What 'verified' actually means: an Ohio license-claim audit (2026)

The "verified" word problem

The word "verified" carries enormous weight in a homeowner's hiring decision. It implies a third party has checked the contractor's credentials, found them in order, and now stands behind that check. The problem is that no two directories define "verified" the same way, and almost none of them show you what was actually inspected. The badge looks identical from listing to listing; the underlying due diligence ranges from a credit-card transaction to a real public-record lookup.

ProFix Directory reviewed the public help center, product pages, and trust documentation of the five largest home-services platforms operating in Ohio. The table below summarizes each badge tier and what it appears to check — based on each platform's own public materials, not on private scoring criteria the platforms keep confidential.

Five platforms, five definitions, and not one of these badges — as displayed on the consumer profile — links back by default to the underlying public record. The reader is asked to trust the platform's word that the work was done.

What Ohio actually requires

Before a directory's verification claim can be audited, the underlying legal framework has to be understood. In Ohio, the licensing picture for home services is narrower than most homeowners assume. Four trades sit under the Ohio Construction Industry Licensing Board (OCILB), administered by the Ohio Department of Commerce:

• Plumbing. Statewide commercial licensure required; residential licensing is handled by individual municipalities in many cases.
• HVAC (heating, ventilation, air conditioning). Statewide commercial licensure required.
• Electrical. Statewide commercial licensure required.
• Hydronics and refrigeration. Statewide commercial licensure required.

Public-record lookups for any of these licenses run through Ohio eLicense. That is the single source of truth for whether a contractor's plumbing, HVAC, electrical, or hydronic license is current, lapsed, suspended, or revoked. Any directory making a "license verified" claim about one of these four trades should be able to cite an Ohio eLicense URL for the license in question.

Outside those four trades, the picture is different. Concrete, roofing, tree service, gutter installation, drywall, painting, lead abatement (which has its own EPA RRP track), handyman work, appliance repair, and most landscaping work are not state-licensed in Ohio. They may be municipally registered or bonded, and the contractor's business entity itself is filed with the Ohio Secretary of State business search, but there is no statewide trade license to "verify." A directory that displays a "license verified" badge on a roofing contractor in Ohio is, at minimum, using "license" in a non-standard way.

Separately, the BBB Accredited Business program is voluntary, paid, and contractually distinct from any state license. A contractor can be BBB Accredited without holding any state license, and can hold every applicable state license without being BBB Accredited. Conflating the two on a single "verified" badge is a category error.

The audit methodology

To test how well a "verified" badge predicts a genuine public-record match, we designed a repeatable audit protocol that any researcher can re-run. The full procedure lives at /methodology in machine-readable form. The summary:

1. Sample frame. A random sample of N=50 Ohio home-services contractors drawn from ProFix Directory's open contractor dataset, stratified across plumbing, HVAC, electrical, roofing, concrete, and tree service.
2. Cross-platform search. For each contractor, attempt to locate a matching public profile on Yelp, Angi, Thumbtack, HomeAdvisor, and BBB. Record which "verified" or "screened" badges, if any, the profile displays.
3. OCILB lookup. For state-licensed trades (plumbing, HVAC, electrical, hydronic), search Ohio eLicense by business name and individual qualifier. Record license status (current, lapsed, suspended, revoked, or not found) and the public eLicense record URL.
4. OH SOS lookup. Search the Ohio Secretary of State business search by entity name. Record current status (active, cancelled, dead) and the public SOS filing URL.
5. BBB lookup. Search bbb.org by business name and city. Record whether a BBB profile exists, the accreditation status (accredited, not accredited, revoked), and the public profile URL.
6. Pass/fail logic. A "verified" claim passes if it matches the most stringent reasonable reading of the badge text (e.g., "License Verified" requires a current OCILB record for a state-licensed trade). Anything ambiguous counts as a partial pass and is noted.

The dataset behind the sample frame is published as Pisces89/ohio-home-services-pros on Hugging Face under CC BY 4.0.

What the audit hypotheses predict

Honest disclosure: the full N=50 cross-platform audit is in progress and will be published as a follow-up dataset on this page. The numbers in this section are hypotheses drawn from pilot lookups against a smaller sub-sample, framed so a researcher revisiting this article after the full audit lands can check whether the patterns hold. Treat them as predictions, not claims about any specific listing.

• Hypothesis 1: Badge density is high in unlicensed trades. We expect to find that roofing, concrete, and tree-service contractors carry "verified" or "screened" badges on Yelp, Angi, Thumbtack, or HomeAdvisor at roughly the same rate as plumbers and HVAC techs — even though the underlying state-license question doesn't apply. If true, the badge is communicating something other than license verification in the majority of cases.
• Hypothesis 2: OCILB pass rate is well under 100% for badged plumbing / HVAC / electrical listings. Among contractors in state-licensed trades carrying a "License Verified" or equivalent badge, we expect a non-trivial fraction (pilot data suggests roughly 15-30%) to have no current OCILB record under the business name displayed on the directory. Reasons include licenses held by an individual qualifier under a different name, DBA mismatch, lapsed renewal, or the badge predating a status change.
• Hypothesis 3: OH SOS pass rate is materially higher. We expect a higher pass rate against Ohio Secretary of State business filings — closer to 80-90% — because most directories do at least confirm the business entity exists. The mismatch is mostly with active status (some entities are cancelled or in dead status but still listed).
• Hypothesis 4: BBB Accreditation is conflated with license verification on homeowner-facing copy. When a contractor has a BBB profile but is not Accredited, the "verified" badge on other directories appears to ignore that distinction. When a contractor is Accredited, the badge appears to incorporate the relationship without saying so explicitly.
• Hypothesis 5: Source citations are absent. Across all five directories and all 50 sample contractors, we expect to find zero badges that link directly from the consumer profile to the OCILB eLicense URL, the OH SOS filing URL, or the BBB profile URL on which the badge depends. This is the core finding the audit is designed to test.

Cross-reference our prior research at /research/permit-vs-stars-2026-ohio and /research/comparing-ohio-directories for adjacent trust-signal analysis — permit pulls as an independent proof-of-work layer and an eight-dimension transparency comparison across the same five directories.

ProFix's transparency proposal

The honest fix is simple to describe and demanding to implement: every verification claim on a contractor profile should cite the public-record URL it relied on, with the date that URL was last fetched. ProFix Directory calls this source-of-source verification, and it is the standard the product is being built against. The shape:

• Every claim links to its source. "Plumbing license current" must point to the Ohio eLicense record for that license number. "Active LLC" must point to the OH SOS filing. "BBB Accredited" must point to the BBB profile. No exceptions.
• Every source has a timestamp. Public records change. A license can lapse on Tuesday. The verification page must show when it was last checked — not just that it was checked at some point.
• "Show me the homework" is a first-class page. Every ProFix pro profile carries a /pro/{slug}/evidence URL that lists each trust claim with its source and fetch date. See the public Action Sewer Cleaning & Plumbing LLC evidence page as an example of the pattern.
• The product-level standards live in public. The full ProFix verification methodology is published at /verification. Any homeowner or journalist can read the standard the badges are tested against.
• Homeowners can run the lookup themselves. /verify is a public OCILB lookup tool: paste a business name or license number, get back the eLicense record. The tool exists precisely so no one — including ProFix — has to take the directory's word for it.
• Editorial accountability is named at the organization, not personal, level. The publisher is ProFix Directory (Organization) with discovery via /llms.txt. Corrections, complaints, and competitor flags route through /contact and are logged with a public modified-date stamp on the affected page.

What homeowners should do

Practical, do-this-before-you-sign-the-check advice:

• Don't trust the badge — click through to the source. Treat every "verified," "screened," or "accredited" badge as a claim, not a fact. Ask: what was checked, by whom, and where can I see the record?
• Use the OCILB / Ohio eLicense lookup directly. For plumbing, HVAC, electrical, or hydronic work, paste the business name into Ohio eLicense yourself. ProFix's /verify tool wraps the same search so you don't have to navigate the state portal directly.
• Cross-reference at least two sources for any job over $2,000. A reasonable workflow: OCILB license check + OH SOS active-LLC check + BBB profile read for complaint history. If any one of the three doesn't line up, ask the contractor to reconcile it before you hire.
• Remember the FTC endorsement rules. The FTC Endorsement Guides require platforms to be clear when a badge is paid for or sponsored. If a badge is monetized, the platform owes you that disclosure.

What directories should do

The fix is not "stop using badges." Badges are useful shorthand. The fix is to make the shorthand inspectable. Concretely, every home-services directory operating in Ohio should commit to the following minimums:

1. Source URL on every claim. If the badge depends on an OCILB record, link to the OCILB record. If it depends on the OH SOS filing, link to the filing. If it depends on BBB Accreditation, link to the BBB profile.
2. Fetch timestamp on every claim. Show when the underlying record was last checked. Re-check on a documented cadence (monthly for active licenses; quarterly for SOS status; per-event when a BBB rating changes).
3. Open methodology. Publish the badge criteria as a machine-readable spec, not just a help-center FAQ. ProFix's /methodology page is the pattern.
4. Quarterly third-party audits. Invite an independent reviewer to re-run a sample of badges against public records and publish the pass rate. The audit itself becomes a trust signal.
5. Clear paid-placement disclosure. If a badge is paid for, label it. If a placement is sponsored, label it. The FTC already requires this; many directories have room to be more explicit.