Title Tag: AEO Is Mainstream: What HubSpot's Report Misses for Trades Meta Description: HubSpot's State of AEO report proves AEO is mainstream, but it ignores trades businesses. Here is what plumbers, HVAC, and electricians actually need. Target Keyword: AEO for trades businesses Slug: /blog/aeo-mainstream-hubspot-report-misses-trades

H1: AEO Is Mainstream Now: What HubSpot's State of AEO Report Misses for Trades

HubSpot published its State of AEO in 2026 report in August 2026, and the takeaway is clear: answer engine optimization is no longer a niche tactic. More than half of marketers say their businesses are already optimizing content for answer engines. 72% of consumers plan to use AI for shopping more frequently, per HubSpot's Consumer Trends Report. Buyers arriving from AI answer engines are "much more qualified" by the time they land on a page, according to Amanda Sellers, HubSpot's SEO and AEO Strategist.

AEO is mainstream. That is good news for the category. The problem is that the HubSpot report, like every other major AEO publication this year, talks about AEO as if every business is a SaaS company or a marketing agency. The specific challenges trades businesses face when trying to show up in AI answers are absent from the report entirely.

What the HubSpot Report Gets Right

The report identifies real shifts in search behavior that affect every business, including trades.

Query length is changing. The average traditional search query is 3.37 words. The average ChatGPT prompt is 23 words, with some reaching 2,717 words, per Semrush and The Growth Memo. Homeowners are not typing "plumber near me" into ChatGPT. They are typing "my kitchen sink is leaking and water is pooling under the cabinet, what should I do and who should I call in Bergen County." That kind of conversational, detailed query is where AI search is heading.

Brand perception is shaped before the click. HubSpot's report points out that AI Overviews shape how a brand is perceived before a user ever visits a website. A trades business that is absent from AI answers misses traffic, but more importantly, it misses the chance to be considered at all. An unknown business never gets the opportunity to convert.

AI citations carry authority weight. Being cited by ChatGPT or Perplexity carries a third-party endorsement signal that no paid ad can replicate. For trades businesses, this matters because trust is the entire purchase decision. A homeowner calling a plumber they have never met needs to feel confident, and an AI recommendation provides that confidence layer.

What the HubSpot Report Misses for Trades Businesses

No mention of star-rating thresholds

The HubSpot report does not discuss review ratings as an AI visibility factor. f9 Analytics found that ChatGPT requires a 4.30-star minimum before recommending a business. Perplexity requires 4.10. Gemini requires 3.90. Google Maps still surfaces businesses at 3.50 to 4.00.

For trades businesses, where reviews are the lifeblood of local reputation, this is not a detail. It is the difference between appearing in AI answers and being filtered out before the conversation starts. An independent plumber with 800 reviews and a 4.2 average clears Gemini's bar but not ChatGPT's. No major AEO report has explained this to trades businesses.

No trades-specific data sources

The HubSpot report discusses AI citations broadly but does not break down the specific data sources that matter for local trades businesses. ChatGPT pulls local data through Bing's index, not Google's. Gemini draws directly from Google Business Profile. Perplexity runs fresh web searches on every query.

Each of these has a different implication for a trades business. A plumber who has never claimed a Bing Places listing is invisible to ChatGPT regardless of how strong their Google presence is. A business with an incomplete Google Business Profile loses Gemini visibility. A trades company with no fresh, structured content on their website gives Perplexity nothing to cite.

The HubSpot report treats "AI visibility" as one channel. For trades businesses, it is at least three separate channels with different requirements.

No discussion of the franchise visibility problem

The 5WPR HVAC and Plumbing AI Visibility Index found that 87% of independent HVAC and plumbing contractors have effectively zero AI citation share. National franchises like Roto-Rooter and Mr. Rooter dominate AI answers for plumbing and HVAC queries, not because they are better, but because they have the entity strength and citation footprint that AI engines reward.

An independent plumber with 800 five-star Google reviews and 20 years of local tenure produces less AI citation share than a franchise location with 50 reviews in the same metro. The HubSpot report does not address this structural problem. It assumes the reader is a marketing team at a brand with national reach. Trades businesses are overwhelmingly local, independent, and operating with a fraction of the digital infrastructure that franchises have.

No trades-specific AEO playbook

The report offers general AEO advice: structure content, answer specific questions, use schema markup, maintain consistency across sources. All of that is correct. None of it is specific enough for a plumber, HVAC technician, or electrician to act on without a translator.

What does "structure content" mean for a plumbing company with a 5-page website? What does "maintain consistency across sources" look like when the sources that matter are Bing Places, Yelp, the Better Business Bureau, and trade-specific directories? What does "use schema markup" mean when the business owner has never heard of JSON-LD?

The gap between HubSpot's report and a trades business owner's reality is the gap FirstCall Visibility was built to close.

What Trades Businesses Actually Need from AEO

1. A Bing Places listing, not just a Google Business Profile

ChatGPT pulls local business data through Bing. Bing Places for Business is free, takes 15 minutes, and directly feeds the index ChatGPT uses for local recommendations. Most independent trades businesses have never claimed it.

2. Reviews above 4.3 stars, not just "lots of reviews"

Review volume helps with Google Maps ranking. Review average helps with AI visibility. A business with 800 reviews at 4.2 stars is less visible to ChatGPT than a business with 200 reviews at 4.5 stars. Quality over quantity, for the first time, directly affects AI recommendation eligibility.

3. LocalBusiness schema on the website

Schema markup helps all three AI engines understand what a business does, where it operates, and what services it offers. Content with proper schema has 2.5x higher chance of AI citations, per Stackmatix. Pages with attribute-rich schema are cited at 61.7% vs 41.6% for generic types, per Growth Marshal.

4. Presence on the directories AI engines actually check

AI engines pull from Bing, Yelp, the Better Business Bureau, Foursquare, niche trade directories, and Reddit threads. A trades business that exists only on Google is missing the sources ChatGPT and Perplexity check for local recommendations.

5. Fresh content that answers specific questions

Perplexity runs a live web search on every query. A plumbing company that publishes content answering "what to do about a burst pipe in winter" or "how much does emergency plumbing cost in Bergen County" gives Perplexity something to extract and cite. Answer-shaped content outperforms static service pages for AI visibility.

The Bottom Line

HubSpot's State of AEO report confirms what the data has been showing all year: AEO is real, it is mainstream, and businesses that ignore it are losing visibility. The report is worth reading. But it was not written for a plumber in Bergen County, an HVAC company in Passaic, or an electrician in Essex. It was written for marketing teams at companies with the resources to run full-funnel AEO strategies.

Trades businesses need a version of AEO that starts with a Bing Places listing, a Google Business Profile that is actually complete, reviews that clear the 4.3-star bar, and schema markup that tells AI engines what the business does and where. The principles in the HubSpot report are correct. The execution for trades businesses is different.

Run the free AI visibility audit to see which AI engines are recommending a trades business today and which ones are filtering it out.

FAQ

What is AEO?

AEO stands for Answer Engine Optimization. It is the practice of optimizing a business's online presence so that AI tools like ChatGPT, Gemini, and Perplexity recommend it when potential customers ask questions. HubSpot's 2026 State of AEO report confirms that more than half of marketers are already doing it.

Does the HubSpot AEO report apply to trades businesses?

The principles in the HubSpot report apply to all businesses, but the specific tactics are aimed at marketing teams at SaaS companies and agencies. Trades businesses need a different starting point: Bing Places listings, star ratings above 4.3, LocalBusiness schema, and presence on the directories AI engines check.

Why are 87% of independent contractors invisible to AI?

The 5WPR HVAC and Plumbing AI Visibility Index found that national franchise networks dominate AI citation share for plumbing and HVAC queries. Independent contractors lack the entity strength and citation footprint that AI engines reward, even when they have stronger local reputations and more Google reviews than franchise competitors.

What star rating does a trades business need for AI recommendations?

ChatGPT requires roughly 4.30 stars, Perplexity 4.10, and Gemini 3.90. Google Maps still surfaces businesses between 3.50 and 4.00. For trades businesses, raising an average rating above 4.3 does more for AI visibility than any other single action.

How can a trades business get started with AEO?

Claim a Bing Places listing, complete the Google Business Profile, add LocalBusiness schema to the website, ensure reviews average above 4.3, and publish content that answers the specific questions homeowners ask. Run a free AI visibility audit to see where the gaps are.

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Internal Links

  1. /blog/bing-places-for-plumbers-chatgpt-visibility (pending review, will be /blog/bing-places-for-plumbers-chatgpt-visibility when published)
  2. /blog/how-to-add-localbusiness-schema
  3. /blog/why-google-ranking-doesnt-mean-chatgpt-recommends-you
  4. /blog/how-ai-recommends-local-businesses
  5. /audit (CTA)

Sources

  1. HubSpot State of AEO in 2026: https://offers.hubspot.com/state-of-aeo
  2. HubSpot Blog, "Answer engine optimization trends in 2026": https://blog.hubspot.com/marketing/answer-engine-optimization-trends
  3. HubSpot Consumer Trends Report: https://offers.hubspot.com/consumer-trends
  4. f9 Analytics, "Beyond the Map Pack": https://f9xr.github.io/articles/2026/08/16/how-ai-picks-local-businesses-2026.html
  5. 5WPR HVAC and Plumbing AI Visibility Index 2026: https://www.5wpr.com/research/hvac-plumbing-ai-visibility-index-2026/
  6. The Growth Memo, "Do Google AI Overviews Really Change": https://www.growth-memo.com/p/do-google-ai-overviews-really-change
  7. Semrush, ChatGPT Search Insights
  8. Stackmatix, schema markup AI citation data
  9. Growth Marshal, schema citation rates