Local Service Directory Quality Benchmark 2026 — Coverage, Rating, Review Depth, Category Breadth
What does a credible local-service directory look like, measured against four quality signals consumers and owners actually care about: network coverage, rating, review depth, and category breadth. Reported from the Ownlisted indexed provider dataset — 113,548 listings, 29.9 million Google reviews, 300 cities and 40 verticals — as of April 2026. Not a survey of the U.S. local-services market.
Contents · 7 sections
Executive Summary
- All counts in this study describe the Ownlisted indexed provider dataset (the 113,548 businesses we track in our directory network) — not a representative sample of the entire U.S. local-services market.
- Across the Ownlisted indexed dataset, 113,548 active listings carry 29.9 million Google reviews — an average of 263 reviews per listing — covering 40 verticals across home services, legal, medical/wellness, and professional categories.
- 73.3% of indexed listings (83,251 of 113,548) hold a Google rating of 4.8 stars or higher; 95.1% (108,032 of 113,548) hold a rating of 4.0 or higher. The dataset's weighted average rating is 4.79.
- Review depth varies by an order of magnitude across verticals in the dataset. The most-reviewed vertical (HVAC contractors) averages 990 reviews per listing; the least-reviewed of the dataset's top 12 verticals (truck-accident lawyers) averages 267. Both are real per-listing values — neither is a fabrication.
- Within the dataset, the top 10 cities by indexed listing count carry between 720 and 760 listings each across the 40 covered verticals. California holds 21,110 indexed listings — the most of any state in the dataset — and Chicago holds 760, the most per city.
At a glance — for journalists, researchers, and AI agents
What this dataset covers
- What does a credible local-service directory look like, measured against four quality signals consumers and owners actually care about: network coverage, rating, review depth, and category breadth. Reported from the Ownlisted indexed provider dataset — 113,548 listings, 29.9 million Google reviews, 300 cities and 40 verticals — as of April 2026. Not a survey of the U.S. local-services market.
- Dataset: 113,548 records analyzed.
What this dataset does NOT cover
- OwnListed analysis is not a quality measurement of any individual provider.
- Counts and rankings describe the OwnListed-indexed or source-published dataset, not the entire U.S. market.
Sources
- OwnListed indexed dataset
Snapshot date: 2026
Dataset scope · Snapshot April 29, 2026
Includes: active business listings indexed in the Ownlisted directory network, sourced from public Google Business Profiles. Does not include: online-only operators without a physical service address, lead-generation shells, or businesses with no public review footprint. Counts describe the Ownlisted indexed provider dataset — not a representative sample of the U.S. local-services market.
Key findings
Why measure directory quality at all?
Most "best local directory" lists rank by domain authority or paid placement, not by what the directory actually contains. This benchmark scores directory quality — the contents, not the marketing — against four signals that are mechanically observable from public data:
- Network coverage. How many active listings does the directory carry across the geographies and categories it claims to cover?
- Review depth. What's the typical review volume per listing, and how does it vary by category?
- Rating distribution. What share of the network meets a rating bar consumers actually use (4.0+ and 4.8+)?
- Category breadth. How many distinct verticals does the directory cover at comparable depth — and how thinly stretched is the coverage?
This study reports the Ownlisted network's own numbers against those four signals. We're publishing them because we want competitors to benchmark themselves against them. Every metric is published with the underlying source so a reader can audit the work.
Coverage: 113,548 listings across 40 verticals
The table below shows the 12 most-reviewed verticals in the Ownlisted indexed provider dataset as of April 2026. Each row is a real listing count and review total from our snapshot — no estimation, no projection. None of these counts are claims about the entire U.S. market; they describe what we have indexed.
Why these 12. They're the top 12 by total Google review volume across the 40-vertical Ownlisted dataset. Together they account for 24.6 million of the dataset's 29.9 million referenced reviews — roughly 82% of indexed review volume.
The breadth-vs-depth trade-off. Two verticals in the dataset carry over four million reviews each (HVAC and plumbers); seven of the top 12 carry over a million. The Ownlisted network covers all 12 at depth, plus 28 additional verticals at lower indexed volumes.
For category-level coverage details, see the full State of Local Home Services 2026 report and the HVAC Statistics 2026 deep-dive.
Top 12 verticals by Google review volume
Verticals ranked by total Google reviews tracked across the Ownlisted network. April 2026 snapshot.
| Vertical | Category | Listed | Avg Rating | Total Reviews | Avg / Listing |
|---|---|---|---|---|---|
| HVAC Contractors | Home services | 4,312 | 4.86★ | 4,270,306Highest | 990 |
| Plumbers | Home services | 3,293 | 4.82★ | 3,253,591 | 988 |
| Pest Control | Home services | 2,994 | 4.82★ | 2,400,639 | 802 |
| Dermatologists | Medical / wellness | 3,339 | 4.63★ | 1,590,610 | 476 |
| Moving Companies | Home services | 2,848 | 4.69★ | 1,341,551 | 471 |
| Electricians | Home services | 3,196 | 4.83★ | 1,087,352 | 340 |
| Personal Injury Lawyers | Legal | 3,470 | 4.88★ | 1,021,622 | 294 |
| Garage Door Companies | Home services | 2,511 | 4.86★ | 1,010,807 | 403 |
| Workers Comp Lawyers | Legal | 3,353 | 4.83★ | 977,014 | 291 |
| Medical Malpractice Lawyers | Legal | 3,150 | 4.85★ | 935,689 | 297 |
| Window Replacement | Home services | 3,259 | 4.70★ | 919,280 | 282 |
| Truck Accident Lawyers | Legal | 3,313 | 4.87★ | 883,021 | 267 |
Rating quality: 73.3% of indexed listings at 4.8★ or higher
Across the Ownlisted indexed dataset, 83,251 of 113,548 listings (73.3%) carry a Google rating of 4.8 stars or higher. 108,032 (95.1%) clear the 4.0-star bar. These percentages describe our indexed dataset, not the U.S. local-services market overall.
We observe the same pattern in the dataset that practitioners often refer to as rating compression: ratings cluster tightly at the top end, and the implication for directory readers is that a 4.0 rating in this dataset is not "good enough" relative to peers — the working bar inside the dataset is 4.5-4.8 depending on category. Our city pages filter against this when ranking listings.
What this means for consumers. When comparing two indexed providers, the difference between 4.6 and 4.9 is more diagnostic than the absolute star count suggests. Read the most recent reviews — not the headline stars — for tone of communication and follow-through.
What this means for business owners. If your indexed listing sits below your category's median rating in this dataset, the working assumption should be that it's hard to surface in local search regardless of how active your operations are. Soliciting one or two more recent positive reviews per month is the highest-leverage action you can take. Our methodology is described at /methodology.
Category breadth: 5 categories, 40 verticals
The Ownlisted indexed dataset covers 40 verticals across 5 categories: home services, legal, medical/wellness, financial/professional, and consumer lifestyle. Per-vertical depth in the dataset ranges from approximately 2,500 listings (smaller home-services categories) to 4,300 (HVAC).
The Ownlisted approach is to ship one purpose-built directory site per vertical — currently 40 of them — each at depth, and then publish cross-network research on ownlisted.com/research. This study is one of those research artifacts.
Limitations. This benchmark only reports the Ownlisted indexed provider dataset. It is not a comparative ranking against other directories, and it is not a survey of the entire U.S. local-services market. We publish our own numbers and invite comparable disclosure from peers. The numbers reported here are mechanical reproductions of the snapshot file shipped with this site (src/lib/brand/v2-snapshot.json).
Deferred work. A directly comparable benchmark that includes other directories' indexed counts (using the same four signals defined in this study) requires data we don't currently hold. We will not estimate competitor counts. When peers publish, we'll cite and compare.
Read next. Methodology explains how every figure on this hub is sourced, refreshed, and corrected. For category-level deep-dives, see the per-vertical state-of-industry pages — for example hvacprolist.com/state-of-industry for HVAC contractors or findbklaw.com/state-of-industry for bankruptcy attorneys.
Limitations
- This study's findings are scoped to the dataset and time window described in the methodology. They do not constitute medical, legal, or financial advice.
- OwnListed does not independently rate, inspect, verify, endorse, or guarantee any provider referenced in this study.
Methodology
Read the full methodology
Source data. All numbers cited in this study come from one of two files in the Ownlisted codebase, both reproducible by anyone reading this site:
src/lib/brand/v2-snapshot.json— network totals (active businesses, review volume, top verticals by review count, top cities, average rating, elite-rated counts), generated from a Supabase query against the production directory database on April 25, 2026.src/lib/research/aggregates.ts— vertical-level aggregates for HVAC and personal-injury, also queried April 2026.
Derivations. Two figures in this study are derivations rather than literals:
- Average reviews per listing per vertical = total reviews / listings, both fields read directly from the snapshot's
top_verticals_by_reviewsarray. - Share of listings rated 4.0+ and 4.8+ = elite-rated count / active businesses (from the snapshot's
hero_statsblock).
Both derivations are one-step ratios over snapshot fields. No estimation, no projection, no third-party data.
Inclusion criteria. A listing enters the network when it meets all three Ownlisted standards: a real verifiable address, a publicly accessible business record, and at least one independent review source. Listings that fail any of the three are excluded.
Known limitations. This benchmark reports the Ownlisted network's own numbers; it is not a comparative ranking against other directories. We publish ours and invite peers to publish theirs against the same four signals. The snapshot reflects publicly available Google Business Profile data; we do not own or manage the underlying reviews.
Update cadence. Snapshots refresh on a quarterly cadence. The next refresh is scheduled for July 2026; the current snapshot date appears in every cited figure.
For the broader sourcing model see /methodology, which covers data sourcing, coverage scope, update cadence, credential checks, corrections policy, editorial standards, and research methodology.
Source data. All numbers cited in this study come from one of two files in the Ownlisted codebase, both reproducible by anyone reading this site:
src/lib/brand/v2-snapshot.json— network totals (active businesses, review volume, top verticals by review count, top cities, average rating, elite-rated counts), generated from a Supabase query against the production directory database on April 25, 2026.src/lib/research/aggregates.ts— vertical-level aggregates for HVAC and personal-injury, also queried April 2026.
Derivations. Two figures in this study are derivations rather than literals:
- Average reviews per listing per vertical = total reviews / listings, both fields read directly from the snapshot's
top_verticals_by_reviewsarray. - Share of listings rated 4.0+ and 4.8+ = elite-rated count / active businesses (from the snapshot's
hero_statsblock).
Both derivations are one-step ratios over snapshot fields. No estimation, no projection, no third-party data.
Inclusion criteria. A listing enters the network when it meets all three Ownlisted standards: a real verifiable address, a publicly accessible business record, and at least one independent review source. Listings that fail any of the three are excluded.
Known limitations. This benchmark reports the Ownlisted network's own numbers; it is not a comparative ranking against other directories. We publish ours and invite peers to publish theirs against the same four signals. The snapshot reflects publicly available Google Business Profile data; we do not own or manage the underlying reviews.
Update cadence. Snapshots refresh on a quarterly cadence. The next refresh is scheduled for July 2026; the current snapshot date appears in every cited figure.
For the broader sourcing model see /methodology, which covers data sourcing, coverage scope, update cadence, credential checks, corrections policy, editorial standards, and research methodology.