Local Pack Ranking Factors: Which Are Measured and Which Are Just Repeated
Most local ranking factor lists are survey opinion, not measurement. Separating what Google states, what can be independently verified, and what gets repeated without evidence.
Search for "local ranking factors" and you get lists running to hundreds of items, each with a percentage, a weighting, a rank number beside it.
Almost all of those lists come from the same place: surveys of industry professionals. That is opinion in aggregate, not measurement. It doesn't make them worthless — the shared intuition of experienced people is useful. But a table stating "this factor carries 8.4% of the weight" is showing an average of opinions rather than a measurement, and that distinction changes pages of strategy.
This piece sorts the factors into three groups: what Google states, what can be independently verified, and what gets repeated without evidence.
Group 1 — The three factors Google names
Google names only three headings for local results.
Relevance. How well the profile matches the search. Category is the decisive field here.
Distance. How far the searcher is from the business. This factor alone separates the local pack from every other search result: position changes with where the searcher stands.
Prominence. How well known the business is, online and off. Reviews, links, directory presence, press coverage.
Those three are official. Everything else is either a sub-heading under them or a guess.
Group 2 — What can be independently verified
These are things Google assigns no public weight to, but which anyone can test for themselves. Run the same test and you see the same result.
Primary category. Change it, measure, and the effect shows within days. In local SEO this is usually the field that produces the largest change from a single move.
Whether the profile is verified. An unverified profile does not appear in the local pack at all. That is a threshold, not a weighting.
Name, address and phone consistency. Contradictory records lower confidence. Verifiable, because you can correct the contradiction and repeat the measurement.
The width of the service area. An over-broad area makes a business slightly weak everywhere. Narrow it, measure, and the difference is visible.
Review recency. The difference between a profile whose reviews stopped and one receiving them steadily can be measured.
Group 3 — Repeated often, evidenced rarely
These appear constantly in local SEO content, usually attached to a number. Ask where the number came from and it traces back either to a survey or to a study that has been reported inaccurately.
"Posting weekly improves ranking." Posting frequency is not among the factors Google names. Posts earn clicks; there is no published measurement showing they carry ranking.
"Adding N photos a month increases clicks by X%." Google's actual data compares profiles that have photos against profiles that don't. There is no finding about monthly cadence; the ratio in circulation is derived from a different comparison.
"Listing on hundreds of directories improves ranking." Consistency counts, volume doesn't. Correct details on ten directories do more than approximately-correct details on three hundred.
"Keywords in the business name work." They can show a short-term effect, but they break the rules and can end in suspension. That something works is not an argument that it should be done.
"Factor X is N% of the weight." No external source can measure this. Google does not publish those weightings.
The local pack and the local finder get confused
They are two different surfaces, and mixing them up while measuring is a common mistake.
The local pack — the three-business block above the search results.
The local finder — the longer list that opens when someone clicks "more places".
Being twentieth in the finder does not mean appearing in the pack. If a tool tells you "your rank is 14", you need to know which surface it measured; the two produce different numbers.
Three questions to ask of any factor list
- Where did this number come from? A survey, a measurement, or Google's own documentation?
- Can I test this on my own business? If you can't, that factor is an assumption as far as you are concerned.
- Where was the measurement taken from? Ranking data from a single point shows one slice of a location-sensitive result.
The third is the one most often skipped. Because local pack position changes with the searcher's location, the sentence "we moved up three places after that change" can only be verified when two measurements were taken from the same points.
What to do in practice
Rather than memorising a factor list, it is more useful to set up a measurement routine for your own business:
- Split the area you serve into a grid, run the same search from every point, record the result with its date.
- Change one thing — the category, the service area, an empty field.
- Wait four weeks.
- Measure again with the same grid and compare.
Four months of that cycle gives you something no factor list can: a record of what works for your business. Survey results describe an average business, and you are not an average business.