Heat Pump Guide UK Original Research
UK Heat Pump Search Trends & AI Visibility Report 2026
Published: August 2026
How are UK consumers researching heat pumps — and which types of heat-pump content are now being surfaced by generative search?
Heat Pump Guide UK has analysed 709 unique heat-pump-related search terms alongside first-party visibility data from both Google Search Console and Bing Webmaster Tools.
Over the periods analysed, Heat Pump Guide UK recorded 9,290 impressions in Google’s generative AI search features and approximately 5,400 citations across Microsoft’s supported AI experiences.
The two platforms measure different things, so the figures should not be added together. Taken separately, however, they provide an unusually useful view of how specialist UK heating content is being discovered and used across emerging AI search experiences.
• Heat Pump Guide UK
• First-party Google & Microsoft AI visibility data
Key Findings
The research combines three different types of evidence: UK search-demand data, Google generative-search impressions and Microsoft AI citations.
unique UK heat-pump-related search terms analysed
Google generative AI impressions over the three-month report period
Google generative AI impressions recorded in July 2026 alone
Microsoft/Bing AI citations recorded over approximately three months
The clearest pattern
Practical decision-making content performs strongly across Google’s generative search data. Product comparisons, smart-heating suitability, property-specific installation costs and common home-comfort problems all feature among Heat Pump Guide UK’s most visible pages.
The data does not prove that these subjects are universally preferred by AI systems. It shows which Heat Pump Guide UK pages were most frequently surfaced within the first-party datasets analysed.
What Search Data Was Analysed?
The UK search-demand research originally contained 757 keyword rows gathered across five heat-pump research exports.
After duplicate removal, the working dataset contained 709 unique search terms.
| Dataset Measure | Result |
|---|---|
| Original keyword rows | 757 |
| Unique search terms | 709 |
| Duplicate rows removed | 48 |
| Terms appearing across multiple exports | 43 |
| Keywords with at least 500 monthly searches | 42 |
| Keywords with at least 50 monthly searches | 523 |
| Keywords showing zero reported volume | 109 |
| Keywords without volume data | 35 |
The dataset spans homeowner questions, product comparisons, installation costs, running costs, air conditioning, air-to-air heat pumps, commercial systems, industrial applications, refrigerants and heat-pump technology.
Google Generative AI Visibility: 9,290 Impressions in Three Months
Google Search Console’s Generative AI performance report recorded 9,290 impressions for Heat Pump Guide UK across the selected three-month period.
Google defines these impressions as occasions where links to the site were shown to users within supported generative AI features on Google Search.
The report currently includes:
- AI Overviews
- AI Mode
July 2026
Heat Pump Guide UK recorded 4,287 Google generative AI impressions during July alone.
The report is particularly valuable because it provides page-level visibility, allowing us to see which subjects are actually being surfaced within Google’s generative-search experiences.
Which Heat Pump Guide UK Pages Appear Most in Google Generative Search?
The leading pages reveal a broader pattern than heat-pump installation information alone.
| Page | Google Generative AI Impressions | Main Search Need |
|---|---|---|
|
Best Air Source Heat Pumps UK |
2,625 | Product comparison and selection |
|
Best Smart Thermostat for Old Houses |
1,093 | Property-specific heating controls |
|
Heat Pump Cost for a 3-Bed House |
625 | Property-specific installation cost |
|
Heat Pump Cost for a 4-Bed House |
620 | Property-specific installation cost |
|
Why Are My Upstairs Rooms Too Hot? |
568 | Home heating and comfort problem |
|
Daikin vs Mitsubishi Heat Pumps |
524 | Manufacturer comparison |
|
Best Smart Thermostat for Gas Boilers |
346 | Heating-control product selection |
|
Are Smart Thermostats Worth It? |
282 | Purchase-value assessment |
|
Why Is One Room Colder Than the Rest of the House? |
209 | Heating and home-comfort problem |
What the Google Data Suggests
The strongest Google generative-search pages do not belong to a single conventional SEO category.
Instead, they fall into several practical information needs.
Product Selection
Best heat pumps and smart thermostats help users narrow down specific products or technologies.
Property-Specific Costs
Three-bedroom and four-bedroom heat-pump cost guides answer a more precise question than a generic installation-cost page.
Direct Comparisons
Manufacturer-versus-manufacturer content such as Daikin vs Mitsubishi helps users compare competing options.
Real Home Problems
Questions about rooms being too hot or too cold show that generative search visibility extends beyond conventional heat-pump keywords.
The Best Air Source Heat Pumps Guide Is the Clear Google AI Leader
The strongest individual page in the Google dataset was our Best Air Source Heat Pumps UK guide.
It recorded 2,625 generative AI impressions during the selected three-month report period.
That represents approximately 28% of the site’s 9,290 property-level Google generative AI impressions.
This percentage should be treated as an indicative comparison rather than a strict share calculation because Google applies different aggregation rules to property-level and page-level performance data.
Nevertheless, the scale of the difference is clear: the page recorded more than twice the impressions of the second-highest page shown in the report.
Specific Questions Can Outperform Broader Heating Topics
One of the most useful findings is the strength of highly specific content.
For example:
- Best Smart Thermostat for Old Houses recorded 1,093 impressions.
- Why Are My Upstairs Rooms Too Hot? recorded 568.
- Why Is One Room Colder Than the Rest of the House? recorded 209.
These are not broad category pages. They answer narrowly defined problems that a homeowner might naturally describe in conversational language.
This is relevant to generative search because AI interfaces are particularly well suited to longer, more natural-language questions where the user is looking for an explanation rather than simply a list of websites.
Property-Specific Heat Pump Cost Content Is Also Prominent
Two property-size heat-pump cost guides appear close together within the Google data:
- Heat Pump Cost for a 3-Bed House — 625 impressions
- Heat Pump Cost for a 4-Bed House — 620 impressions
The almost identical visibility of these pages supports the case for addressing installation cost in the context homeowners actually use when researching a project.
A homeowner is often less interested in an abstract national average than in questions such as:
- What might a heat pump cost for a house like mine?
- Would a larger house require a larger heat pump?
- Could radiator or cylinder work increase the cost?
- How much difference could a grant make?
Actual costs vary substantially by heat loss, system design, required output, emitter sizing, hot-water requirements and installation complexity, so property size alone should never be used as a firm quotation.
Microsoft/Bing Recorded Around 5,400 AI Citations
The Google figures measure impressions. Microsoft’s Bing Webmaster Tools measures a different signal: citations.
Across the analysed three-month period, Heat Pump Guide UK recorded approximately 5,400 citations within Microsoft’s AI Performance reporting.
The site also averaged approximately nine unique cited pages per day.
Microsoft defines a citation as a website URL displayed as a source within an AI-generated answer across its supported AI experiences.
These currently include Microsoft Copilot, AI-generated Bing experiences and selected partner integrations.
Google Impressions and Microsoft Citations Are Not the Same Metric
The two datasets should not be combined into a single headline number.
| Platform | Metric | What It Measures |
|---|---|---|
| Google Search Console | Generative AI impressions | How often links to Heat Pump Guide UK were shown to users within Google’s supported generative search features. |
| Bing Webmaster Tools | AI citations | How often Heat Pump Guide UK URLs were displayed as sources within supported Microsoft AI-generated answers. |
For that reason, it would be misleading to describe the figures as “14,690 AI appearances”.
The value comes from having separate first-party measurements showing that the site is being surfaced across both major search ecosystems.
What Are Grounding Queries?
Bing Webmaster Tools also exposes samples of grounding queries.
These are phrases used during the retrieval process when an AI system searches for information to support an answer.
The retrieval query therefore does not necessarily have to match the original wording entered by a user.
Traditional Search
A user submits a search and chooses between search results.
AI Search
An AI system can interpret a user’s request, retrieve supporting information and generate a combined answer with cited sources.
This creates a useful additional research layer: traditional keyword data helps reveal what people search for, while grounding information can provide some visibility into how AI retrieval systems identify the information needed to support an answer.
Commercial and Industrial Heat Pumps Form a Separate Search Market
The wider search-demand research also identified a significant body of heat-pump terminology that sits outside conventional homeowner research.
The working dataset contained:
direct commercial heat-pump terms
industrial and process-heat terms
terms within the broader technology and refrigerant category
This supports treating commercial heat pumps as a specialist information area rather than simply scaling up homeowner advice.
A hotel, warehouse, factory or industrial process can involve very different temperatures, loads, operating profiles and design considerations from a residential heat-pump installation.
Consumer Language Does Not Always Match Industry Language
The keyword research also reinforces the importance of terminology.
Consumers do not necessarily describe technology in the same language manufacturers, engineers or policymakers use.
A good example is air-to-air technology.
A reversible split air-conditioning system is effectively an air-to-air heat pump, but a homeowner researching summer cooling may search for phrases such as home air conditioning, air con or split air conditioning rather than air-to-air heat pump.
That is why Heat Pump Guide UK maintains separate resources covering home air conditioning in the UK and air-to-air heat pumps.
What This May Tell Us About AI Search Content
The Google results contain an important pattern.
The pages receiving the strongest generative-search visibility generally do at least one of four things:
- Compare options.
- Quantify a cost for a defined situation.
- Answer a specific household problem.
- Help a user decide whether something is suitable or worthwhile.
That does not mean publishers should manufacture thousands of narrowly targeted pages.
It suggests that useful content should clearly identify the real question being answered and provide sufficient context for the answer to stand on its own.
This also aligns with Microsoft’s guidance that content used by AI systems benefits from clear structure, supporting evidence, depth and up-to-date information.
AI Visibility Is Not the Same as Website Traffic
Another important distinction is that an AI impression or citation does not necessarily result in a website visit.
A user may see enough information inside an AI-generated answer without clicking through to the cited source.
AI visibility therefore needs to be evaluated alongside conventional measures such as:
- organic search impressions;
- organic clicks;
- website sessions;
- return visitors;
- affiliate engagement where relevant; and
- external citations and backlinks.
For publishers, the emerging question is not only whether a page ranks in conventional search, but whether its information is considered useful enough to be retrieved and referenced within AI-generated answers.
Important Google Search Console Data Limitation
Google has reported an ongoing data-logging issue affecting the Generative AI performance report from 13 August 2026.
Google states that the issue causes a decrease in recorded impressions and affects reporting only rather than actual search visibility.
The July figure of 4,287 impressions predates the disclosed issue and is therefore a more suitable completed-month reference point.
What This Research Does Not Prove
AI visibility data is new and should be interpreted carefully.
-
Google impressions are not AI rankings.
They measure eligible link visibility within supported generative search experiences. -
Bing citations are not authority scores.
A citation count does not show ranking, prominence or importance within an answer. -
Google and Bing figures cannot be added together.
They use different metrics and aggregation methods. -
This is not a competitor benchmark.
Comparable first-party AI visibility data for competing UK heat-pump publishers has not been analysed. -
Search volume is estimated.
Keyword tools model demand and should not be interpreted as a precise census of every UK search. -
AI search systems continue to change.
Their retrieval methods, interfaces and reporting tools are still evolving.
Methodology
UK Search-Demand Dataset
Heat Pump Guide UK combined five keyword-research exports covering residential, commercial, industrial and technology-related UK heat-pump searches.
The combined dataset contained 757 rows. After duplicate removal, 709 unique search terms remained.
Terms were reviewed and grouped by subject and intent to identify broader areas of demand. Keyword volumes are treated as estimates rather than exact search counts.
Google Generative AI Data
Google data was taken from the Generative AI performance report within Google Search Console for HeatPumpGuideUK.co.uk using a three-month reporting window.
The report showed 9,290 total generative AI impressions, including 4,287 during July 2026.
Google states that this report currently includes AI Overviews and AI Mode. Property-level totals use property aggregation, while page-level data is grouped by URL.
Google has disclosed a reporting issue affecting generative-AI impression logging from 13 August 2026 onwards, so affected August data may be incomplete.
Microsoft/Bing AI Performance Data
Microsoft data was taken from Bing Webmaster Tools AI Performance reporting for HeatPumpGuideUK.co.uk.
The analysed period recorded approximately 5,400 citations over approximately three months and an average of approximately nine unique cited pages per day.
Bing states that total citations show how often URLs are displayed as sources within supported AI-generated answers and do not indicate ranking, authority or source position.
Rounding and Interpretation
Figures marked as approximately or around are rounded from the available first-party reporting or earlier analysis.
Google generative-AI impressions and Microsoft AI citations are reported separately because they represent different measurements.
How to Cite This Research
Journalists, publishers, manufacturers, researchers and industry organisations are welcome to reference statistics from this report with attribution and a link to the original research.
Suggested attribution
Source: Heat Pump Guide UK, UK Heat Pump Search Trends & AI Visibility Report 2026.
When referencing the AI data, please keep the Google and Microsoft metrics separate. Google figures relate to generative-AI impressions, while Microsoft figures relate to AI citations.
For media enquiries, methodology questions or research collaborations, visit our contact page.
About Heat Pump Guide UK Research
Heat Pump Guide UK is an independent UK information resource covering residential heat pumps, heating controls, home cooling and specialist commercial heat-pump technology.
Alongside practical guides, we analyse search behaviour and emerging AI-search visibility to better understand the questions consumers and industry users are asking about heating technology.
Heat Pump Guide UK does not install heat pumps and does not operate an installer-matching or quotation service.
Research Sources & Further Reading
This report combines Heat Pump Guide UK’s own research with first-party search-platform reporting and documentation.
-
Heat Pump Guide UK:
2026 UK heat-pump keyword research dataset. -
Google Search Console:
Generative AI Performance data for HeatPumpGuideUK.co.uk. -
Google Search Console — Generative AI Performance Report
-
Google Search Console — Data Anomalies
-
Bing Webmaster Tools:
AI Performance data for HeatPumpGuideUK.co.uk. -
Microsoft — Introducing AI Performance in Bing Webmaster Tools
-
Microsoft — Elevating the Role of Grounding on the AI Web
CSS addition
Keep the research-specific CSS from the previous version:
.research-report-page .eyebrow {
font-size: 0.85rem;
font-weight: 700;
text-transform: uppercase;
letter-spacing: 0.06em;
margin-bottom: 0.5rem;
}
.stats-grid {
display: grid;
grid-template-columns: repeat(4, minmax(0, 1fr));
gap: 18px;
margin: 24px 0;
}
.stat-card {
padding: 24px 18px;
border: 1px solid #e3e8ef;
border-radius: 12px;
text-align: center;
background: #fff;
}
.stat-number {
display: block;
font-size: clamp(1.8rem, 4vw, 2.7rem);
font-weight: 800;
line-height: 1.1;
margin-bottom: 8px;
}
.stat-label {
display: block;
font-size: 0.95rem;
line-height: 1.45;
}
@media (max-width: 900px) {
.stats-grid {
grid-template-columns: repeat(2, minmax(0, 1fr));
}
}
@media (max-width: 560px) {
.stats-grid {
grid-template-columns: 1fr;
}
.stat-card {
padding: 20px 16px;
}
}