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A user has replaced Yelp with Meta's Muse for restaurant recommendations, citing Muse's superior ability to remember personal preferences and context.

What happened

Post: "Prove me wrong: Meta's Muse is going to kill a lot of agentic apps and/or startups"

Source

RedditSep 15, 2026By u/biscuitsbox

r/AgentsOfAI

Prove me wrong: Meta's Muse is going to kill a lot of agentic apps and/or startups

upvotes
22
comments
106

Post

Disclaimer: This is NOT an in anyway promotion of Meta product, only for genuine discussion What motivate me to post is this is because I have been brainstorming some agentic/harness side projects or start up ideas for a couple of months but after Muse I don't see why Muse is not a much better plus free alternative that can do exactly the same and I am honestly kind of frustrated so really want to see if people can share possible insights. Context: I am never a fun of Meta product (AI or not) but I have to admit I have been so mind-blown by Muse by just using a couple of days. Personally over the past year I have been using all flavors of big-tech companies LLM models powered agent but recently I have been using and almost exclusively just using Muse. I am surprised the industries despite so far have shown some "delight surprise" over Meta/Muse ("Meta did a really good job this time") yet haven't shown being any threatened by it but I think a lot of companies should be - Before using CalAI or some other agentic app to track my daily calories or health in general: now I just use Muse and its assessment of calories by just I taking a photo and uploading to it seems pretty accurate so far (CalAI can do the same but why not use another app plus Muse is free). - Before if I use Booking/Expedia etc to book travel, now Muse almost take all my appointments/meeting/event...

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Extracted from these lines

  • Muse now become my default place-to-go for search or just e.g. restaurant recommendations instead of using Google/Google gemini (not mentioning any other "less mainstream app/web like Yelp). Muse is even better at memorizing my past context and my personal preferences.

    From the post

Comments on the post

5 of 106 comments
  • “You'd have to be incredibly naive to let a meta AI do something like this for you :)”

    u/Cosminacho38 points · Sep 15, 2026View

  • “Nice try, Meta”

    u/14domino18 points · Sep 15, 2026View

  • “I agree completely. I had zero expectations from Muse and I used Openclaw and Hermes Agent in the past so I didn't have high hopes for Muse. However I've been absolutely blown away to the point where I'm now modding a Muse subreddit r/MuseAgent . I didn't have that on my bingo card. I don't think a lot of casual users know how powerful Muse is yet”

    u/6353JuanTaboApp66 points · Sep 15, 2026View

  • “What's the difference between Muse and Google's Spark?”

    u/jnwatson3 points · Sep 15, 2026View

  • “Here’s your proof. I asked it for the simplest searches from my msgs to get me info. Almost every single prompt is gated by “I can’t do that” or “I can’t verify that”. It’s as useless as the old @meta feature in chats. Lmao this post acts as if they just discovered the best feature ever yet in practicality it’s absolutely useless”

    u/BanjoSpaceMan3 points · Sep 19, 2026View

Extracted by Autobound

From the Signal API record
Signal
Customer feedback

What this signalsUser posts often show product pain before it reaches reviews or churn.

Subreddit
r/AgentsOfAI
Stage
Switched

Companies

  • MetaAlso named

The full record

From the Signal API record

Numbers

Mentions
2

Details

Timing
Completed
Category
Features
Virality
High
Post kind
Text
Prominence
Core
Company's role
Vendor

Topics and mentions

Topics

  • local search
  • recommendations
  • competition
  • ai

Flair

  • Discussion

Extraction

Sentiment
Negative
Detected
Sep 15, 2026
signal_type
reddit-company
signal_subtype
customerFeedback

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The API returns more than this page shows

This page shows a preview. The full reddit-company record in the Signal API and MCP can also have these 8 fields. Some fields are empty for some signals.

Company

  • linkedin_urlValue in the API
  • industriesValue in the API
  • employee_count_lowValue in the API
  • employee_count_highValue in the API
  • revenueValue in the API
  • descriptionValue in the API

Signal

  • signal_nameValue in the API
  • associationValue in the API
Show the full JSONThe record on this page and the API request

GET /v1/signals/c6e2df6c-4e9b-5468-a943-54fa411e9887 returns this record as JSON. POST /v1/companies/enrich returns every signal for yelp.com.

{
  "signal_id": "c6e2df6c-4e9b-5468-a943-54fa411e9887",
  "signal_type": "reddit-company",
  "signal_subtype": "customerFeedback",
  "detected_at": "2026-09-15T18:56:16+00:00",
  "company": {
    "name": "Yelp",
    "domain": "yelp.com"
  },
  "data": {
    "nsfw": false,
    "stage": "switched",
    "awards": 0,
    "timing": "completed",
    "topics": [
      "ai",
      "local search",
      "recommendations",
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    ],
    "post_id": "1wh9crw",
    "summary": "A user has replaced Yelp with Meta's Muse for restaurant recommendations, citing Muse's superior ability to remember personal preferences and context.",
    "category": "features",
    "comments": [
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa0majc/",
        "depth": 0,
        "score": 38,
        "author": "Cosminacho",
        "excerpt": "You'd have to be incredibly naive to let a meta AI do something like this for you :)",
        "posted_at": "2026-09-15T19:12:37.000Z",
        "author_url": "https://www.reddit.com/user/Cosminacho/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa0seku/",
        "depth": 0,
        "score": 18,
        "author": "14domino",
        "excerpt": "Nice try, Meta",
        "posted_at": "2026-09-15T19:38:31.000Z",
        "author_url": "https://www.reddit.com/user/14domino/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa0jwqq/",
        "depth": 0,
        "score": 6,
        "author": "6353JuanTaboApp6",
        "excerpt": "I agree completely. I had zero expectations from Muse and I used Openclaw and Hermes Agent in the past so I didn't have high hopes for Muse. However I've been absolutely blown away to the point where I'm now modding a Muse subreddit r/MuseAgent . I didn't have that on my bingo card.\n\n I don't think a lot of casual users know how powerful Muse is yet",
        "posted_at": "2026-09-15T19:02:32.000Z",
        "author_url": "https://www.reddit.com/user/6353JuanTaboApp6/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa0o1lx/",
        "depth": 0,
        "score": 3,
        "author": "jnwatson",
        "excerpt": "What's the difference between Muse and Google's Spark?",
        "posted_at": "2026-09-15T19:20:01.000Z",
        "author_url": "https://www.reddit.com/user/jnwatson/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/parth94/",
        "depth": 0,
        "score": 3,
        "author": "BanjoSpaceMan",
        "excerpt": "Here’s your proof.\n\n I asked it for the simplest searches from my msgs to get me info. Almost every single prompt is gated by “I can’t do that” or “I can’t verify that”. It’s as useless as the old @meta feature in chats.\n\n Lmao this post acts as if they just discovered the best feature ever yet in practicality it’s absolutely useless",
        "posted_at": "2026-09-19T14:23:04.000Z",
        "author_url": "https://www.reddit.com/user/BanjoSpaceMan/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa0rbsq/",
        "depth": 0,
        "score": 2,
        "author": "crushcodes",
        "excerpt": "This reads like slop",
        "posted_at": "2026-09-15T19:33:56.000Z",
        "author_url": "https://www.reddit.com/user/crushcodes/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa0zor1/",
        "depth": 0,
        "score": 2,
        "author": "crone66",
        "excerpt": "Lol muse is still far behind the Gemini, chatgpt and Claude no benchmaxxing is changing that. Why should I prefer a lot weaker model? If a weaker model is okay I would probably go for self hosted open weight LLM. Sure muse is free... But obviously that's only matter of probably a very short time.",
        "posted_at": "2026-09-15T20:09:12.000Z",
        "author_url": "https://www.reddit.com/user/crone66/"
      },
      {
        "url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/comment/pa2dwak/",
        "depth": 0,
        "score": 2,
        "author": "Ok_Appearance_7559",
        "excerpt": "I think this kills thin agent wrappers more than agent startups. If your whole product is “general AI, but for X,” yeah, you’re in trouble. But a general agent being capable of doing a workflow isn’t the same as a product being built to do that workflow reliably at scale. The moat probably moves away from the agent itself and toward domain-specific workflows, integrations, data, guardrails, and ex",
        "posted_at": "2026-09-16T00:10:11.000Z",
        "author_url": "https://www.reddit.com/user/Ok_Appearance_7559/"
      }
    ],
    "evidence": [
      "[post] Muse now become my default place-to-go for search or just e.g. restaurant recommendations instead of using Google/Google gemini (not mentioning any other \"less mainstream app/web like Yelp). Muse is even better at memorizing my past context and my personal preferences."
    ],
    "virality": "high",
    "post_date": "2026-09-15T18:56:16.000Z",
    "post_kind": "text",
    "post_text": "Disclaimer: This is NOT an in anyway promotion of Meta product, only for genuine discussion\n\nWhat motivate me to post is this is because I have been brainstorming some agentic/harness side projects or start up ideas for a couple of months but after Muse I don't see why Muse is not a much better plus free alternative that can do exactly the same and I am honestly kind of frustrated so really want to see if people can share possible insights.\n\nContext: I am never a fun of Meta product (AI or not) but I have to admit I have been so mind-blown by Muse by just using a couple of days. Personally over the past year I have been using all flavors of big-tech companies LLM models powered agent but recently I have been using and almost exclusively just using Muse. I am surprised the industries despite so far have shown some \"delight surprise\" over Meta/Muse (\"Meta did a really good job this time\") yet haven't shown being any threatened by it but I think a lot of companies should be\n\n- Before using CalAI or some other agentic app to track my daily calories or health in general: now I just use Muse and its assessment of calories by just I taking a photo and uploading to it seems pretty accurate so far (CalAI can do the same but why not use another app plus Muse is free).\n\n- Before if I use Booking/Expedia etc to book travel, now Muse almost take all my appointments/meeting/event scheduling...",
    "sentiment": "negative",
    "subreddit": "AgentsOfAI",
    "post_flair": [
      "Discussion"
    ],
    "post_title": "Prove me wrong: Meta's Muse is going to kill a lot of agentic apps and/or startups",
    "prominence": "core",
    "source_url": "https://www.reddit.com/r/AgentsOfAI/comments/1wh9crw/prove_me_wrong_metas_muse_is_going_to_kill_a_lot/",
    "entity_role": "vendor",
    "post_author": "biscuitsbox",
    "upvote_ratio": 0.6486486486486487,
    "mention_count": 2,
    "mention_surge": false,
    "subreddit_url": "https://www.reddit.com/r/AgentsOfAI/",
    "total_upvotes": 22,
    "comments_total": 115,
    "total_comments": 106,
    "other_companies": [
      {
        "name": "Meta",
        "role": "switching_to",
        "domain": "meta.com"
      }
    ],
    "post_author_url": "https://www.reddit.com/user/biscuitsbox/",
    "signal_category": "feedback",
    "comments_included": 11
  }
}

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