How Child-Centric Keywords Can Trigger Automated AI Rejections on Local Health Facilities #Sharing

Hi everyone, I wanted to share a quick case study from my recent experience nominating a "Posyandu," which is a vital community-based health post widely used in Indonesia for public wellness and local vaccinations. This location is an incredibly valid community hub with clear active engagement that is fully visible on Google Street View, including a past public vaccination event. However, my initial submission was hit with an instant rejection by the automated system before it could even reach the community voting stage.

In that first attempt, I described its primary daily function as a facility used by mothers and young children for routine immunizations and health checks. I strongly suspect that the automated system flagged specific keywords like “children” or “immunization,” mistakenly misinterpreting the civic facility as a restricted K-12 school or daycare area. To test this hypothesis, I resubmitted the exact same location but completely reframed the language, removing any child-centric vocabulary and describing it strictly as a local public health facility and neighborhood wellness assembly point. The adjustment worked perfectly, allowing the nomination to safely bypass the automated filter and successfully advance into the community review phase.

Based on this experience, I highly recommend that fellow Wayfinders focus their descriptions entirely on broader civic utility and general public wellness when nominating local health hubs, avoiding words that might accidentally trigger the system bot. I would love to hear if anyone else in the global network has encountered similar instant automated rejections due to well-intentioned keywords.

Well we dont know how AI work so we can only guess. But rule of thumb is, if you really believe your nomination fit wayfarer criteria, you can either resubmit with better detail or appeal.

If you are unsure, you can ask people 1st to see their point of view so you know what appeal team might see before you resubmit or appeal

Exactly! We can only speculate about the inner workings of the AI, but testing the theory actually paid off.

My second submission got accepted this time, and I assume it’s because I completely removed the words “child,” “mother,” and other similar terms. It really shows that the automated filter can be overly sensitive to certain keywords, even when the nomination perfectly fits the criteria.

Klo posyandu si , mnrt g blm pasti ditrm. Gua si skip aja klo liat itu.

Criterianya apa? Exercise bukan. Explorasi ga juga. Paling social

Soalnya orng dtg buat imunisasi lalu pulang. Ga nangkring juga. Beda ama cafe yg orang bs nongkrong berjam2. Kalau kaya balai desa gt mungkin lbh masuk soalnya kdg jd markas karang taruna atau sejenisnya.

This does not sound like something that would meet criteria. Criteria is a great place for exercise, exploration, or being social.

Are you saying that you misrepresented the purpose of the place in a resubmit?

These should normally not be accepted as they are simply places to go to receive services.

Trying to frame a nomination as something it isn’t in order to get around the “automated process” rejection is not advisable.

I understand your concern, but there is a misunderstanding regarding the local context. I actually live in the exact same neighborhood RT (the smallest local administrative unit here) as this wayspot, so I see its daily activities firsthand. I did not misrepresent its purpose at all; rather, I corrected the description to reflect its broader, actual civic functions.

Where I live, public spaces are highly versatile due to limited infrastructure. This is not a strict, commercial medical clinic like a hospital. It is a vital neighborhood hub that has been around since before I was born.

In our community, this building serves multiple criteria daily:

  • Exercise: Every single morning, local residents gather here for group aerobics/gymnastics (senam).

  • Socialize & Explore: In the afternoon, it naturally becomes a safe gathering point and a playground for neighborhood kids. On special occasions, it serves as the official venue for community meetings, alongside its scheduled public health days.

It is a bit ironic, but in smaller local areas, we don’t have separate, dedicated buildings for every single purpose. This structure is the ultimate community hub where people rest, chat, and exercise.

On a fun note, this place is literally my childhood playground! I’ve been playing here with my neighborhood friends since we were little kids. Fast forward to today, now that we’ve grown up, it has officially evolved into our ultimate community basecamp where we still gather to grind and play Pokémon GO together! :joy:

gw taroh as community center, karena disini tempat kumpul cuma ada mushola sama kantor RW, agak ironi sih emang tpi belakangan ini ada 4-6 player pogo yang mulai aktif main pogo di perumahan jadi kami sepakat untuk jadin 3 area yaitu mushola kantor rw sama posyandu ini sbg wayspot