▌ Research
Local SEO research backed by real data
We run the Local SEO Data API against real questions and publish exactly what comes back.
Pulled live from Google, with the methodology and raw numbers so you can re-run it yourself.
Briefs · 5
Brief
How to Check If You Appear in AI Mode
28.5% of Local Pack businesses are invisible in AI Mode
5 min readRead
Brief
Why Your Local Pack Rankings Don't Tell the Full Story
48% top-3 overlap between the Local Pack and AI Mode
5 min readRead
Brief
60% of Your AI Mode Competitors Are Invisible to Your Rank Tracker
999 AI-only businesses your rank tracker never showed
5 min readRead
Brief
How Query Wording Controls Whether You Show Up in AI Mode
100% of hidden businesses came back by adding 'near me'
5 min readRead
Brief
AI Mode Visibility by Vertical: What the Data Shows for Your Industry
4x more reviews for AI Mode plumbers than the Local Pack
6 min readRead
Quick Hits · 4
Quick Hit
What Des Moines loves about Target (4,519 reviews say it's the staff)
4,519 reviews read, and the staff wins by a mile
1 min readRead
Quick Hit
Brooklyn has 3 Trader Joe's. None of them are the same store.
12,737 reviews across three very different stores
1 min readRead
Quick Hit
We ranked every McDonald's in Montana. The best one is in Billings.
32 locations ranked, best to worst
1 min readRead
Quick Hit
Cleveland has 102 dentists. The best ones are all in Lakewood.
4 of 10 of the best dentists sit in one suburb
1 min readRead