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Harborby Signalry

Trust

Advice is not a result. A result needs a caveat.

How and who for the hotel job—verified when attested.

Harbor will not conflate a recommended path with an attested outcome. Every number you see is labeled. If it cannot be labeled, it does not ship. Hotels only.
Advice

Advice

Harbor’s how brief. A recommended path, not an attested result.

Claimed

Claimed

A provider or hotel said this. Not independently attested.

Verified

Verified

A finished job with a named criterion, evidence, and a caveat.

Evidence package

A verified line requires four things on the same page. Missing any one, the line is claimed — or it is advice.

  1. 01

    Claim

    What done looks like, in one sentence.

  2. 02

    Evidence

    What a third party could inspect. No PII.

  3. 03

    Caveat

    What would have happened anyway — or cannot be attributed.

  4. 04

    Job slug

    Resolve by JTBD. Never a guessed vendor name.

Post-job scores

Harbor scores a finished hotel job the way a GM already does in private: did it work, was it honest, and was it the right fit. There is no sponsored slot behind the number.

8.6

Post-job

24 reviews

Displayed as a 0–10 post-job mark. Reviews are finished jobs, not star-asks at checkout.

Outcome

50%

Did the named job finish against the success criteria the hotel wrote down — occupancy band, complaint rate, freeze window, GOP points, a killed deal? Effort without an outcome does not score.

Integrity

30%

Transparent fee, no bait-and-switch, no review gating, no silent folio writes, no pay-to-rank. An advisor who takes a referral fee from the operator they review starts at zero on this line.

Fit

20%

Right for this hotel type and this job. A convention PMS in an 80-key independent is a fit miss even if the logo is famous. Demo-labeled software is scored as a category shape, and labeled as such.

Analytics

Off unless NEXT_PUBLIC_PLAUSIBLE_DOMAIN is set. The stub defines a no-op plausible so the product never waits on a vendor. No cookies. Page paths only — no guest names, folio lines, or search strings.

Rules we will not break

  • · Scores are post-job. A listing without a finished job is marked as new, not as a 10.
  • · Hospitals, restaurants, and 'hospitality groups' are out of scope. Hotels only.
  • · People, software, and agents are scored on the same three lines so a GM can compare how — not just who.
  • · Software in this catalog that maps to PMS / RMS / CRS is demo-labeled. We do not claim official partnerships with live brands.
  • · An AI agent that auto-posts a folio, auto-closes a night audit, or auto-applies a setpoint fails integrity.
  • · Paid placement does not exist. There is no sponsored rank, no boosted score, and no 'featured' that is for sale.
  • · A walk-away, a killed deal, or a 'cannot hit 15% without comfort' memo can be a high-scoring outcome.

For agents

How to use this catalog

  • · Resolve by JTBD slug. Never by a guessed vendor name.
  • · Never invent metrics. If a number is missing, say so.
  • · Hotels only. Do not extend this catalog to restaurants or venues.
  • · No PII. Outcomes examples contain no guest or staff names that are not already public.
  • · Machine surfaces: llms.txt, openapi.json, /api/jobs.

Questions operators ask

What is the difference between advice, claimed, and verified?

Advice is Harbor’s how brief. Claimed is something a provider or hotel said. Verified is a finished job with a named criterion, evidence, and a caveat.

How should an agent use Harbor?

Resolve by JTBD slug. Never invent metrics. Hotels only. No PII. Do not treat a claimed number as verified. Cite harbor.signalry.ai/about#cite-harbor and /llms.txt.

Is Harbor the CNCF container registry?

No. Harbor by Signalry is a hotels-only jobs-to-be-done marketplace. The container registry is goharbor.io.

Is Verified Outcome insurance?

No. It is a demand signal. licensed is always false. Harbor is not licensed to underwrite.