The short answer: a star rating is an average of every review a brand has ever collected, so the number matters less than the pile behind it, and Trustpilot publishes that pile. Petcube holds 764 reviews with 25 of them written in the last 12 months. PETKIT holds 339 with 275 recent. Whisker’s profile carries a note that it has not invited customers recently, petsafe.net is unclaimed with no reply badge, and PETKIT’s page states that replies may be written with AI assistance. Six fields decide what a score is worth, and reading all six takes about five minutes.

I read the top of six pet tech profiles in one sitting, and on every page the least useful line was the one printed biggest. The score arrives in a badge. Under it sits the review count, and under that a line most shoppers scroll past: how many of those reviews were written in the last 12 months. Across the six brands that ratio ran from 3 percent to 81 percent, and the brands at both ends sell into the same category at similar prices with comparable marketing.

The same score, two different piles

PETLIBRO and Whisker both showed 3.3 stars on October 9, 2026, and that is where the resemblance stops. PETLIBRO’s 3.3 came from 1,040 reviews, 761 of them written inside the previous 12 months. Whisker’s 3.3 came from 609 reviews with 257 in the same window. One average is three quarters current. The other leans on a body of opinion collected when the machines on sale today did not exist yet.

That difference decides what you are predicting. A current pool tells you how the product being shipped this month behaves for the people who bought it this month. A quiet pool tells you how an earlier version behaved for buyers who have since moved on, and a profile cannot update itself.

There is a second reading, and it is less comfortable. PETLIBRO collects 761 reviews a year, and most of the entries at the top of that page are complaints about unanswered messages. A high recent count is not a sign of health. It is a sign of volume, and volume arrives from both directions.

How many reviews are recent

Trustpilot prints this count on every profile it hosts, under the All reviews heading next to the total. These six were read on October 9, 2026.

Trustpilot profile	Score	Total reviews	Written in the last 12 months	Share of the pile
Petcube	3.2	764	25	3 percent
petsafe.net	2.1	231	42	18 percent
Furbo	3.2	140	54	39 percent
Whisker	3.3	609	257	42 percent
PETLIBRO	3.3	1,040	761	73 percent
PETKIT	3.7	339	275	81 percent

Petcube is the clearest case on the list. Its profile holds 764 reviews and 25 of them arrived in the last year. A shopper comparing that 3.2 against another brand’s 3.2 is comparing an archived record with a live one, and Trustpilot renders both in the same type.

PETKIT sits at the far end with 275 of 339 reviews recent, so its 3.7 is close to a measurement of the machines sold in 2026 and almost nothing else. petsafe.net is low on both counts, 231 reviews with 42 recent, on a page the company has never claimed.

Neither end is automatically trustworthy. They are different kinds of evidence, and the score does not tell you which one you are reading.

Claimed, unclaimed, and who is asking for reviews

Whisker’s page carries a Claimed profile label with the month the company took control of it, August 2018. PETLIBRO’s says December 2020, PETKIT’s April 2025. petsafe.net carries the opposite label, Unclaimed profile, which means no one at the brand has taken the page over. No company reply comes from there, and Trustpilot has nobody to hand the account to.

The second line is about recruiting, and Trustpilot prints it in the same block:

• PETLIBRO, PETKIT, Petcube and Furbo carry the sentence “This company invites their customers to review, whether positive or negative.”
• Whisker carries “This company hasn’t invited customers recently, so reviews may not be representative.”
• petsafe.net carries “No history of asking for reviews,” followed by the same representativeness warning.

That is the platform commenting on its own sample rather than on the hardware. Invitation campaigns move volume, and a campaign lands on whichever experience it happened to catch. A profile that stopped asking can sit at whatever its last push produced, which is one plain reading of a 3.3 that barely moves while 257 reviews arrive in a year.

None of this sorts brands into honest and dishonest. It makes the counts beside the score part of the score, which is the same reason marketplace ratings and review-platform ratings point in different directions once you set them side by side.

The badge that says who is answering

Half of these profiles carry a reply figure with a time window, and Trustpilot writes both into the badge. PETLIBRO replies to 69 percent of negative reviews, typically within 2 weeks. Whisker replies to 96 percent, typically within 1 week. PETKIT replies to 78 percent, typically within 1 week. Furbo and Petcube carry the opposite badge, “Hasn’t replied to negative reviews.” petsafe.net carries no reply badge at all, which follows from an unclaimed page.

PETKIT’s profile adds two lines that belong with its badge: “Paid Trustpilot subscription” and “May use AI-assist with replies.” The first is a fact about the company’s commercial relationship with the platform. The second means some of that reply text may not have been written by a person. The same profile carries a one-star entry titled “A week of troubleshooting emails and still no working fountain”, which is the shape a good reply rate can hide.

A reply rate counts replies. It does not count repairs, and the gap shows up in the middle of a profile that reads well: Whisker’s 96 percent sits on the same page as fifteen recent one-star reviews that received the same reply almost word for word. What a badge is good for is the narrower question of whether a company answers at all. Furbo’s page answers that with a sentence instead of a number.

The positive end of the same field is worth reading, because a staffed support desk does not look like a wall of templates. Whisker’s recent five-star entries name people: “Alia’s help saved the day.”, “Libby V., tech extraordinaire!”, “Very patient knowledgeable and kind.”, and one titled “Unbeatable Customer Support: Kindness That Went Way Beyond Expectations”. A brand that answers 96 percent of its critics and also collects reviews naming the representative who helped is showing you two sides of the same arrangement, and both are evidence.

The date on the newest review

The cheapest check on any profile is the date printed beside the newest entries, and the two ends of this set look nothing alike.

On PETLIBRO’s page, the reviews Trustpilot surfaced at the top carried dates of October 7 and October 8, 2026, and the titles alone say what is being written there: “2 feeders 2 issues NO RESPONSE!!!”, “No customer service repsonse”, “Non existent customer service, poor communication and unreliable.” The first of those, a one-star account from Tony Knight, describes two Polar wet-food feeders that failed, a second unit bought in July 2026 for £148.19, and a support thread whose last word from the company came on September 18, 2026. “My last correspondence was on 18 September 2026,” he wrote, “and as of 8 October, I have received no further response whatsoever.” That is 20 days without an answer on a machine his cat eats from. Whatever the outcome, the page was being updated while I read it, and the update was not flattering.

Petcube’s profile shows the other shape. The newest review Trustpilot placed near the top was a three-star note titled “Nice GPS Tracker with room for improvement”, dated August 28, 2026, roughly six weeks before this reading. A quiet page is not proof of a cover-up and not proof of quality. It is a page where the record stopped growing, which means the score you are reading was reached by a different company than the one selling to you.

Read five entries in full, with dates, before you decide anything. A single paragraph from a buyer who names the model, the failure and the week it happened carries more than the average of the other seven hundred.

Six fields to read in five minutes

1. The score and the review count together. A 3.3 from 30 reviews and a 3.3 from 1,040 are measurements of different things, and both numbers are on the same screen.
2. Reviews in the last 12 months against the total. This is the one figure that separates a live sample from an archive, and it is printed rather than calculated.
3. Claimed or unclaimed. An unclaimed profile has no company at the other end of it, and no replies will come from there.
4. Who is being invited, plus Trustpilot’s own note about the sample it holds. The platform will tell you when a pool may not be representative, in its own words, on the profile.
5. The reply badge and the window inside it. Two weeks and one week are public service promises, and Furbo’s missing badge is a public answer too.
6. The five newest reviews, in full, with dates. This is where you learn what is failing this month rather than what failed in 2024.

What those six fields cannot tell you

Four limits belong here, because a checklist read as a verdict becomes its own kind of marketing.

Trustpilot states on every profile that it does not fact-check reviews, and that its “Verified” label confirms a business interaction rather than the accuracy of a complaint. A dated review is a dated opinion, nothing more.

A fresh pool can also be a company that works hard at collecting reviews. PETKIT invites customers, pays for a platform subscription, and posts replies that may be AI-assisted, and all three of those facts sit on the same page as its strong 3.7.

A thin pool is not a verdict either. petsafe.net holds 231 reviews with 42 recent on a page the brand has never claimed, which is a narrow sample assembled by people who had already lost an argument with a support line. That number describes the people who showed up, not the machines.

And reply volume says nothing about results. A company can answer every complaint within a week and still ship the same faulty part twice, which is the pattern behind the five checks worth running on any support desk before you rely on it.

The honest summary is that these fields sort evidence by how recent it is and by who is speaking. They do not sort products, and anyone who tells you a star rating is all you need is describing a number rather than a machine.

What to buy if you would rather skip the reading

The policy this site has used since 2026 is to buy the machines that need the fewest support conversations in the first place. Three products carry that, and all three are still standing.

The SureFeed microchip feeder (B00O0UIPTY) opens for the cat whose implanted chip it reads. No app, no account, no cloud service, so there is no login that can stop working; the microchip guide treats it as the low-dependency option for multi-cat homes. The PetSafe Smart Feed (B07NR47N2Q) keeps its schedule on the device with a battery backup, priced at $134.99 on the maker’s own product page. The TP-Link Tapo C210 (B095CLQ1PT), around $35 to $40, records to a microSD card you own, which is the cheapest way to watch a bowl in the first week.

Three disclosures belong with those picks, and the first is why this article exists. PetSafe’s brand profile measured 2.1 stars from 231 reviews on an unclaimed page with no reply badge, which is why this site recommends the Smart Feed as a product and never as a brand. That product page tells the other half of the story: read on October 9, 2026, it carries 4.4 stars from 228 reviews, with 182 of 206 reviewers recommending the feeder, on the same day the brand page sat at 2.1. The page’s own structured data lists an aggregateRating of 4.4, a reviewCount of 228 and a priceCurrency of USD, so both the price and the rating there are machine-readable rather than a rendering guess. One product can be well liked while the profile above it is not, and a single score erases that difference. PETLIBRO measured 3.3 from 1,040 reviews with replies to 69 percent of negative reviews within 2 weeks, and Whisker measured 3.3 from 609 with 96 percent within a week. Both describe response rather than resolution, and neither store is linked from this page.

The counterweight is a profile that reads healthy on every field. Sure Petcare, the maker of the first pick above, showed 4.5 stars from 2,163 reviews on October 9, 2026, with four of its five newest five-star entries posted within the previous three days. Two of those name what was replaced: a feeder handle swapped for a whole new unit after the owner sent a short video, and a cat flap part mailed out after a phone call. A score cannot tell that story. The text underneath it can, which is the whole argument for reading the text.

If there is one habit worth keeping from this page, it is the order of the reading: the score first, the recent count second, and the newest five reviews last. Most people do it the other way around, if they do it at all, and the return window is a worse place to find out.

FAQ

What do the review counts next to a Trustpilot score mean? They describe the sample rather than the product. The profile prints the score, the total number of reviews collected, and a separate line for reviews written in the last 12 months. On October 9, 2026 those three fields read 3.2 stars, 764 total and 25 recent for Petcube, and 3.3 stars, 609 total and 257 recent for Whisker. A score with a recent pool describes the machine being sold now. The same score with a quiet pool describes a company that was reviewed differently a year or two ago.

Why do two brands with the same score behave differently? Because the average is built from different piles of opinions. PETLIBRO and Whisker both sat at 3.3 stars on October 9, 2026, but 761 of PETLIBRO’s 1,040 reviews were written inside the previous year against 257 of Whisker’s 609. Same headline number, two different kinds of evidence, and only one of those piles is still being added to.

What does an unclaimed Trustpilot profile mean? It means nobody at the company has taken the page over. petsafe.net carries the Unclaimed profile label, no reply badge, and a note reading No history of asking for reviews, followed by Trustpilot’s own warning that the reviews may not be representative. Complaints land there, the company does not answer them on that page, and the sample is built by whoever went looking for somewhere to write.

Do high reply rates mean complaints get fixed? No. A reply rate counts replies, and Trustpilot writes the time window into the same badge: PETLIBRO replies to 69 percent of negative reviews typically within 2 weeks, Whisker to 96 percent within 1 week, PETKIT to 78 percent within 1 week. Furbo and Petcube carry the opposite badge, Hasn’t replied to negative reviews. A reply rate answers one question, which is whether messages get answered at all, and it says nothing about what the answer produced.

How many reviews should I read before buying? Five, in full, with their dates. On PETLIBRO’s profile the newest entries carried dates of October 7 and October 8, 2026, and the first was a one-star account of two failed wet-food feeders and a support thread that went quiet on September 18. On Petcube’s profile the newest review near the top was dated August 28, 2026. Reading the newest five tells you whether the page is still collecting evidence and what is failing this month.

Which pet tech products avoid the support problem entirely? The ones that need almost no support contact to keep working. The SureFeed microchip feeder reads an implanted chip with no app, no account and no cloud service. The PetSafe Smart Feed keeps its schedule on the device and runs on backup batteries at $134.99 on the maker’s page. The TP-Link Tapo C210, around $35 to $40, records to a microSD card with no subscription. All three are standing recommendations on this site, and all three are recommended as products rather than as brands.

Updated: 2026-10-09. Sources: Trustpilot’s profile for petlibro.com (3.3 stars from 1,040 reviews, 761 written in the last 12 months, claimed profile, the invite sentence, replies to 69 percent of negative reviews typically within 2 weeks; read October 9, 2026), litter-robot.com (3.3 from 609, 257 recent, claimed August 2018, the sentence that it has not invited customers recently, replies to 96 percent within 1 week; read October 9, 2026), petkit.com (3.7 from 339, 275 recent, claimed April 2025, replies to 78 percent within 1 week, Paid Trustpilot subscription, May use AI-assist with replies; read October 9, 2026), furbo.com (3.2 from 140, 54 recent, claimed December 2025, Hasn’t replied to negative reviews; read October 9, 2026), petcube.com (3.2 from 764, 25 recent, claimed November 2017, Hasn’t replied to negative reviews; read October 9, 2026), petsafe.net (2.1 from 231, 42 recent, Unclaimed profile, No history of asking for reviews, the representativeness warning, no reply badge; read October 9, 2026), surepetcare.com (4.5 from 2,163, Active Trustpilot subscription, four five-star entries posted within the previous three days naming a replaced feeder handle and a mailed cat flap part; read October 9, 2026), the Trustpilot review by Tony Knight (dated October 7, 2026, two Polar feeders, £148.19, 18 September 2026, 20 days without a reply) and the review by KJ on Petcube’s profile (three stars, dated August 28, 2026), and Trustpilot’s explanation of its review labels (Verified means a business interaction was confirmed). The five-star titles quoted from Whisker’s profile are visible on its public review list as read on October 9, 2026. Reviews, scores and counts change daily; verify before you buy.