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60% of Your AI Mode Competitors Are Invisible to Your Rank Tracker

Noah Owsiany

Noah Owsiany

Local SEO Data

2026-06-075 min read

Key takeaways

  • 01Only 40.6% of the businesses AI Mode shows also appear in the Local Pack. Roughly 60% are invisible to a Local Pack rank tracker.
  • 02AI Mode surfaced 999 businesses in our dataset that the Local Pack never showed once.
  • 03AI Mode draws from a broader pool: a median of 5 businesses per query vs the Local Pack's fixed 3 slots.
  • 04Build your hidden-competitor list by pulling both channels for the same keyword and diffing the names.

Your rank tracker only sees one channel

If you track Local Pack rankings, you see a slice of your competition. You do not see the field.

In our study of 1,120 local searches, only 40.6% of the businesses AI Mode surfaced also appeared in the Local Pack for the same query. Flip that around: roughly 60% of the businesses competing for visibility in AI Mode never show up in a Local Pack rank tracker at all.

That is the same gap from the other side. The headline number from the study is that 28.5% of Local Pack businesses are missing from AI Mode. True, and it's the defensive read. We cover that direction in Why Your Local Pack Rankings Don't Tell the Full Story. This brief is the offensive read: AI Mode shows you a whole set of rivals your tracker is blind to.

AI Mode surfaced 999 unique businesses in this dataset that the Local Pack never returned once. These are businesses Google put in front of searchers in a channel you may not be measuring.

Who Your Rank Tracker Sees in AI Mode

40.6%
59.4%
Also in Local PackInvisible to your tracker
999

unique businesses surfaced by AI Mode in this dataset that never appeared in the Local Pack once.

Why the pool is bigger

The simplest reason is slot count. AI Mode showed a median of 5 businesses per query, while the Local Pack has a fixed 3 slots. More room means more names, and more names you have never tracked.

But it is not only slot count. Even when you compare the top 3 from each source head to head, overlap drops to 48%. So the extra businesses are not just spillover from positions 4 and 5. AI Mode is making different selections inside the same depth your tracker covers.

Across our 649 query-city pairs where both channels returned businesses, this was consistent: AI Mode pulled from a wider set, and a large share of that set never touched the Local Pack. The discovery surface is simply larger on the AI side.

We cannot say why Google selects a given business for AI Mode. The selection appears to weight signals differently than the Local Pack, but this is correlation in the data, not a confirmed mechanism.

Competitors per Query

5

AI Mode

median businesses

broader poolgap

3

Local Pack

fixed slots

Who the hidden competitors are

The size of your blind spot depends on your industry: review volume, intent, and how AI Mode treats your category all move it. For the per-vertical breakdown of what AI Mode rewards in your industry, see AI Mode Visibility by Vertical.

What matters here: the hidden competitors are real businesses, named by Google, that you are not currently tracking. Some are large review-heavy players. Some are businesses that optimized for the AI channel while you watched the map.

How to build your hidden-competitor list

You find the hidden field with one method: pull both channels for the same keyword and diff the names.

  1. Pick your top 5 to 10 local keywords.
  2. Pull the Local Pack and AI Mode results for each, in the same city.
  3. List the business names from each side.
  4. The AI Mode names that are not in your Local Pack list are your hidden competitors.

That last list is the deliverable. It is the set of rivals Google is surfacing in AI Mode that your rank tracker never reports. For the step-by-step manual version, including how to read AI Mode and capture the names, see How to Check If You Appear in AI Mode.

Run this dual-channel check on a schedule, not once. AI Mode results shift day to day at the level of specific businesses, so a name that appears today may rotate out next week. The businesses that show up across multiple checks are the ones holding stable placement.

One scope caveat. Our study compared the top 3 of the Local Pack only. Some businesses we counted as AI Mode-only may actually sit in the expanded "More places" list below the Pack. So treat the hidden-competitor list as a strong signal, not a perfect census. The direction is solid: there is a field of competitors in AI Mode that a top-3 Local Pack tracker does not show you.

Frequently asked questions

Where does the 60% number come from?+
In our study, 40.6% of the businesses AI Mode surfaced also appeared in the Local Pack for the same query. The remaining 59.4%, roughly 60%, appeared only in AI Mode and would not show in a Local Pack rank tracker.
Is this just because AI Mode shows more results?+
Partly. AI Mode showed a median of 5 businesses per query vs the Local Pack's fixed 3 slots, so more room means more names. But even comparing the top 3 from each source, overlap is only 48%, so AI Mode is also making different selections at the same depth.
Are these 999 businesses reliable competitors or just noise?+
They are 999 unique businesses Google surfaced in AI Mode that the Local Pack never returned in our dataset. Treat them as a strong signal rather than a perfect census. Our study compared the top 3 Local Pack only, so some may appear in the expanded More places list below the Pack.
How do I find my own hidden competitors?+
Pull the Local Pack and AI Mode results for the same keyword in the same city, list the business names from each, and the AI Mode names that are not in your Local Pack list are your hidden competitors. Repeat for your top 5 to 10 keywords on a schedule.
Does my blind spot depend on my industry?+
Yes. How big the hidden-competitor field is depends on your vertical, your review volume, and how AI Mode treats your category. See the vertical breakdown brief for your industry.

Run this analysis for your business

Pull AI Mode and Local Pack results for any keyword and city with the Local SEO Data API. See where your business actually appears.

Try the AI Mode API