How to Appear in Google AI Overviews for Software Searches

AI Overviews are the one surface here that a property manager does not choose. They arrive on top of a Google result, or they don’t. For the buying questions in the AI Shortlist Index prompt library, “or they don’t” is a real outcome, and the Index records it as one. This page covers how Google assembles an AI Overview for a software search, what the Index stores, and what a vendor should do about it, in order, including when to stop.

How Google builds an AI Overview

Google Search Central’s documentation on AI features in Search says AI Overviews and AI Mode use a technique Google calls query fan-out. The system issues several related searches across subtopics and data sources, gathers what comes back, and assembles a response with links to the pages that support it. One prompt becomes a bundle of searches, and the pages that get linked are drawn from across that bundle.

The same documentation says there is no special markup and no new requirement for AI features. A page has to be indexed and eligible to show as a snippet. The controls that remove a page from snippets, nosnippet, data-nosnippet, and max-snippet, remove it from AI Overviews too. Google’s crawler documentation says the Google-Extended token governs training and grounding for Gemini and does not affect inclusion in Search or in AI Overviews. Blocking it will not keep you out of an Overview; it will not get you into one either.

Google also says an AI Overview appears when its systems judge that one adds value beyond the result list, and that many queries show none. The Index prompts are long, first-person buying questions with a portfolio detail in them, and our hypothesis is that a large share of them return no AI Overview at all in a US desktop result. The ones that do, we expect, will lean on the same PMS-vendor pages and listicles the ChatGPT run consulted. That is a hypothesis until the capture runs.

The Index captures a US, non-personalized desktop Google result for the exact prompt text through a licensed provider, Apify’s Google Search Results Scraper, extracts the AI Overview text and its cited links when one is present, stores the organic top results next to it, and records whether an AI Overview appeared at all. Absence is recorded as “no AI Overview”, not as a zero mention. There is no first-party fallback; if the provider fails, the engine ships as degraded for the edition and the reason is stated.

No AI Overview captures exist for the September 2026 edition; the engine is recorded as missing. No vendor has a Google AI Overviews mention rate yet, and none has a zero.

What the Index does have is the one ChatGPT run in the maintenance category, and it is a fair picture of what a fan-out over a 300-door maintenance question would find. That run, captured through the OpenAI API on 3 September 2026 before ChatGPT capture moved to the app, consulted 124 pages: 38 on reddit.com, 16 on appfolio.com, 12 on buildium.com, then vendor sites and listicles on buildium.com, lula.life, ustechautomations.com, and essentify.ai. Those are the kinds of pages Google’s own index ranks for the sub-searches, and they are where a vendor has to be.

What that implies you should do, in order

First, fix eligibility. Confirm the pages you want linked are indexed, carry no nosnippet or restrictive max-snippet, canonicalize to themselves, and render their text without JavaScript. Google’s URL Inspection tool in Search Console answers all four questions for a single page in a minute. It is boring. Check it anyway.

Second, cover the fan-out. A question like mvn-best-01, “What’s the best maintenance coordination software for a property management company with around 300 doors?”, fans into sub-searches the documentation does not enumerate but which are easy to guess: maintenance coordination software pricing per unit, software that integrates with AppFolio or Buildium, after-hours maintenance call handling, maintenance software for a 300-unit portfolio. Each of those needs a page that can rank on its own. One long page that ranks for none of them is invisible to a fan-out, because the fan-out runs the sub-searches, not the original prompt.

Third, rank in the classic results for those sub-searches. AI Overviews sit on top of Google’s index, and the Index stores the organic top results next to every capture so the overlap between what ranks and what gets linked is visible. A page that is not in the top results for any sub-search has no path into the Overview. The methodology guide on AI Overviews and AI Mode goes into what that overlap looks like as editions accumulate.

Fourth, make the entity unambiguous. Google’s understanding of your company comes from your site and from what agrees with it elsewhere: Crunchbase, LinkedIn, g2.com, capterra.com, the PMS marketplace listings on AppFolio Stack and the Buildium Marketplace. Organization schema on your site, one consistent name, one consistent category description. A company whose Crunchbase entry still says “smart home” while its site says “access control” is two entities to a system that has to pick one.

Fifth, know when to stop. If the capture says “no AI Overview” for most of your category’s prompts, the effort is better spent on ChatGPT and Perplexity, where the same buying question produces a written answer every time. The Index will show you which prompts in your category produced an Overview and which did not. Optimizing for a surface that does not show up on your buyers’ questions wastes a quarter.

What the Audit finds

The Shortlist Audit is $3,500 and takes seven days. It runs the full 25-prompt set for your category across all four engines and returns your position, plainly; the cause, as ranked findings labeled verified, inferred, or hypothesis with evidence links; the source gap, meaning which of the top ten cited sources in your category you are absent from; a 90-day fix scoped to a Sprint; and what we won’t promise, which is rankings, traffic, leads, or revenue. If we can’t name the cause, you don’t pay for implementation.

On the Google AI Overviews column the Audit reports three things per prompt: whether an Overview appeared, which links it carried if it did, and the organic top ten underneath, so you can see how far from the fan-out your pages sit. If most prompts show no Overview, the Audit says so and puts the fix where the answers are. To talk it through first, book a 20-minute call.

The other engine pages are getting your software into ChatGPT’s answers, earning Perplexity’s citations, and getting into Gemini’s grounded answers. All of it rolls up to the Shortlist practice page, and the capture method in full is on the Index methodology page.