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Zillow recommendation engine lacks personalization and control

🏠 homeproduct problem12 reports ●●●●● severity 3/5

A long-term Zillow user reports that the app frequently recommends properties they have already saved, lacks a mechanism to provide feedback on recommendations to improve accuracy, and forces an AI feature on users without an option to disable it.

Who's affected: A long-term Zillow app user.

What people do today

🔧 Fix this

Ideas a builder, maker or community group could start on:

  1. A 'Not Interested' or 'Already Seen' button on property cards that immediately hides the listing and updates the recommendation algorithm.
  2. A user settings toggle to disable AI-driven search features and revert to standard filter-based sorting.
  3. A feedback loop interface where users can select reasons for rejecting a property (e.g., 'too expensive', 'wrong location') to refine future suggestions.
  4. A browser extension or app setting that allows users to toggle off AI chatbot UI elements
  5. A feedback loop mechanism that allows users to report specific failed AI interactions to improve training data
I want to build this

Real voices

“I’m frequently recommended properties that I already have saved, there’s no way to provide feedback on the recommendations to further personalize them, and rather than making actual improvements they’ve now just added an AI function with no easy option for disabling it.”

Source: App Store review: zillow

“It adds buttons everywhere and when you click it gives you no information because it doesn’t understand what you are asking about.”

Source: App Store review: zillow

“I do not not want a house with an HOA so Zillow please stop recommending them!”

Source: App Store review: zillow

“This platform consistently misplaces where properties are actually located( is map). The app gives zero path to tryin to remediate that”

Source: App Store review: zillow

“whenever I try to uninstall and just use the website it keeps telling me to install the app”

Source: App Store review: zillow

“I was really hoping they’d add natural language search but it seems they went with OpenAI, which is the worst”

Source: App Store review: zillow

“AI features can not be disabled”

Source: App Store review: zillow

“every other day it signs you out because security? A complete nightmare having to login agin and again.”

Source: App Store review: zillow

“The AI tool is too prominent and in the way. Please add a setting to remove it from the app.”

Source: App Store review: zillow

“the sorting function has been broken for years”

Source: App Store review: zillow

“The new AI button is not in a good spot for user experience atleast give us the option to move it and remove it”

Source: App Store review: zillow

“Nobody asked for AI AI Zillow is a downgrade”

Source: App Store review: zillow

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