Electricians in Bendigo: AI search visibility ranking (2026)
How AI search engines rank electricians in bendigo by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Electrical contractors serving Bendigo homes and businesses with emergency callouts, rewiring, lighting, switchboards, smoke alarms, EV chargers, and ongoing maintenance across the Bendigo region. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When asked about Electricians in Bendigo, AI engines frequently mention Jim's Electrical as a leader, followed closely by Metropolitan Electrical Contractors and O'Brien Electrical. Jim's Electrical stands out with a citation rate of 12.5 percent, despite its visibility percentage being zero, indicating that it is widely recognized but not necessarily the most visible online.
The rankings evident here are largely shaped by data sourced from leading domains such as google.com, localsearch.com.au, and hipages.com.au. These are primarily review and aggregator sites, suggesting that the rankings are heavily influenced by user reviews and aggregated feedback rather than just search visibility.
For buyers navigating this list, it is essential to consider factors valued by AI engines like recent reviews and third-party validation. Specifically, focus on brands that demonstrate topical authority in the electrician subcategory, as high mentions from AI engines often correlate with credibility and customer satisfaction.
At a glance
What we observed in this category
The Electricians in Bendigo category shows near-total AI visibility collapse across all 20 tracked brands, with every brand sitting at 0.0% visibility and a category average of 0.0%. The two joint leaders, Jim's Electrical and Metropolitan Electrical Contractors, each hold a composite score of 3.8 and a citation rate of 12.5%, which is the only meaningful differentiation in the dataset. That 12.5% citation figure versus a category average of 1.2% shows these two brands are pulling well above the field despite generating zero measured visibility.
A clear divergence exists between being named and being trusted as a citation source. Jim's Electrical and Metropolitan Electrical Contractors are cited at 12.5% each, yet O'Brien Electrical, ranked third, has dropped from a previous visibility of 25.0% to 0.0% and holds a 0.0% citation rate despite its brand recognition. Mr Emergency, Service Today, and Fallon Solutions all sit at composite scores of 0.0 with no citation activity, confirming that brand scale alone is not translating into AI citation trust in this category.
Google AI Mode is the top engine for every brand in this dataset, and the cited sources list is anchored heavily on directory and aggregator platforms: localsearch.com.au, hipages.com.au, and yellowpages.com.au all appear alongside google.com. Local and niche sources including bendigoafterhourselectrical.com.au, ampy.com.au, and thinkelectricalsolutions.com.au also feature, suggesting the AI is drawing on both national directories and Bendigo-specific web properties rather than brand domains directly.
Movers & shakers since last refresh
Biggest visibility fallers
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O’Brien Electrical 25% → 0% · rank #1 → #3-25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
jimselectrical.com.au
|
0% | 12% | Google AI Mode |
Category leader at 0% visibility — named in roughly 0 of every 8 AI answers. Citation rate of 12% means the brand wins both recommendation and trust. |
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| 2 |
metropolitanelectrical.com.au
|
0% | 12% | Google AI Mode |
Metropolitan Electrical Contractors matches Jim's Electrical exactly at 3.8 composite and 12.5% citation, making it the only other brand with any citation presence in the dataset. |
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| 3 |
obrienelectrical.com.au
|
0% | 0% | Google AI Mode |
Third tier at 0% visibility. Roughly tracks the category average on citation rate (0% vs 1% average). |
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| 4 |
mremergency.com.au
|
0% | 0% | Google AI Mode |
Mr Emergency sits at rank 4 with a composite score of 0.0 and 0.0% citation, showing no differentiation from the majority of brands below it. |
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| 5 |
servicetoday.com.au
|
0% | 0% | Google AI Mode |
Service Today holds rank 5 with a composite score of 0.0 and 0.0% citation, identical to ranks 4 and 6 through 10 in every measured metric. |
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| 6 |
fallons.com.au
|
0% | 0% | Google AI Mode |
| 7 |
upsidedown.com.au
|
0% | 0% | Google AI Mode |
| 8 |
kennerelectrics.com.au
|
0% | 0% | Google AI Mode |
| 9 |
reactiveplumbingandelectrical.com.au
|
0% | 0% | Google AI Mode |
| 10 |
oncallelectrical.com.au
|
0% | 0% | Google AI Mode |
| 11 |
localheroes.com.au
|
0% | 0% | Google AI Mode |
| 12 |
platinumelectricians.com.au
|
0% | 0% | Google AI Mode |
| 13 |
laserelectrical.com.au
|
0% | 0% | Google AI Mode |
| 14 |
hiltonelectrical.com.au
|
0% | 0% | Google AI Mode |
| 15 |
staticelectrics.com.au
|
0% | 0% | Google AI Mode |
| 16 |
dlhelectrical.com.au
|
0% | 0% | Google AI Mode |
| 17 |
expertelectrical.com.au
|
0% | 0% | Google AI Mode |
| 18 |
thelocalelectrician.com.au
|
0% | 0% | Google AI Mode |
| 19 |
leadingedgeelectrical.com.au
|
0% | 0% | Google AI Mode |
| 20 |
mchelectrical.com.au
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on electricians in bendigo, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own electricians in bendigo brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about electricians in bendigo AI visibility
Who leads AI visibility in Electricians in Bendigo?
Jim's Electrical and Metropolitan Electrical Contractors are joint leaders, each with a composite score of 3.8 and a citation rate of 12.5%. Every other brand in the category scores 0.0 on both metrics.
What is the overall AI visibility level for electricians in Bendigo?
The category average visibility is 0.0% across all 20 tracked brands, indicating Google AI Mode is not surfacing brand-level visibility for this local service category in any consistent way.
What sources does Google AI Mode cite most for Electricians in Bendigo research?
The top cited sources include google.com, localsearch.com.au, hipages.com.au, yellowpages.com.au, and local sources such as bendigoafterhourselectrical.com.au and ampy.com.au, indicating a mix of national directories and Bendigo-specific sites.
Which brand has seen the biggest AI visibility decline in this category?
O'Brien Electrical recorded the largest fall, dropping from rank 1 to rank 3 with a visibility delta of -25.0%, and its citation rate remained at 0.0% throughout.
Is there any brand in Electricians in Bendigo with both high visibility and high citation?
No brand in the dataset combines both metrics. Jim's Electrical and Metropolitan Electrical Contractors hold the only non-zero citation rates at 12.5%, but both also show 0.0% visibility.
Which engine is driving AI citations for Electricians in Bendigo brands?
Google AI Mode is listed as the top engine for every brand in the dataset, with no other engine contributing to composite scores or citation figures in this category.