Updated August 6, 2026

The data behind PlumageDispatch

Every comparison and article on this site renders from one structured dataset. This page is that dataset: the headline numbers it currently shows, and the raw file, free to download, reuse, and check against our pages.

What the data shows right now

• 14 camera models across 11 brands, hardware prices from $39.99 to $359.99, with the honest footnote that the $39.99 floor is Wyze's camera-less housing, the dataset's single most-documented gotcha (the camera is sold separately).
• 9 of the 14 models put AI identification, cloud storage, or other key features behind an optional paid plan. The other 5 include their core AI with the hardware, though a few keep their best AI model behind an optional membership.
• 71 documented "gotchas": fine-print catches like look-alike SKUs that differ only in their AI plan, "lifetime free" promises contradicted by the brand's own blog, photos that expire on paid tiers too, and white-label apps that own the paywall instead of the brand on the box.
• 70 source URLs back the records: official brand pages first wherever one exists, clearly-labeled secondary sources (hands-on reviews, app-store listings) where brands publish nothing. And every record carries a last-verified date and a price-confidence level: currently 9 high, 2 medium, 3 low. Where a figure can't be confirmed on an official page, the record says so instead of pretending. The brands we track, each linked to an official page our checks watch: Bird Buddy, Birdfy (Netvue), FeatherSnap, Soliom, Wyze, Kiwibit, BROAIMX, isYoung, Harymor, COOLFLY, Happy Birdy (WuzuTech). The full per-record source list is in the dataset download below.

What re-verification has caught so far

We re-verify records against the brands' own pages: by hand around every big update, plus an automated weekly check (method on the methodology page). Findings from those re-verification passes so far, each dated:

• On our publish-day re-check alone (June 9, 2026), 8 of the 12 records then in the dataset needed corrections: at least 14 field-level fixes within days of the data being gathered. Subscription terms in this category genuinely move under your feet.
• FeatherSnap dropped its free-tier photo blurring: an October 2024 hands-on review documented free photos arriving blurred until you paid. The official plan page today contains no blur language at all; the free tier now limits you with a 3-day photo expiration instead (verified June 2026). Reviews describing the blur are still circulating.
• Soliom's AI subscription doubled: the App Store listing shows $6.99/month while stale official pages still said $2.99 (verified June 2026).
• Kiwibit's two-SKU price gap closed on its flagship feeder: in June the subscription kit undercut the lifetime-AI kit by about $90 ($189.99 against $279.99). On its official store today both sell at $239.99, so on that model paying for AI by subscription buys you nothing the cheaper option didn't. Two honest limits: the gap is still open on Kiwibit's Mini kits ($139.99 against $179.99), so this is not a brand-wide rule, and we checked price rather than confirming the two variants are otherwise identical. Separately, the "Plus" plan is no longer listed at the $7.99/month we recorded in June; the store's own pages now show only an $89.99 annual plan, though we could not check whether a monthly option still exists inside the app (verified August 2026).
• Wyze raised Cam Plus annual from $19.99 to $29.99 (March 2026; the monthly price was already $2.99).

Category demand trends (a validation index)

Alongside the cost dataset we keep a second, smaller artifact: a record of which category and brand search terms actually show demand, and how we checked. It is our demand-validation work, captured June 18, 2026. 3 terms cleared validation against measured US data; 1 more is listed with a third-party figure only.

How to read this: "Measured US volume" is the range we read in Google Keyword Planner for the United States (it returns bucketed ranges, not exact counts). "Our verdict" comes from our own pass against US Google Trends and our Search Console. The Exploding Topics figures are third-party modeled estimates we tested (their default scope is worldwide, though we did not confirm the locale), not numbers we measured, and several of their growth claims did not hold up: Bird Buddy's modeled growth, for one, is contradicted by US Trends, which peaked in late 2024 and softened since. Treat growth as a direction signal and volume as a size signal, never as a measured PlumageDispatch metric.

Swipe the table sideways to see every column →

Download the trend index: JSON or CSV (CC BY 4.0, reads captured June 18, 2026). Each record carries the full per-term notes, the measured-US source, and the verdict basis. This index is the secondary artifact; the cost dataset below remains the primary one.

Download and reuse

Download the full dataset: JSON or CSV (version 2026.08.06). One record per model: brand, model, hardware price + confidence, subscription requirement, free-tier contents and limits, paid-tier pricing, documented gotchas, specs, and the primary source URLs each claim rests on. Both formats are the same live data this site renders from.

Licensed CC BY 4.0: use it in articles, research, or tools (commercial use included) with attribution. A link to plumagedispatch.com satisfies attribution. Suggested citation:

PlumageDispatch, "Smart Bird-Feeder Camera Cost & Subscription Dataset," version 2026.08.06, plumagedispatch.com/research/ (data as of August 6, 2026). DOI: 10.5281/zenodo.20722508.

Found an error in a record? Tell us via hello@plumagedispatch.com and we'll fix it: the dataset's accuracy is the whole product. Press and researchers: we're happy to run specific questions against the data.