I read through Local Falcon's whitepaper on local pack rankings last week. They analyzed 50.4 million Google Maps search results spanning 1,993 GBP categories and pulled review count data at three percentile benchmarks: the entry level (10th percentile), the median, and the dominant (90th percentile). For home service trades, the numbers are worth understanding before you set review goals for any client — or for your own business.
\n\nI am linking to the whitepaper directly because the methodology is solid and the dataset is far larger than anything we or most agencies could collect. Reading the primary source matters when you are making decisions about a business's growth strategy.
\n\nLocal Falcon structures the data around three percentile benchmarks, and the framing is useful:
\n\nMost contractors I talk to are aiming for \"enough to rank.\" The entry-level benchmark tells you when you cross the visibility threshold. The median tells you where you need to be to hold a position against typical competition. The dominant number tells you what your best competitors are working toward in established markets.
\n\nHere is what Local Falcon's data shows for the home service trades most relevant to our clients:
\n\n| Trade | \nEntry (P10) | \nMedian (P50) | \nDominant (P90) | \n
|---|---|---|---|
| HVAC Contractor | \n25 | \n244 | \n1,594 | \n
| Plumber | \n21 | \n215 | \n1,621 | \n
| Electrician | \n4 | \n56 | \n661 | \n
| General Contractor | \n— | \n28 | \n— | \n
The electrician numbers stand out. Getting into the pack requires only 4 reviews at the entry level, but the gap between entry and dominant is 165x. That is a category where low barriers mean high eventual competition from anyone who starts building reviews seriously.
\n\nHVAC and plumbing are the most demanding trades in Local Falcon's dataset. A median of 215-244 reviews means a new business starting from zero is looking at 12-24 months of consistent review velocity before they hit competitive territory in most markets — assuming they get a review every two to four jobs, which is about the rate we see from clients with active follow-up systems.
\n\nOne of the more practically useful findings in the whitepaper: metro areas require roughly 1.5 to 2x more reviews than rural markets. Local Falcon's specific example — an HVAC contractor needs 132 reviews in rural markets versus 361 in metros to hit the median — matches what we see working across different market sizes.
\n\nThis matters for how you set expectations. A 100-review goal is competitive in a smaller regional market. In a major metro, 100 reviews might not even clear the entry threshold for HVAC or plumbing. The benchmark varies by geography, not just trade.
\n\nThe whitepaper also covers ratings, and the finding here is different: \"4.5 to 4.7 stars is the minimum rating needed to compete in most categories, with typical winners at 4.8 to 4.9 stars.\" That range is remarkably consistent across categories.
\n\nRatings are easier to manage than review counts because they respond faster to a quality intervention. A contractor with 30 reviews at 4.6 stars who starts delivering better post-job follow-through can see their rating move within 60 days. Their review count only grows as fast as they do jobs and ask. The volume problem is a longer game than the rating problem.
\n\n\n\n\nThe bar for entry is low. The bar for being genuinely competitive is not. The gap between appearing in the pack and holding a position against established operators is where the real work is.
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A few things I take away from Local Falcon's data that affect how we advise clients:
\n\nReview counts are one dimension of local pack performance. They are the one most people focus on because it is measurable and feels actionable. What most people are not measuring is GBP profile completeness — whether the profile has photos, services listed, Q&A entries, recent posts, and a booking link. We are building a benchmark study on exactly that: how pack leaders compare to average competitors on the completeness signals. That data will be published on this site later this year.
\n\nNot necessarily more — but you need to be in competitive range for your trade and market. Local Falcon's data shows the median review count to hold a local pack position is 215-244 for plumbing and HVAC in most markets. If your competitors are at 300 reviews and you have 80, you are at a disadvantage on this signal. Closing that gap over 12-18 months through consistent review requests changes the competitive picture.
\n\nLocal Falcon's data suggests an entry-level threshold of around 21-25 reviews for plumbing and HVAC (4 for electrical), below which businesses rarely appear in the 3-pack. That said, these are statistical observations across 50 million results — there will be exceptions, especially in less competitive markets. Getting to 25-30 reviews with a 4.5+ rating is the floor worth establishing before investing heavily in other local SEO work.
\n\nBoth matter. Total count is what benchmarks like Local Falcon's measure. Recency matters for consumer trust — and there is evidence that active review velocity is a positive signal for pack rankings. A profile with 20 reviews in the last 90 days is a different signal than 20 reviews from two years ago. Ongoing velocity, not a one-time push to a number, is the sustainable approach.
\n\nHow does your review count stack up?
\nWe are publishing a benchmark report covering pack leaders vs. average competitors across 5 trades and 25 US metros. Review counts, photo strategy, GBP completeness signals. If you want to know your specific market's competitive landscape before it goes live, we can pull that data in an audit.
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