
"Stop casting into the middle of the pond": a fishing tip video with 5.2M views that pushed a fish-ID app to #10 on the Sports chart
What it is A photo-based fish identification and catch-logging app. Every fish you catch swims into your own animated aquarium and lights up a dex, like Pokémon in the real world.
Why it took off Before and after launch it ran a same-name fishing science video account, posting daily on the questions beginners most want answered ("why aren't I catching anything"). Single videos reached 5.2M views, and viewers followed the bio to download. The collecting mechanic kept them around to leave good reviews.
A68How you could follow it Copy the playbook, not the category: pick a hobby like birdwatching, mushrooms, insects, or rocks, where people want to know what they've found and want to collect them all. Start with a daily short-video science account, then launch a "identify + dex collecting" app with a one-time purchase tier.
- Data (updated daily) · first launch 2026-10-14 · 11-06 installs 12,999
Android · Total installs worldwide Data 2026-10-29 → 2026-11-06 (9 days, 9 observations). Google's detail page only refreshes install counts every other day, so a flat day doesn't mean nobody installed.Android · Ratings count (cumulative) Data 2026-10-29 → 2026-11-06 (9 days, 9 observations)
Catcharium is a photo-based fish identification and catch-logging app, and the fish you catch swim into your own animated aquarium. It has no paid ads. Instead it built a same-name account posting fishing tips: the TikTok account, started 5 weeks ago, has racked up about 13.4M views, and the app gained nearly 7 in 6,000 days on Google Play, charting in the free Sports category in 10 countries including the US, Australia, and the Philippines. Below: what it is, where the traffic came from, where the money comes from, who else is competing with it, and whether this playbook can be run again in another category.
An account only 5 days old
On 2026 Oct 4, the TikTok account @catcharium posted a video under two minutes, opening with "Stop casting into the middle of the pond". The reasoning is straightforward: the middle of the pond has no cover, fish sit in the deep water in summer with low oxygen, and they hug the edges, right at your feet, the bank the wind pushes onto, inlets, under branches, and in shade. The last line: "Stop casting in the middle, cast to the edges."
The account had only posted its first video in Sep 29. By Nov 6, this video had 5.21M views and 390k likes. The top comment (16k likes) reads "no man skipped this video"; another comment with 1,871 likes says: "Seriously, someone make a game out of this."
They already did. The account bio reads: "Identify fish. Log catches. Build your aquarium. Tap App to download".
What it is
Snap a photo of a fish (or pick one from your camera roll), the AI gives a species, saves it to your catch log with date, length, weight, and spot. The difference comes next: saved fish swim into your animated aquarium, you light up a 485-species dex, earn badges, and can generate share cards. The Instagram bio is more direct: "Catch them all", with your Fish Dex. In short, it turns fishing into a real-world Pokémon-style collection.
The iOS version launched in Sep 21 under developer Fria LLC; the same account also runs a string of AI utilities (calories, sleep, step counting), each with near-zero ratings. The Google Play version launched in Oct 14 under Llama AI LTD, with a common registered-agent address in London. I couldn't determine the relationship between the two companies or where the team is based.
How big it is now
| Metric | Metric | Sources |
|---|---|---|
| Google Play installs | 10-29 to 7,024 in 11-06 days, +12,999,7 for 5,975 | Google Play store page |
| Play daily installs | 10-27 about 26/day → from 10-29 about 677/day → 11-01 about 1,117/day → 11-05 about 822/day | Third-party estimate (AppstoreSpy) |
| Play rating | 4.7 stars, 182 reviews (10-29 was 107 reviews), gaining 5–15 more each day | Google Play, 10-29 to 11-06 |
| Play charts | Only on the Sports free category chart: best rank #36 in the Philippines, #48 in Malaysia, #48 in Argentina, #61 in Mexico, #83 in Australia, #95 in the US. From 11-01 it spread to 10 countries; the US climbed from #162 to #95. | Google Play chart, 10-29 to 11-06 |
| iOS US store | 160 ratings, 4.76 stars (11-01 was 96 ratings); best Sports free rank #176 | App Store,11-06 |
| Revenue | Has not charted in any major country's Top Grossing; on iOS it has only reached #17 in Sports Top Grossing in Bulgaria. | App Store charts |
In short: traffic is still small but growing, and growing in step with the videos. Revenue is basically invisible.
Where the traffic comes from: a genuinely useful fishing science account
As of 11-06, TikTok @catcharium has 57k followers, 900k likes, and 32 videos, almost one a day, each 1 to 2.5 minutes long. Every one covers something beginner anglers really want to know, not an app pitch:
- "Same pond, same spot, same worms, he caught ten, you caught none"—five beginner mistakes, 390k views (10-18)
- "You've been casting right over the fish's head"—the deep trough behind the first wave at the beach, 1.09M views (10-10)
- "Doctors remove hooks from people with fishing line"—270k views (10-24)
- "This lure has no hook, and squid still won't let go"—Japanese wooden shrimp, 340k views (10-25)
- "The only fish people tell you not to release"—northern snakehead, 160k views (11-03)
The videos carry no ad label and no AI-generated tag. The same-name YouTube channel has 24k subscribers and posts 10 to 15-minute long-form videos: "How to Find Fish in Freshwater" 168k views, "Saltwater" 125k, "Every Fishing Rig Explained" 16k (posted 5 days ago). The channel's only link is catcharium.app/download. Instagram has 74k followers. They also run a Japanese account, @catcharium_jp.
These accounts do drive people into the app, and there are three pieces of evidence:
- Users said it themselves. A five-star App Store review of 10-25 reads: "I first found it from the YouTube channel (which is actually a good channel)"; on Google Play someone wrote "I also love the youtube content keep it up".
- Viewers spotted it. Under the 10-30 video that got 2.46M views, one commenter wrote "bro ngl thats a great ad. didnt even know it was one"; another came in to complain about the app: "your app says the 13 lb bass in my video is a giant grouper."
- The timing lines up. After the 10-30 video went up, Play daily installs rose from about 677 to about 1,117 (11-01), and US sports chart rank went from #160 to #124 (10-31 → 11-02). The 10-04 video that hit 5.2M was the same week iOS reviews started coming in heavily.
I checked the Google and Meta ad libraries and found no paid ads (not finding them doesn't prove none were run, but there's no sign of any). On X there was zero discussion in the past 90 days, no media coverage, and on Reddit only a small r/FishingForBeginners thread titled "Catcharium is underrated".
Why users stay
Fish identification and catch logs aren't new. What got video viewers to install, keep the app, and leave good reviews is the collecting:
- "I used to only fish for bass and bluegill. With this app I want to catch every kind of fish. I love fishing and I keep a fish tank, and it puts both together." (App Store, 11-01)
- "I'd been thinking about making this app for months and you guys made it first... I bought lifetime Pro right away." (App Store, 10-08)
- On Google Play, one person said it's "appealing to young people... almost like a game."
The weaknesses are clear too: identification accuracy. Most negative reviews are about this: "most fish misidentified", "AI flipped the fish photo and the cutout looks ugly". The team moves fast: on iOS they shipped 7 versions in 7 weeks, adding manual species correction, tiny fish, and weight logging based on reviews. Ratings have climbed with each version; on Play, v1.0.2 was 4.59 and v1.0.3 is 4.68.
Where the money comes from
The free version identifies fish, keeps logs, and shows basic info on fish you've caught. Pro unlocks the full encyclopedia, search by name, fishing tips, and HD photos. Payment is monthly, yearly, or a one-time lifetime purchase; on Play the in-app price is $9.99–69.99. Early on the free tier only let you log 3 fish; someone gave a one-star review saying "not worth downloading", and they loosened the limit later.
The one-time purchase matters: users specifically praised it in reviews, saying "you can pay once, not monthly or yearly." But judging by the grossing charts, it earns very little right now (estimate: at most a few thousand dollars a month, unverified). This business is currently building a user base, not collecting money.
Who it's competing with
| Product | Scale | How it differs |
|---|---|---|
| Fishbrain(2012) | Play 10.8M installs; best iOS US sports grossing rank #8 | A do-everything tool with fishing spot maps, social features, and subscriptions; species ID is just one feature |
| Fish AI(Liftoff Labs,2025) | Play 296K installs, about 2,400 added per week | AI fishing assistant (spots, weather, ID), tool-oriented |
| FishVerify(2017) | Play 164k installs | Fish ID plus local regulations. Pure utility. |
| Fuler(2026-01) | Play 39K installs, about 1,100 added per week, charted only in Malaysia | AI fish measurement + logging, the closest match, but no collecting mechanic |
| VISDEX: Fishing Logbook | Play 12K installs, about 7,600 added per week, #4 in Netherlands sports free | A Dutch local fishing log, one country only |
| iNaturalist / Seek, Google Lens | Very large | Free, general purpose, more accurate ID, no logs or collecting |
They're all tools. I didn't find a second fishing app launched in the past 2026 years across both stores that fills an aquarium and encyclopedia with real fish, and I didn't see copycats. On Steam there's a fishing collection game with the same name, "Catcharium" (developer bindev, unreleased); I couldn't verify whether it's the same team as this app.
If it were you
My take: worth following. Copy the playbook: "launch a science channel first, then the app," plus "identification + encyclopedia collecting". But apply it to a different category instead of building another fishing app.
Who it's for: a team of 1–3 people. One person can build the photo-recognition app with a field guide and animated display (calling an off-the-shelf multimodal model is enough for the recognition), and one person can write and make a 1–2 minute science short every day. Ideally, that person is a hobbyist in this niche themselves.
Who it doesn't suit: anyone who doesn't want to make content and would rather just buy ads or wait for organic store traffic (almost all of its traffic comes from video); anyone who wants to build a "more accurate ID" tool to compete with iNaturalist or Google Lens; anyone expecting to make real money from subscriptions within six months, since its revenue isn't visible yet.
How to do it:
- Categories to try: bird watching, insects, mushrooms, rocks and minerals, shells, wildflowers, tide pools. All of these are hobbies built on "you run into something outdoors → want to know what it is → want to collect them all." Pick one you play yourself.
- Languages: besides the English main account, it only has one Japanese account, and I didn't see others (I didn't check systematically). Fishing is a mainstream hobby in Brazil, Mexico, and Southeast Asia, and the app charts higher in the Philippines, Malaysia, and Mexico than in the US.
- On product: make the home screen your collection (aquarium, specimen cabinet, bird aviary), and give each catch a bit of ceremony. Let users fix a wrong ID with one tap, so one misidentification doesn't ruin the collecting. For pricing, follow its model: basic features free, full encyclopedia and tips paid, and definitely offer a lifetime one-time purchase tier.
How to get users: do what it does. Start the account two to three weeks before launch and post one video a day about the thing beginners most want to know in this hobby, ideally something counterintuitive ("why you can't catch fish", "don't touch this"). The opening line has to stop people scrolling. Put the download link in the bio and a pinned comment, and don't mention the app in the videos. Also post 10-minute long-form compilations on YouTube to build up searchable long-tail traffic. When a video passes 1M, make three more videos on that topic from different angles. It went from account launch to its first 5M in just 5 days, but don't treat that as typical; usually you need dozens of videos to get one hit (estimate).
Timing: it's not widely known yet. No press, no one posting revenue, and no copycats. Switching categories carries almost no window pressure. If you go after fishing in another language, you should move before it builds language accounts beyond Japanese; within six months is reasonably safe.
What would mean you read it wrong:
- Catcharium's Play weekly installs fell back to a few hundred by late November, and its TikTok hasn't had a single video pass 500K for a month. That suggests this playbook only worked for a few hits and can't sustain itself;
- As of early 2027, it still hasn't charted in any country's sports grossing list. That suggests beginner anglers will install but won't pay, and the collecting mechanic drives retention, not conversion;
- If you've posted for a month and 30 videos without one hitting 100K views, it means your category doesn't respond to science short videos or your topics aren't counterintuitive enough. Change the topics and try again rather than pushing on.
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Data and sources: Google Play store page and charts (10-29 to 11-06); App Store US page, charts, and reviews (10-04 to 11-06); TikTok @catcharium videos, captions, and comments (checked 11-06); YouTube @catcharium channel page, Instagram @catcharium.app (11-06). Daily Play installs are AppstoreSpy estimates. Anywhere marked "estimate", "inferred", or "unverified" is inference or estimation.
Research notes: competitor table, acquisition evidence, full research report
- Competitors
Name Where Launched Scale How it differs from this one Fishbrain iOS 2012(Play 2013) Play 10.8M installs, +10k weekly; US App Store 76.6k ratings, best rank on Top Grossing in Sports: 8 All-in-one fishing tool with spot maps, social, and subscriptions. Fish ID is just one feature; there's no collection mechanic. Fish AI - AI Fishing App(Liftoff Labs) iOS 2025-01(Play 2025-07) Play 296k installs, +2,430 weekly; US App Store 27k ratings AI fishing assistant (spots, weather, fish ID). Tool-first, with no content IP or collection. FishVerify Android 2017–2018 Play 164k installs; iOS 2,241 ratings Fish ID plus local regulations. Pure utility. Fuler (AI Fish Log & Ruler) Android 2026-01 Play 39k installs, +1,123 weekly, charted only in Malaysia AI fish measurement plus logging. No collection and no content channel. VISDEX: Fishing Logbook Android Unknown Play 12.4k, +7,601 weekly, #4 on the free Sports chart in the Netherlands Local Dutch fishing log, single country FishAngler / Fishidy / ANGLR iOS 2012–2016 FishAngler Play 1.97M Older map- and log-style product iNaturalist / Seek, Google Lens Big-company features Already around Big Free general identification, which Reddit considers the most accurate. No catch log and no collection. - Where users come from
- Verified Owned TikTok content account: @catcharium with 57,138 followers, 32 videos, roughly 13.4M total views. Since 9-29 they've posted fishing tip videos almost daily (one at 10-04, 5.2M views; another at 10-30, 2.44M). Bio says "Tap App to download". After the 10-30 viral hit, daily Play installs rose from about 677 to about 1,117 (TikHub; app_day_ext).
- Verified Owned YouTube long-form: @catcharium with 23.8k subscribers, "How to Find Fish in Freshwater" at 168k views, channel links to catcharium.app/download. iOS review: "I first found it from the YouTube channel". Play review: "love the youtube content".
- Verified Instagram: @catcharium.app with 74k followers and 29 posts. Bio reads "build your Fish Dex" (search snippet).
- Inference Store search / localization + small-country category charts: titles use "Fish ID & Log" in 10 languages. Category chart placement clusters in ph/my/ar/mx (chart_rank).
- Inference Paid ads: not in the googleads or metaads lists; TikTok videos carry no ad label.
- Verified Reddit word of mouth: r/FishingForBeginners thread "Catcharium is underrated" (body removed by 403).
Why Catcharium: Fish ID & Log (ai.fria.fishcatcher) made it onto the list
Channel: Google Play (iOS version also available). Research date 2026-11-06. Data sources: googleplay / appstore / googleads / metaads databases (agent-im server), TikHub (TikTok), x-radar, Jina search and page text, iTunes lookup / RSS.
One line
A fishing app that combines "photo fish ID + catch log + collecting caught fish into your own animated aquarium." It didn't grow through paid acquisition. It was content account first, app second: starting 2026-09-29, they ran fishing-tip videos on TikTok / YouTube / Instagram to grow accounts. By week 5 they had 57k TikTok followers and about 13.4M views, 24k YouTube subscribers, and 74k Instagram followers. Every bio says "Identify fish. Log catches. Build your aquarium. Tap App to download". The install curve followed the viral videos.
Key facts
| items | Numbers | Source |
|---|---|---|
| Play cumulative installs | 12,999 (10-28 is 7,024), 7 daily +5,975 | googleplay app_day,11-06 |
| Play daily installs (AppstoreSpy estimate) | 10-27 about 26/day → 10-29~31 about 677/day → 11-01 about 1,117/day → 11-05 about 822/day | googleplay app_day_ext |
| Play rating | 4.7,182 reviews (10-29 is 107), 145 five-star reviews | app_snap |
| Listed on Play | 2026-10-14; v1.0.3 as of 11-04 | app table |
| Charts | Only on the free SPORTS category chart: best in ph 36, my 48, ar 48, mx 61, au 83, us 95, ca 104, plus es/fr/id/za. Expanded to 9–10 stores from 11-01; us climbed from 162 to 95. | chart_rank 10-29~11-06 |
| In-app purchases | $9.99–$69.99 per item; iOS reviews mention a "one-time purchase" option, plus annual/monthly subscriptions | app_snap; iOS review 2026-10-25 |
| iOS | Developer Fria LLC, listed in 2026-09-21 (3 weeks ahead of Play), v1.0.7. US rating 148 (11-01 is 96,7 days +52). Best free Sports rank in the US store 176. Top Grossing Sports in bg 17, top grossing in ae 170 (low bar in small countries). | appstore library; iTunes lookup |
| Developer | Play: Llama AI LTD (registered address on Shelton Street, London; contact emails [email protected] / [email protected]). iOS: Fria LLC, same account also runs small utilities such as Nuci (AI calorie tracker), Dozzi (sleep), Stepify, ChartLens AI, and Focavio, all with ratings close to 0. | Play listing page; App Store page (Jina search) |
The "about three weeks after launch" from the data card is for Play. iOS actually launched 9-21 earlier, so the whole product took about 7 weeks.
Competitors
| Product | Platform | Launched | Scale | How Catcharium differs |
|---|---|---|---|---|
| Fishbrain | iOS/Android | 2012–2013 | Play 10.8M installs, +10k weekly; US App Store 76.6k ratings, best rank on Top Grossing in Sports: 8 (googleplay/appstore databases) | Fishing spot maps + social feed + subscriptions. Fish ID is just one feature. Users complain it "sucks" (r/FishingForBeginners). No collection or gamification. |
| Fish AI - AI Fishing App(Liftoff Labs) | iOS/Android | iOS 2025-01,Play 2025-07 | Play 296k installs, +2,430 weekly; US App Store 27k ratings | Leads with an AI fishing assistant (spots, weather, fish ID). Tool-first. Catcharium leads with collection and the aquarium. |
| FishVerify | iOS/Android | 2017–2018 | Play 164k installs; iOS 2,241 ratings | Fish ID plus local regulations. Pure utility. |
| FishAngler / Fishidy / ANGLR / Angler | iOS/Android | 2012–2021 | FishAngler Play 1.97M | Older map and log products |
| Fuler(AI Fish Log & Ruler) | Android | 2026-01 | Play 39k, +1,123 weekly, my chart only | AI fish measurement plus logging. The closest new "ID + log" product, but no collection mechanic. |
| VISDEX: Fishing Logbook | Android | Unknown | Play 12.4k, +7,601 weekly, #4 on the free Sports chart in nl | Local Dutch fishing log. Growth is similar, but it's only in the Netherlands. |
| Picture Fish / Fish Identifier-style wrappers | iOS/Android | 2023–2025 | Not charted / not verified | Recognizer template app, pure paywall tool |
| iNaturalist / Seek, Google Lens | Open-source community projects / big-company features | Already around | Big | Free identification, recommended on Reddit as the most accurate. No catch log and no collection. |
| Catcharium(Steam,bindev) | PC game | Not released | — | Fishing collection game with the same name, different developer; whether it's the same team is unverified. |
Conclusion: fish ID and catch logs aren't new, and lots of people do them. But this Pokémon-style collection (photo a real fish → it goes into your own animated aquarium + dex of 485 entries + badges + share cards) hasn't shown up in the databases or search results as a similar product.
Growth tactics (evidence)
- Owned content account matrix (main channel, confirmed)
- TikTok @catcharium: 57,138 followers, 907k likes, 32 videos (TikHub 11-06). The first video went up on 2026-09-29, and it's posted almost daily, 1–2.5 minutes each, doing fishing explainers ("Stop casting into the middle of the pond", "what each of the 20 hook types does", "why snakehead can't be released"). Views: one at 10-04 is 5.2M, another at 10-10 is 1.09M, another at 10-30 is 2.44M, roughly 13.4M total. Account region US, no ad label, no AI-generated tag. There's also a Japanese account, @catcharium_jp.
- YouTube @catcharium: 23.8k subscribers, 38 videos. Long-form "How to Find Fish in Freshwater" has 168k views, "Saltwater" 125k, "Every Fishing Lure Explained" 117k. Channel link: catcharium.app/download.
- Instagram @catcharium.app: 74k followers, 29 posts (from a Jina search snippet). Bio: "Identify fish. Catch them all… build your Fish Dex".
- Users said outright they came from the videos: Play review "I also love the youtube content keep it up" (10-16); iOS review "I first found it from the YouTube channel" (10-25); a Reddit r/FishingForBeginners post, "Catcharium is underrated", is about this video series.
- The timing lines up: after the 10-30 video at 2.44M views went up, Play daily installs rose from about 677 to about 11-01 (app_day_ext), and US category chart rank went from #1,117 to #10-31 (160 → 11-02 #124). The 10-04 video at 5.2M hit the same week iOS reviews started pouring in (iOS reviews dense from 10-04 on).
- Store search / ASO (inferred): the title uses two high-frequency terms, "Fish ID & Log", localized into 10 languages (including Chinese, Japanese, Korean). The iOS Spanish-market title was changed to "peces y capturas". Charting is concentrated in the Philippines, Malaysia, Argentina, and Mexico, where category charts have low thresholds.
- Paid ads: none found. Neither the googleads nor metaads lists show Catcharium / Fria / catcharium.app; the TikTok videos carry no ad label. Ads outside those lists can't be ruled out, so this is written as "unconfirmed".
- Media / X: x-radar over 90 days, searching "catcharium", "catcharium.app", and "fria.ai", found 0 posts each. No media coverage, only auto-generated listing pages like CNET Download and AppBrain.
Why it took off
- Content first, cold start with no spend: the account started posting one to three weeks before the app launched, covering "why you aren't catching anything", what beginners actually want to know, rather than pitching the app. The length and quality of the videos read like a science channel, which is why the recommendation algorithm amplified them (single video up to 5.2M). The bio and link route viewers to the app.
- The product and the content target the same people: the videos reach beginner anglers and younger viewers, and the app is for them too, turning fishing into "collecting a dex". Play review: "it appeals to a younger audience… makes it into almost like a game"; iOS review: "Now that I got the app I want to target all kinds of fish".
- The retention hook is collecting, not utility: every catch goes into the aquarium, lights up the dex, and earns badges. Anglers already want to "check off" new species. Rating 4.7, and it's climbing with each version (v1.0.2 was 4.59, v1.0.3 is 4.675).
- Monetization: free to identify and log; Pro unlocks advanced identification, the full dex, search, and fishing tips; a one-time purchase is offered. Early on the free tier allowed only 3 logs (iOS 1-star reviews 10-04), later loosened. Revenue is small. On iOS it has only charted in Sports Top Grossing in small markets like Bulgaria.
- The team is an app factory: Fria has a string of AI utilities (calories, sleep, step counting, charts), most of which never took off. This time it won by pairing a "content account + niche collecting mechanic". The team iterates fast (iOS 7 versions in 7 weeks, adding manual species selection, micro fish, and weight logging based on reviews).
Differentiation
- Compared with Fishbrain / Fish AI / FishVerify: those are tools (maps, forecasts, regulations, identification). This is a "real-world fish collecting game", with the aquarium as the home screen.
- Compared with identifier wrappers: it has a content IP. The same brand runs a science channel, and users trust the channel before downloading the app.
- Is that the reason it took off? Partly. The content account is what brings the traffic; the collecting mechanic makes video viewers willing to install, stay, and leave good reviews. Identification accuracy is actually the weak point (several iOS reviews complain about misidentification).
Visibility and copycats
- Few people know about it yet: 0 posts on X, no media coverage, no public revenue. Only one small Reddit thread and a few user reviews mention it.
- Copycats: none seen yet. Among the fishing apps listed after 2026-06 (appstore / googleplay library), none combine "species ID + aquarium collecting".
What to borrow
- Cold start for a niche interest app: use a same-name brand to make genuinely useful short science videos (1–2 minutes, one point each), put the download link in the bio, and start posting before the app launches.
- Wrap a utility app in a "collecting + showcase" shell (dex, badges, share cards) so one-off identification becomes long-term check-ins. Birdwatching, insects, plants, mushrooms, rocks, and fishing are all "identify + collect" categories this can be applied to.
- Go after low-threshold small-market category charts first, then expand storefronts.
Still unclear
- What is the relationship between Llama AI LTD (Play), Fria LLC (iOS), and chatchat.ai, and where is the team based? (The Play update timestamp shows +08:00, which may just be the crawl timezone.) Not verified.
- Whether there is any paid ads or influencer deals outside the lists: unconfirmed.
- In-app purchase conversion and revenue: unknown; almost never seen on the grossing charts.
- How the videos are made (animation / live footage / AI-assisted): no AI label on TikTok, and the actual footage wasn't reviewed.
- Whether the Steam game of the same name (bindev) is the same team.
- The Reddit post body was 403; only the summary was seen.