Gemini local search cited a business's own website for roughly 60% of the 14,472 citations in a July 2026 local-services study. That is a strong reason to keep service and location pages accurate. It is not proof of a Gemini ranking factor. Repeated tests also found that sources and recommended businesses changed often, so one result cannot show stable visibility.
For a roofer, HVAC company, plumber, electrician, pest-control company, or cleaner, the business decision is straightforward: strengthen the pages and local facts you control, maintain credible third-party proof, and measure visibility as a pattern. Then ask the only question that pays the crew: did the work produce qualified calls, estimates, and booked jobs?
What Did the Gemini Local Citation Study Find?
On August 6, 2026, local-search agency Steady Demand published its AI Citation Ledger. The team ran 1,487 Gemini queries across 50 U.S. metros and ten local-service categories. The set included plumbers, roofers, HVAC contractors, electricians, locksmiths, pest-control companies, and house cleaners, along with three other local categories.
The questions used three commercial templates, including “best” and “top rated” searches. The study logged citations from Gemini's Google Search grounding metadata and extracted businesses named in the answers. Its published methodology also documented the failed queries, classification rules, and comparison controls.
Local queries
1,487
Across 50 metros and 10 service categories
Citations logged
14,472
From Gemini grounding metadata
Own-site share
~60%
Directional; the study pages report 58.7% to 59.9%
Business websites were the largest source category
Roughly six in ten citations pointed to the local company's own website, more than directories, forums, review sites, and other source categories combined. Search Engine Land's independent coverage of the study highlighted the same practical result: the business website still supplies much of the supporting detail in Gemini's local answers.
That does not mean “publish more pages and Gemini will recommend you.” The original researchers explicitly note that Gemini may choose a business first, then cite its website to verify services, hours, or pricing. Citation share describes the displayed sources in this dataset. It does not reveal a causal ranking formula.
Home-trade source mixes were not identical
Plumbing, HVAC, electrical, and pest-control answers drew from a mix of owned sites, general directories, local-service directories, and community sources. That weakens any universal checklist. A citation source that matters for a roofer in one metro may contribute little to a cleaner or electrician in another.
What Does the Gemini Study Not Prove?
The study is useful because it publishes a query matrix, methodology, controls, and raw data. It is still vendor-led research from an agency that sells local-search services. A careful independent methodology review found three limits contractors should keep attached to the headline.
| The evidence shows | It does not show |
|---|---|
| Which domains Gemini cited in this API-grounded query set | A permanent citation share in the consumer Gemini app |
| Which businesses the extraction pattern recognized in the answers | Every recommendation Gemini made or why it made one |
| How results varied across selected prompts, metros, and rounds | A local ranking factor, conversion lift, or booked-job result |
The July 27-28 collection used gemini-flash-latest through the Gemini API with Google Search grounding. It did not scrape a logged-in consumer session, and the query carried the city and state as text instead of a device location. The business-name parser recognized roughly 70-75% of answers. Those constraints do not erase the pattern; they define where it applies.
The own-site number also moved as the researchers audited domain classifications: one page reports 58.7% after a correction, while the dashboard shows 59.9%. “Roughly 60%” is fair. Quoting a more precise figure would overstate agreement inside the source itself.
Why Is One Gemini Local Result Not a Ranking?
The main dataset compared three different phrasings of the same local need and found about 40% overlap among cited domains. The researchers then ran a smaller identical- prompt experiment: six fixed questions, 72 calls, and four rounds. Back-to-back citation overlap was 46.3%, and the model's own follow-up search strings overlapped only 5.6%.
A separate five-round control made the business impact clearer. Across pairwise round comparisons, Gemini returned the same top recommended business 7.9% of the time. A conventional Google local-pack control returned the same top listing 90.2% of the time. Those percentages measure repeat consistency, not the chance that any one contractor will rank.
| Repeated local result | Same top business | What to report |
|---|---|---|
| Gemini recommendation | 7.9% of pairwise comparisons | A distribution across repeated checks |
| Google local-pack control | 90.2% of pairwise comparisons | A comparatively stable ordered result |
The original grounding-drift experiment suggests the variation begins when Gemini generates fresh search queries, not only when web results change. Independent research from SurfacedBy found the same broad problem across several assistants: its repeated buyer-question study measured 48% citation turnover for Gemini and warned that changing sources do not always mean the top recommendation changed.
That distinction protects the budget. A vendor screenshot showing your company once is an observation. A month of repeated checks can show a visibility pattern. Neither becomes revenue until a homeowner visits, calls, qualifies, receives an estimate, and books.
What Should Contractors Change for Gemini Local Search?
Do not build a separate “Gemini website.” Google's official guidance for AI features in Search says foundational SEO still applies: make important pages crawlable, indexable, helpful, reliable, and eligible for a normal Search snippet. Gemini's consumer app and Google Search AI features are not identical products, but the safe operating work is the same work that strengthens the company's owned search asset.
Five changes to make first
Fix revenue pages before publishing more posts
Make business facts agree everywhere
Replace generic claims with verifiable proof
Earn category-specific third-party evidence
Keep technical SEO boring and correct
How Should a Contractor Test Gemini Local Visibility?
Treat Gemini visibility like a sample, not a position number. The goal is to learn whether the company repeatedly enters the consideration set for commercial questions in its real markets and which accurate pages or third-party sources support those appearances.
Four checks for a repeatable test
Choose questions tied to real jobs
Hold the test conditions
Repeat each prompt
Compare engines separately
If the team needs a broader prompt and entity baseline, use the AI-search brand visibility audit without turning its output into a fabricated market share. The useful output is a repeatable list of gaps and tests.
How Do You Connect Gemini Visibility to Booked Jobs?
Keep four evidence layers separate: appearance, visit, lead, and revenue. A citation proves only that a source was displayed in the checked answer. A referral proves a click reached the website. A qualified lead requires call, form, and CRM evidence. Revenue requires a booked or collected job under a consistent definition.
- VisibilityPrompt, location, engine, company mention, order, citations, and sample size.
- Observed visitReferral source, landing page, session, and conversion event when available.
- Qualified leadService fit, location fit, contact validity, appointment, and estimate status.
- Business resultBooked job, chosen revenue measure, gross profit, and evidence confidence.
The AI-search lead tracking guide shows how to keep Search Console visibility, AI referrals, calls, CRM records, and booked revenue in the right columns. If a homeowner says Gemini influenced the decision but no referral exists, record customer-reported influence. Do not rewrite it as observed referral attribution.
Gemini Local Search FAQ
What does Gemini cite for local searches?
In a July 2026 study of 14,472 Gemini citations, roughly 60% pointed to a local business's own website. That was the largest source category. The result shows where Gemini found supporting information in this test; it does not prove that a website citation caused the business recommendation.
Does a Gemini citation mean the contractor was recommended?
No. A citation is a source attached to an answer. A recommendation is a business named in the answer. Either can change without the other, and neither proves a website visit, qualified lead, or booked job. Contractors should report each stage separately instead of calling every citation a win.
How often do Gemini local search results change?
The study found about 40% cited-domain overlap across three phrasings of the same local question. In a smaller identical-prompt test, back-to-back citation overlap was 46.3%. A separate five-round control found Gemini repeated the same top business in 7.9% of pairwise comparisons, versus 90.2% for Google's local pack.
Should contractors focus on their website or directories for Gemini?
Start with the website and Business Profile because they are owned or directly managed assets, then maintain accurate listings and real community proof. The study found different source mixes by trade and metro, so it does not support buying every directory listing or treating one platform as a universal Gemini tactic.
How should a contractor measure Gemini local visibility?
Use a fixed set of commercial prompts, repeat each prompt, record the date, location, named businesses, and citations, and compare the distribution over time. Keep that visibility report separate from referral visits, qualified calls, appointments, estimates, booked jobs, revenue, and gross profit in the company's CRM.
Hunter Lapeyre
Hunter owns Obieo, a search and lead generation agency for home service companies, and Lapeyre Roofing. He reviews marketing changes by their operating result: qualified opportunities, booked work, and less dependence on rented demand.