Methodology

How scoring works

Scores are editorial opinion

A Slop Score is our opinion of how a business reads against the rubric below, it is not a statement of fact, an accusation of wrongdoing, or a claim about food safety, legality, or the character of any person. “Slop” is our shorthand for businesses that feel financialized and extractive rather than rooted in their neighborhood. Reasonable people can disagree with our read, and we revise scores when the public record changes.

The color legend: ownership, not judgment

Colors across the app classify who owns or operates a business, based on public records, filings, and the business’s own statements. The color is a factual classification. Our opinion lives in the score, not the color.

  • Locally owned (green) — independent, family-run, founder-led, or mission-driven, per the public record we cite. Chips distinguish Local / family-owned from Independent.
  • Group-operated (yellow) — operated by a multi-location group, from a small local group to a named restaurant group. This is an indication of scale and structure, not a slop verdict: many group-operated places score well with us. See the restaurant-group tiers below.
  • PE / corporate-owned (red) — majority-owned by private equity or a roll-up (PE / VC-backed), a large corporation (Corporate-owned), or a publicly traded company (Public company), per sourced public reporting. Our opinion is that these ownership structures tend toward extraction, which the score reflects.
  • Unverified (grey) — added by the community and not yet researched. We don’t classify ownership we haven’t verified.

If we’ve classified a business incorrectly, request a correction — ownership facts are exactly the kind of thing we fix fast.

The rubric

Every business starts from three researched subscores:

  • Worker & community signals (1–5): an editorial impression formed from publicly visible information, such as employee sentiment in public reviews and news reporting. It is an impression from public sources, not a verified finding about any company's labor practices, and it is never shown as a standalone rating on a business's page.
  • Ownership (1–3): who actually owns the business, independent, founder-led, or family-run models score higher; private-equity roll-ups and scale-first venture models score lower.
  • Community roots (1–2): neighborhood identity, local sourcing, and how long the business has shown up for its block.

Subscores are then adjusted by structural ownership signals, which are weighted hardest: private-equity or roll-up ownership caps a score at 4 outright, venture-backed growth and large chain footprints each drag the score down, and family-run or mission-driven businesses with real neighborhood roots earn a bump. The result is clamped to a 1–10 scale: 1–3 reads “Slop,” 4–7 “Borderline,” 8–10 “Not Slop.”

There are two separate scores. The Slop Score is our editorial call, above, and is driven purely by ownership. The Community Verdict is a separate audience score: the share of signed-in users who say a place is “Not Slop.” Community votes never change our editorial Slop Score. When the two disagree (a place people love that is still owned by private equity), that gap is the whole point.

Google star ratings are never part of the Slop Score. They answer a different question, “do customers like the experience?”, while this score asks “should we support this place?” A business can be pleasant and still be slop. Google ratings appear on business pages only as a separate service signal, and public sentiment in the score comes from community verdicts and community discussion, not star averages.

Restaurant groups: tiered, not binary

Being “a group” does not make a business slop. A local family that grew to several restaurants is a success story, not extraction. We read how a group is owned and how it behaves, not its size:

  • Usually not slop: founder-led, family-owned, single-location or slow-growth local operators with real community ties.
  • Watchlist: a local group with multiple concepts or locations. We score these by behavior, not vibes, multiple locations alone is not a mark against anyone.
  • Slop-risk: rapid, scale-first expansion, ownership that is hard to trace, investor-style language, or copy-paste concepts dropped across neighborhoods.
  • Likely slop: a private-equity, venture, public-company, or franchise roll-up model. Where the public record also points to extraction-first behavior or a decline in how a place shows up for its block, that reinforces the read. The ownership structure is the fact; the rest is our impression from public sources.

Sources and confidence

Research draws on public reporting, company sites, and community discussion. Each page shows a confidence level; lower confidence means the public record is thinner and our opinion is held more loosely. We do not publish private information, and unverified community chatter is treated as sentiment, not fact.

Corrections

If a page gets a factual detail wrong, ownership, status, location, identity mixups, tell us through the corrections form. Factual corrections are reviewed and pages are updated. Owners and operators are welcome to add context we may have missed.