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WalmartTech adoption

A commenter mentioned that Walmart uses commercial cleaning robots from Avidbots in its stores.

What happened

Post: "U of T '22 grad, former founder: betting my next chapter on commercial cleaning robots in Canada. Looking for a cofounder / sales partners."

Source

Post

First time posting. Figured I'd share what I'm working on and see if anyone wants to build it with me. Or just tell me I'm crazy. Quick background: I'm Chinese but I grew up in Canada, came here as a kid. Graduated U of T in 2022. Ran a startup in retail before this. My parents are in real estate back in China, so I basically grew up inside business dinners. I learned that sometimes the real negotiation happens during two hours of small talk before anyone mentions business at all. I think that's where the entrepreneurial itch comes from. I've always wanted to build something of my own. What I'm doing now: I'm working with one of the leading commercial cleaning robot manufacturers. I have a strong direct relationship with them and I handle the supply chain side. We're bringing autonomous floor cleaning robots to the Canadian market. Warehouses, malls, schools, hospitals. Anywhere with big floors and a janitorial labor problem. Why I'm convinced this is the wedge: The labor shortage is real and it's not going away. Try hiring overnight cleaners in the GVA right now. Every facility manager tells me the same story. The math is simple. A robot that runs all night, never calls in sick, and costs less than a year of janitorial wages. Short conversation. And cleaning is the most mature robotics vertical out there. This isn't some science project. These machines are already...

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Extracted from these lines

  • [comment u/N0_Mathematician] How would you take on Avidbots? They're clearly one of the leaders in this market and already have their cleaning robots in big stores, like Walmart.

Comments on the post

5 of 35 comments
  • “OP, very interesting. I am of no help to you at this time, but I find this very fascinating. Good luck.”

    u/jrchkn282 points · Oct 3, 2026View

  • “Will they take the rubbish out? I own a medical clinic and would need bins emptying into the back of the office?”

    u/muted-gap-19792 points · Oct 3, 2026View

  • “I would possibly be interested but I'd like to hear your answer on the following first. How would you take on Avidbots? They're clearly one of the leaders in this market and already have their cleaning robots in big stores, like Walmart. They have the backing of UW and have been in the market 12 years now I believe. They're probably who we'd be head to head with. What's your product differenti”

    u/N0_Mathematician2 points · Oct 3, 2026View

  • “Is anything currently being done in the robotics field when it comes to restoration, remediation, or demolition?”

    u/bizlososphy1 points · Oct 3, 2026View

  • “Best of luck, you’re very sharp for a 22 y/o!”

    u/Tourbillion1501 points · Oct 3, 2026View

Extracted by Autobound

From the Signal API record
Signal
Tech adoption

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

Subreddit
r/EntrepreneurCanada
Stage
Switched

Companies

  • AvidbotsAlso named

The full record

From the Signal API record

Numbers

Mentions
6

Details

Timing
Completed
Category
commercial cleaning robots
Virality
High
Post kind
Text
Prominence
Aside
Company's role
Buyer

Topics and mentions

Topics

  • robotics
  • automation
  • cleaning
  • retail

Extraction

Sentiment
Neutral
Detected
Oct 3, 2026
signal_type
reddit-company
signal_subtype
techAdoption

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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/d7fe7e54-4c53-59b0-ae26-2656a833cb54 returns this record as JSON. POST /v1/companies/enrich returns every signal for walmart.com.

{
  "signal_id": "d7fe7e54-4c53-59b0-ae26-2656a833cb54",
  "signal_type": "reddit-company",
  "signal_subtype": "techAdoption",
  "detected_at": "2026-10-03T00:57:25+00:00",
  "company": {
    "name": "Walmart",
    "domain": "walmart.com"
  },
  "data": {
    "nsfw": false,
    "stage": "switched",
    "awards": 0,
    "timing": "completed",
    "topics": [
      "robotics",
      "retail",
      "automation",
      "cleaning"
    ],
    "post_id": "1wwa778",
    "summary": "A commenter mentioned that Walmart uses commercial cleaning robots from Avidbots in its stores.",
    "category": "commercial cleaning robots",
    "comments": [
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdj47gp/",
        "depth": 0,
        "score": 2,
        "author": "jrchkn28",
        "excerpt": "OP, very interesting. I am of no help to you at this time, but I find this very fascinating. Good luck.",
        "posted_at": "2026-10-03T01:41:01.000Z",
        "author_url": "https://www.reddit.com/user/jrchkn28/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdjeou8/",
        "depth": 0,
        "score": 2,
        "author": "muted-gap-1979",
        "excerpt": "Will they take the rubbish out? I own a medical clinic and would need bins emptying into the back of the office?",
        "posted_at": "2026-10-03T02:44:30.000Z",
        "author_url": "https://www.reddit.com/user/muted-gap-1979/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdl80s3/",
        "depth": 0,
        "score": 2,
        "author": "N0_Mathematician",
        "excerpt": "I would possibly be interested but I'd like to hear your answer on the following first.\n\n How would you take on Avidbots? They're clearly one of the leaders in this market and already have their cleaning robots in big stores, like Walmart. They have the backing of UW and have been in the market 12 years now I believe. They're probably who we'd be head to head with.\n\n What's your product differenti",
        "posted_at": "2026-10-03T11:03:25.000Z",
        "author_url": "https://www.reddit.com/user/N0_Mathematician/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdj33t0/",
        "depth": 0,
        "score": 1,
        "author": "bizlososphy",
        "excerpt": "Is anything currently being done in the robotics field when it comes to restoration, remediation, or demolition?",
        "posted_at": "2026-10-03T01:34:34.000Z",
        "author_url": "https://www.reddit.com/user/bizlososphy/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdjr8yf/",
        "depth": 0,
        "score": 1,
        "author": "Tourbillion150",
        "excerpt": "Best of luck, you’re very sharp for a 22 y/o!",
        "posted_at": "2026-10-03T04:06:25.000Z",
        "author_url": "https://www.reddit.com/user/Tourbillion150/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdja3iq/",
        "depth": 0,
        "score": 1,
        "author": "FedExpress2020",
        "excerpt": "If youre looking for capital investors im interested in hearing more",
        "posted_at": "2026-10-03T02:16:20.000Z",
        "author_url": "https://www.reddit.com/user/FedExpress2020/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdjnov3/",
        "depth": 0,
        "score": 1,
        "author": "Turb0goat",
        "excerpt": "Awesome dude",
        "posted_at": "2026-10-03T03:42:03.000Z",
        "author_url": "https://www.reddit.com/user/Turb0goat/"
      },
      {
        "url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/comment/pdjwy4z/",
        "depth": 0,
        "score": 1,
        "author": "Dreizo",
        "excerpt": "Funnily enough we JUST bought 2 robovacs for one of our warehouses. Mind selling me your product/pitch? I am based in Toronto and own a mova for my own place, our biggest issue rn with getting a mop-built system is that our robotics have barcodes on the floor for mapping, and it being wet/covered with any kind of debris is a no-no.",
        "posted_at": "2026-10-03T04:47:53.000Z",
        "author_url": "https://www.reddit.com/user/Dreizo/"
      }
    ],
    "evidence": [
      "[comment u/N0_Mathematician] How would you take on Avidbots? They're clearly one of the leaders in this market and already have their cleaning robots in big stores, like Walmart."
    ],
    "virality": "high",
    "post_date": "2026-10-03T00:57:25.000Z",
    "post_kind": "text",
    "post_text": "First time posting. Figured I'd share what I'm working on and see if anyone wants to build it with me. Or just tell me I'm crazy.\n\nQuick background: I'm Chinese but I grew up in Canada, came here as a kid. Graduated U of T in 2022. Ran a startup in retail before this. My parents are in real estate back in China, so I basically grew up inside business dinners. I learned that sometimes the real negotiation happens during two hours of small talk before anyone mentions business at all. I think that's where the entrepreneurial itch comes from. I've always wanted to build something of my own.\n\nWhat I'm doing now: I'm working with one of the leading commercial cleaning robot manufacturers. I have a strong direct relationship with them and I handle the supply chain side. We're bringing autonomous floor cleaning robots to the Canadian market. Warehouses, malls, schools, hospitals. Anywhere with big floors and a janitorial labor problem.\n\nWhy I'm convinced this is the wedge:\n\nThe labor shortage is real and it's not going away. Try hiring overnight cleaners in the GVA right now. Every facility manager tells me the same story.\n\nThe math is simple. A robot that runs all night, never calls in sick, and costs less than a year of janitorial wages. Short conversation.\n\nAnd cleaning is the most mature robotics vertical out there. This isn't some science project. These machines are already...",
    "sentiment": "neutral",
    "subreddit": "EntrepreneurCanada",
    "post_title": "U of T '22 grad, former founder: betting my next chapter on commercial cleaning robots in Canada. Looking for a cofounder / sales partners.",
    "prominence": "aside",
    "source_url": "https://www.reddit.com/r/EntrepreneurCanada/comments/1wwa778/u_of_t_22_grad_former_founder_betting_my_next/",
    "entity_role": "buyer",
    "post_author": "Distinct-Flower8625",
    "upvote_ratio": 0.9,
    "mention_count": 6,
    "mention_surge": true,
    "subreddit_url": "https://www.reddit.com/r/EntrepreneurCanada/",
    "total_upvotes": 24,
    "comments_total": 35,
    "total_comments": 35,
    "other_companies": [
      {
        "name": "Avidbots",
        "role": "adopted",
        "domain": "avidbots.com"
      }
    ],
    "post_author_url": "https://www.reddit.com/user/Distinct-Flower8625/",
    "signal_category": "adoption",
    "comments_included": 18
  }
}

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