Solar installers in Toowoomba: AI search visibility ranking (2026)
How AI search engines rank solar installers in toowoomba 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. Solar installation companies serving Toowoomba households and businesses with rooftop solar, batteries, energy monitoring, system upgrades, and residential or commercial energy projects across the Toowoomba 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
Solahart is the sole brand with any measurable AI visibility in this category, holding a 62.5% visibility score against a category average of just 3.1%. That gap is extreme. Every other tracked brand, including large national players like Origin Energy and AGL, sits at 0.0% visibility and 0.0% composite score. Solahart's dominance is not competitive leadership in a tight field; it is the only brand registering at all in Google AI Mode responses for solar installers in Toowoomba.
Despite Solahart's high visibility, its citation rate is 0.0%, identical to every other brand in the category. This means Google AI Mode names Solahart in generated responses but does not link out to its domain as a source. No brand in this category achieves any citation score, which signals a landscape where AI mentions brands without treating any brand-owned content as a trusted reference. Being named and being cited are entirely separate outcomes here, and no brand has achieved the latter.
The top cited sources in this category are third-party and aggregator platforms, specifically solarquotes.com.au, google.com, reddit.com, facebook.com, electricalsensations.com.au, arcticenergy.com.au, and excelpower.com.au. Google AI Mode appears to anchor its factual grounding on comparison and review sites rather than installer brand domains. Local or niche sources like electricalsensations.com.au and excelpower.com.au appearing in citations suggests the AI is drawing on locally-relevant review and directory content over national brand websites.
Movers & shakers since last refresh
Biggest visibility risers
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Solahart 0% → 62% · rank #0 → #1+62pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
solahart.com.au
|
62% | 0% | Google AI Mode |
Solahart holds a 62.5% visibility score, more than 20 times the 3.1% category average, yet its citation rate remains 0.0%, matching every other brand. |
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| 2 |
originenergy.com.au
|
0% | 0% | Google AI Mode |
Origin Energy ranks second overall but records 0.0% visibility and a 0.0% composite score, meaning it has no current presence in Google AI Mode responses for this category. |
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| 3 |
agl.com.au
|
0% | 0% | Google AI Mode |
AGL sits at rank three with 0.0% visibility and no citations, placing it level with every brand outside Solahart despite its national scale and brand recognition. |
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| 4 |
sunboost.com.au
|
0% | 0% | Google AI Mode |
Sunboost holds rank four but posts 0.0% across all metrics, indistinguishable from the seven brands ranked below it in the top-ten dataset. |
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| 5 |
solaray.com.au
|
0% | 0% | Google AI Mode |
Solaray rounds out the top five with 0.0% visibility and 0.0% citation rate, sharing identical scores with ranks two through ten in this audit snapshot. |
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| 6 |
solargain.com.au
|
0% | 0% | Google AI Mode |
| 7 |
shinehub.com.au
|
0% | 0% | Google AI Mode |
| 8 |
nectr.com.au
|
0% | 0% | Google AI Mode |
| 9 |
infiniteenergy.com.au
|
0% | 0% | Google AI Mode |
| 10 |
arisesolar.com.au
|
0% | 0% | Google AI Mode |
| 11 |
smartenergyanswers.com.au
|
0% | 0% | Google AI Mode |
| 12 |
captaingreensolar.com.au
|
0% | 0% | Google AI Mode |
| 13 |
openelectrical.com.au
|
0% | 0% | Google AI Mode |
| 14 |
1komma5.com.au
|
0% | 0% | Google AI Mode |
| 15 |
halcolenergy.com.au
|
0% | 0% | Google AI Mode |
| 16 |
solarsecure.com.au
|
0% | 0% | Google AI Mode |
| 17 |
energymatters.com.au
|
0% | 0% | Google AI Mode |
| 18 |
emeraldsolar.com.au
|
0% | 0% | Google AI Mode |
| 19 |
greensolartechnologies.com.au
|
0% | 0% | Google AI Mode |
| 20 |
obrienelectrical.com.au
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on solar installers in toowoomba, 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 solar installers in toowoomba 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 solar installers in toowoomba AI visibility
Who leads AI visibility for solar installers in Toowoomba?
Solahart leads with a 62.5% visibility score. No other brand in the tracked set registers above 0.0%.
What is the average AI visibility score across brands in this category?
The category average visibility is 3.1%, which reflects Solahart's 62.5% pulling up an otherwise zero-scoring field of 20 tracked brands.
Which brands are cited as sources by Google AI Mode in this category?
No installer brand domain achieves any citation. The cited sources are third-party platforms including solarquotes.com.au, electricalsensations.com.au, excelpower.com.au, reddit.com, and facebook.com.
Does Solahart being named in AI responses mean it is also cited as a source?
No. Solahart has a 62.5% visibility rate but a 0.0% citation rate, meaning Google AI Mode mentions the brand without linking to or sourcing its domain.
What types of sources does Google AI Mode anchor on for this category?
The data shows Google AI Mode draws primarily from comparison sites like solarquotes.com.au and locally-relevant review or directory pages such as electricalsensations.com.au and arcticenergy.com.au rather than brand-owned installer websites.
How many brands in the top 10 have a non-zero composite score?
Only one, Solahart, with a composite score of 43.8. The remaining nine brands in the top 10 each record a composite score of 0.0.