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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At a glance
What we observed in this categoryauto-generated
O'Brien Electrical holds rank 1 with a visibility score of 25.0%, which is more than 20 times the category average of 1.2%. Every other tracked brand sits at exactly 0.0% visibility and 0.0% citation, making this a near-monopoly landscape in AI-generated responses. O'Brien Electrical is also the sole brand recorded as a visibility riser, moving from 0.0% to 25.0% in the current period, suggesting its AI presence is recent rather than entrenched.
Despite O'Brien Electrical leading on visibility, its citation rate is 0.0%, identical to all other brands in the category. This means Google AI Mode is naming the brand in responses but not linking back to its domain as a source. No brand in this category has earned a citation, which separates being mentioned by the AI from being trusted enough to reference directly as evidence.
The top cited sources in this category are third-party platforms and directories, including google.com, hipages.com.au, localsearch.com.au, yelp.com, and facebook.com, alongside two specialist electrician domains (alparkerelectrical.com.au and electricpro.com.au) and reviews.birdeye.com. This pattern indicates Google AI Mode is anchoring on aggregator and review platforms rather than individual electrician brand websites when constructing answers about electricians in Bendigo.
Movers & shakers since last refresh
Biggest visibility risers
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O’Brien Electrical 0% → 25% · rank #0 → #1+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
obrienelectrical.com.au
|
25% | 0% | Google AI Mode |
Category leader at 25% visibility — named in roughly 2 of every 8 AI answers. Citation rate of 0% means the brand wins both recommendation and trust. Leads #2 by 25pp. |
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| 2 |
jimselectrical.com.au
|
0% | 0% | Google AI Mode |
25pp behind the leader on visibility but with a similar citation rate (0% vs 0%) — closer to being the AI's trusted source than its top recommendation. |
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| 3 |
metropolitanelectrical.com.au
|
0% | 0% | Google AI Mode |
Metropolitan Electrical Contractors records 0.0% on both visibility and citation, matching ranks 2 through 10 and indicating no differentiation from peers in AI-generated answers. |
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| 4 |
mremergency.com.au
|
0% | 0% | Google AI Mode |
Mr Emergency holds rank 4 with a composite score of 0.0, identical to all brands outside rank 1, despite being a nationally recognised home services operator. |
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| 5 |
servicetoday.com.au
|
0% | 0% | Google AI Mode |
Service Today records 0.0% visibility and 0.0% citation at rank 5, showing no advantage over smaller or more locally focused competitors in this category's AI landscape. |
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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.
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.
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.
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.
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 for electricians in Bendigo?
O'Brien Electrical leads with a visibility score of 25.0% and a composite score of 17.5, placing it significantly ahead of every other tracked brand, all of which sit at 0.0%.
What is the average AI visibility score for electricians in Bendigo?
The category average visibility is 1.2%, pulled up almost entirely by O'Brien Electrical's 25.0%, since 19 of the 20 tracked brands record 0.0%.
Which brands are being cited by Google AI Mode for electricians in Bendigo?
No individual electrician brand in this category has a citation rate above 0.0%, meaning Google AI Mode is not currently linking to any brand's domain as a source in its answers.
What sources does Google AI Mode anchor on when answering queries about electricians in Bendigo?
The top cited sources are directories and review platforms including hipages.com.au, localsearch.com.au, google.com, yelp.com, and facebook.com, alongside alparkerelectrical.com.au, electricpro.com.au, and reviews.birdeye.com.
Has any brand seen a significant change in AI visibility for this category recently?
O'Brien Electrical is the only recorded riser, moving from 0.0% to 25.0% visibility in the current period, a delta of 25.0 percentage points with no brands recorded as fallers.
Is there a gap between which brands are named and which are cited in this category?
Yes, O'Brien Electrical is named in AI responses (25.0% visibility) but has a 0.0% citation rate, showing Google AI Mode mentions the brand without linking to its domain as a source.