App stores rate companion apps mostly on self-declared answers
Apple and Google's current guidelines require chatbot safety features but let developers self-certify age ratings.
- Site publication
- September 18, 2026
What happened
As retrieved on 16 September 2026, Apple's App Store Review Guidelines and Google's Play Console content-rating help page set out two different systems for how companion and chatbot apps get their age labels. Neither document mentions companion apps by name; both describe general rules that apply to any app offering chat-based or user-generated content. This is a living-document comparison, not a record of a single dated event.
What the documents show
Apple's guideline 4.7.1 requires apps that embed chatbots or similar non-binary software to include a filtering mechanism for objectionable material, a way to report content, and the ability to block abusive users, and guideline 1.2 separately requires published contact information and timely responses to complaints for any app with user-generated content. Apple's age-rating guideline, 2.3.6, places the burden on the developer to 'answer the age rating questions in App Store Connect honestly.' Google's help page describes a different process: developers complete an International Age Rating Coalition questionnaire, and independent bodies such as ESRB, PEGI or GRAC calculate a rating from the answers given, each using its own methodology; misrepresenting the questionnaire, the page states, 'may result in its removal or suspension.'
The mechanism
Both systems rest on the same underlying mechanism: self-certification. Apple's chatbot-specific rules require certain safety features to exist, but do not describe an independent test of whether a companion character actually stays within a stated age rating during a real conversation; Google's IARC questionnaire computes a rating purely from a developer's own answers, with no mention in the retrieved page of chatbot behaviour, romantic role-play or AI-generated content as a distinct category at all. In both cases, the platform verifies that required disclosures and mechanisms exist, not that a chatbot's actual output matches its declared rating.
What it leaves open
Neither document specifies a distinct review process for generative AI or companion personas as opposed to static app content, meaning an app's effective age-appropriateness depends heavily on how accurately, and how conservatively, its developer answered the relevant questions. Editorially, this is the same self-declaration gap outside evidence from Common Sense Media's testing has separately described as bypassable; these store policies do not resolve that gap on their own terms.
- Does an app's store rating reflect an independent test of its chatbot's output, or only a developer's declared answers?
- Does the store guideline require ongoing monitoring after launch, or only a one-time filing?
- If a chatbot can be steered into content beyond its stated rating, does that count as a policy violation under either store's stated rules?
Read side by side, the two frameworks show two large platforms placing the substantive judgment about a companion app's suitability for minors on the developer's own disclosure, with the platform acting mainly to check that a disclosure was made at all.
Sources & reading trail
Guidelines 4.7.1, 1.2 and 2.3.6 on chatbot safety features, user-generated content and age-rating honesty.
Source published: Not established · Retrieved: 16 September 2026
Google Play's IARC questionnaire process, the independent rating bodies involved, and misrepresentation consequences.
Source published: Not established · Retrieved: 16 September 2026
Company documents, filings, studies and official records establish the record; the reading and the questions are Lovebot Journal editorial analysis. This retrospective draft does not imply the site published on the event date.
Continue reading
- Age assurance guidance separates declaring from proving
- Companion content filters are a policy choice, not a limit
- Wellbeing studies on chatbots differ in size and funding
- Browse the complete the archive
Sources & reading trail
- App Store Review Guidelines
Retrieved: September 16, 2026 - Content rating requirements for apps, games, and the ads served on both
Retrieved: September 16, 2026
The documents above establish the record. The reading and the questions are this publication’s editorial analysis, written after the fact.
Published September 18, 2026, not on the date of the event described.