Research

Local SEO services, Austin TX

No usable result. The harness returned nothing, and that is itself the finding.

Verdict

No data. No scoreable result. The reason is the finding.

What the numbers say

This niche is published with the others because deleting it would be the dishonest choice. The run produced no scoreable result: the questions returned answers dominated by a local pack and a map, and the harness could not resolve a cited set it could score.

The useful reading is not that the market is empty. It is that in markets where a local pack owns the answer, a citation-based measurement has much less to say, because the engines are composing an answer out of a map rather than out of documents. Our own product reports lower confidence here for the same reason.

We re-ran a comparable market, residential HVAC in Phoenix, specifically to test whether a local pack starves the answer everywhere. It does not: HVAC produced a clean bar of 19. So this is a property of some local queries, not of local queries in general.

What to do about it

If your market is dominated by a map pack, measure visibility on the question behind the search rather than the search itself, and read the HVAC page for the contrast.

How this was measured

We asked the questions a buyer in this market actually asks, read every domain the engines cited in the answers, and scored each cited domain with the proprietary Peak Answer Link Ranking system. The bar is the score of the weakest quartile of cited sites, which tells you how small a site can be and still get quoted — basically how winnable the niche is for new players entering the space. Measured 09/23/2026. Engines change mentions overtime, so these may drift.

Two honest limits. The sample is the questions we chose, and a different set of questions in the same market would move these numbers. And scores are a model of authority, not a measurement of it: they are the same model the product uses on itself, which is the reason to trust the comparison between niches more than any single figure.

Run this on your own market

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Other markets we measured

All fourteen markets →