Every comparison page about Janitor AI opens the same way: it has no filter, so people love it, so here are twelve apps that also have no filter. We assumed that too. Then we did what we do before writing anything about search — asked the search box instead of guessing.
Google's autocomplete is derived from real query volume: a phrase it offers is a phrase people type. We walked «janitor ai» through the alphabet and back in ten languages and got 5,480 phrases; 1,837 of the English ones actually carry the brand once you strip the zombie-game and airport-cleaning noise. Then we sorted them by what they are about. The result is not what the comparison pages say.
What the neighbourhood is actually made of
Grouped by intent, in English, largest first:
- Setting it up — API keys, «free proxy models», the site's own model and its prompt settings, «quota exceeded»: 379 phrases. The biggest group by a wide margin.
- It is broken right now — «not working», «not working today», «not loading chats», «not loading messages», «login not working», «not working on mobile»: 261 phrases.
- The app — «beta app download», «app not working», «apk», «app release»: 232 phrases, for a product that is a website.
- Free — «is janitor ai free», «free api key», «free llm»: 203 phrases.
- Login, verification, image rules: 150 phrases.
- Characters — «vs character ai», «export character», «bot creation guide», «not loading characters»: 117 phrases.
- Pictures — «image generator», «not loading images», «picture generator»: 72 phrases.
- Alternatives — «alternatives 2026», «alternative website», «alternative without api», «alternative with image generation»: 62 phrases.
- Memory: 13 phrases. «No filter», «no restrictions»: 4.
Four. Out of 1,837. The reason people are on Janitor is that it has no filter; it is not the reason they leave, and it is not what they type when they look for somewhere else to go. The same shape holds in Spanish, Portuguese, French, German, Turkish, Indonesian and Japanese: setup first, outages second, alternatives third, «sin filtro» and «ohne filter» barely present.
The API key problem
Janitor AI is a front end. To talk to a good model you bring your own key, or you find a «free proxy», or you tune the site's own model with prompt templates that people trade like recipes — «jllm prompt», «jllm settings», «jllm advanced prompt» are all in the top of the list. When the free route runs dry you get «quota exceeded», and «quota error» is one of the single most-typed phrases in the whole neighbourhood.
This is a hobby, and a lot of people enjoy it. But the size of the cluster says that a lot of people do not: they searched for the fix because the thing they wanted was the conversation, not the plumbing. An alternative that still needs a key has not solved their problem; it has moved it.
The outage problem, and the app that is not an app
«Janitor ai not working today» is a phrase with its own daily traffic. So are «not loading chats», «not loading messages» and «login not working». A service that people love and that goes down often produces exactly this shape — a loyal audience that keeps checking whether it is back.
The second-largest cluster is people looking for an app that does not exist as they imagine it: «beta app download», «apk», «app not working on mobile». The site runs in a browser tab, on a phone that would rather have an icon. Every one of those searches is someone asking to be somewhere they already are — inside an app they open every day.
Pictures, memory, and the two things people rarely ask for
Pictures are a real ask — 72 phrases, mostly «image generator» and «not loading images». Memory is a small one here: 13 phrases, «with better memory», «chat memory not working». Not because people do not care, but because the neighbourhood of a brand is about that brand's problems, and Janitor's problems are keys and uptime.
We say this against our own interest: our favourite thing about our product is the memory you can open and edit, and the data says almost nobody arrives here looking for it. They arrive because something else broke. Memory is what makes them stay.
What an alternative has to fix, honestly
Take the list above as the requirement, in order. An alternative worth the switch needs no key and no proxy, has to be up, has to live where the phone already is, has to start free, has to let you bring your characters, and should send pictures. Here is where Talaforge lands on each, including the two places it does not win.
- No key, no proxy, no quota to babysit. The models are ours to run: a standard one, GLM, Claude Opus, Google Gemma and DeepSeek, switchable mid-chat. The knobs exist — sampling presets, even a JSON import if you have a favourite — but they are hidden until you go looking.
- It is a Telegram bot. There is no app to download because Telegram is the app; there is no «not loading on mobile» because it loads wherever Telegram does. That is the whole answer to the second-largest cluster.
- It starts free, upgrades are Telegram Stars from inside the chat. No card, no subscription page.
- Bring your characters. «Janitor ai export character» is a real query; a description pasted into one message is enough to make them here, and the memory page is where you write back what they knew about you.
- Pictures with a locked face: when a character sends a photo, the person in scene twelve is the person from scene one.
- Memory you can read and edit, per character and per storyline — the thing nobody searches for and everyone notices.
Where it does not win: there is no marketplace of thousands of community cards to browse, and our public surfaces are all-ages. Characters flirt and tease by default; adult roleplay exists but sits behind an age confirmation inside the bot, with limits that do not move. If «no filter» is the whole point for you, we are not the place, and we would rather say so than have you find out.
If you are coming from Janitor
The honest first test takes ten minutes and no key. Open @talaforge_bot, describe a character in one sentence, talk, close the chat, and come back tomorrow. If they remember, you have found the thing you were not searching for. If your afternoon was the proxy hunt itself — the settings, the templates, the free model of the week — you will miss it here, and that is fine too. We built the version where the plumbing is not the hobby.