | official-hosted product reviews manufacturer storefront · identity exact · family sc09-official | Current official review-count, availability, specifications, and storefront relationship mapping. | high overlap risk. Official-hosted reviews may overlap imported marketplace systems and are not an independent review corpus. |
Open the complete SC09 review and curated owner/editorial source ledger
2 tracked dynamic sources
MeoWant SC10
| Source | Snapshot | Scope and identity | What it can support | Overlap and limits |
|---|---|---|---|---|
| XXXL open-top listing attributed to SC10 TikTok Shop · checked 2026-07-26 · live snapshot | 4.2/5 · 13 reviews or ratings 5★ 9 · 4★ 0 · 3★ 2 · 2★ 1 · 1★ 1 471 sold shown on the listing. | exact-model listing marketplace · identity probable · family sc10-tiktok | Early large-cat, three-cat, open-space, app-setup, missing-profile, and notification feedback for the XXXL design matching SC10. | medium overlap risk. The listing uses XXXL naming rather than consistently exposing MW-SC10. The sample is very small and short-tenure. |
| MW-SC10 official storefront review tab MeoWant.com · checked 2026-07-26 · live snapshot | 1 reviews or ratings | official-hosted product reviews manufacturer storefront · identity exact · family sc10-official | Current official product identity, specifications, pre-order state, and very early hosted-review coverage. | medium overlap risk. One official-hosted review is not a reliability record. Seller-hosted content is not independent. |
Open the complete SC10 review and curated owner/editorial source ledger
Why the site refuses to publish a giant total review count
- TikTok Shop often exposes several listings for the same exact model.
- Shop and manufacturer storefronts may syndicate or import the same review system.
- Color, bundle, and seller variants can split one product family across several pages.
- A review can be updated, copied, syndicated, or moved between parent and variant listings.
- Brand reviews may discuss delivery, bags, deodorizer, app, or another model entirely.
- One rating total can count ratings while another page exposes only written reviews.
The honest output is a source census and sentiment shape, not “we analyzed 8,000 unique owners” because the calculator found several numbers lying unattended.
Refresh and ingestion plan
Issue #6 in the repository defines the Cloudflare-native ingestion system: scheduled discovery, source adapters, exact-model matching, listing-family deduplication, D1 records, private R2 artifacts where permitted, change detection, and editorial approval before any verdict changes.
- Official specifications and catalog: daily or on detected change.
- Marketplace rating snapshots: weekly.
- Owner, editorial, video, and social discovery: weekly.
- Warranty, return, app, support, and replacement-part policies: monthly or on change.
- Model synthesis: monthly and after material evidence thresholds.