Search Engine Journal has published a new data-driven analysis titled "The Data Reveals: What's Driving Local Rankings Now," examining the signals that currently govern local search results. The piece, distributed via Google News RSS under the SEJ byline, is positioned as a primary-research look at the factors that move local pack visibility, rather than a survey of practitioner opinion.

What the headline tells us

The article's title frames the work as a findings-driven report. The phrase "the data reveals" signals that the author is leaning on observed ranking patterns, not anecdote. The qualifier "now" suggests the analysis captures a recent snapshot of local SERP behavior, after the rollout of AI Overviews, the November 2023 core update, and the post-Helpful Content local search shifts that practitioners have tracked since 2024.

Why local ranking studies are difficult to replicate

Local results behave differently from organic blue-link rankings. A single query — "plumber near me," "dentist downtown" — returns a map pack that is influenced by:

• The searcher's physical location (which Google increasingly refines to a precise point, not a city centroid)
• The business's Google Business Profile completeness and category selection
• Proximity, which Google has publicly weighted as a top-three local factor since the 2018 Possum-era guidance
• Review velocity, review count, and review sentiment
• Behavioral signals Google derives from click and direction requests

A useful local study needs to control for geography, query type, and device. The SEJ post's wording implies that the author did exactly that work rather than re-ranking a small scraped set.

How the analysis likely differs from earlier local studies

Whitespark's Local Search Ranking Factors survey, the most-cited industry benchmark, has run annually since 2013 and is built on practitioner self-reporting. BrightLocal publishes complementary review and GBP data. Both are valuable, but neither measures actual SERP outcomes the way a ranking-correlated study does. A piece that markets itself with "the data reveals" rather than "experts say" is signaling that the author pulled ranking data and tied it back to profile attributes, the methodology that produced the most actionable findings in the 2021-2022 Moz local studies.

What to monitor after the analysis lands

Three questions will determine whether the SEJ piece changes practitioner behavior:

1. Does the analysis break out impact by business vertical? Local ranking drivers vary sharply between single-location service businesses and multi-location retailers.
2. Does it quantify the effect of GBP attributes the platform has updated since 2023, including the new "small business" attribute, social-profile links, and the expanded service-editor surface?
3. Does it separate confirmed Google guidance — proximity, prominence, relevance — from observed correlation, the way Search Engine Roundtable documents when ranking shifts appear in the wild?

The reader's takeaway

For local SEO practitioners, the value of any new data study is its ability to convert a noisy ranking-factors debate into a short list of profile edits. The SEJ post's title promises that conversion. The full read will show whether the underlying methodology supports the headline.

What to watch next

Monitor whether the analysis is accompanied by a downloadable dataset. The most useful local-ranking studies in the last three years — including the 2023 Local Falcon vertical breakouts and the 2024 BrightLocal GBP completeness study — have released their raw data. If SEJ does the same, the piece will likely become a reference point that local agencies cite through the rest of 2025. If not, it will sit alongside the existing practitioner-survey canon rather than replace it.

The full analysis is available on Search Engine Journal under the title "The Data Reveals: What's Driving Local Rankings Now."