AEO for auto repair shop software: AI search visibility ranking
How AI search engines rank auto repair shop software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Shop management software used by automotive repair businesses to manage work orders, inspections, parts, estimates, billing, and customer communication. 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 buyers ask AI engines about Auto repair shop software, AutoLeap consistently leads the conversation. It holds a 25% visibility rate and a 75% citation rate, making it the most frequently mentioned brand. Other top brands that often appear in discussions include Tekmetric and Shopmonkey, which many businesses also consider among the best in the market.
The rankings are primarily based on the sources AI engines pull from, such as youtube.com, reddit.com, and garage360.io. These platforms offer a mix of user reviews, expert insights, and hands-on analyses, giving a comprehensive picture. Aggregator and review sites contribute to these rankings by collating diverse opinions, which means broader perspectives on brand performance.
For a buyer evaluating this list, consider the emphasis AI engines place on recent customer feedback and third-party validation. Pay attention to how each brand is portrayed on platforms like auto-specific forums, which often host detailed reviews and real-world user experiences. This helps gauge how current and relevant the brand's offerings are in the market.
At a glance
What we observed in this category
AutoLeap leads the auto repair shop software category with a composite score of 40.0, nearly double that of second-ranked Tekmetric at 25.0. The gap matters because the category average visibility sits at just 4.4 percent, meaning AutoLeap's 25.0 percent visibility score represents roughly 5.7 times the average. Tekmetric previously held rank one but has fallen, recording a visibility delta of -12.5 and a citation delta of -62.5, making it the steepest faller in the dataset.
A notable divergence between visibility and citation emerges at rank five. Orderry holds zero percent visibility yet carries a 37.5 percent citation rate, producing a composite score of 11.2 and placing it above Shop-Ware, which similarly has zero visibility but a 25.0 percent citation rate. This pattern indicates that AI responses reference these brands as supporting evidence without naming them in direct recommendations, a meaningfully different kind of presence compared to AutoLeap, which scores high on both dimensions.
Google AI Mode is the top engine for every brand in this dataset, suggesting the audit is anchored entirely on that single surface. Among external sources cited in the category, youtube.com and reddit.com appear first, followed by niche outlets including garage360.io and automotive.podium.com. The presence of g2.com in the top cited sources indicates that review aggregator content is feeding AI answers alongside community and video platforms.
Movers & shakers since last refresh
Biggest visibility risers
-
ALLDATA Manage 0% → 12% · rank #5 → #4+12pp
Biggest visibility fallers
-
Tekmetric 38% → 25% · rank #1 → #2-12pp
-
Shopmonkey 38% → 25% · rank #2 → #3-12pp
-
Shop-Ware 12% → 0% · rank #4 → #6-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
autoleap.com
|
25% | 75% | Google AI Mode |
AutoLeap's composite score of 40.0 is 60 percent higher than Tekmetric's 25.0, driven by a citation rate of 75.0 percent that no other brand in the top five matches. |
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| 2 |
tekmetric.com
|
25% | 25% | Google AI Mode |
Tekmetric matches AutoLeap's 25.0 percent visibility but its citation rate of 25.0 percent is one third of AutoLeap's, and it recorded the category's largest citation drop of -62.5 points. |
||||
| 3 |
shopmonkey.io
|
25% | 12% | Google AI Mode |
Shopmonkey holds 25.0 percent visibility, equal to the top two brands, but its citation rate of 12.5 percent is the lowest among the three, compressing its composite score to 21.2. |
||||
| 4 |
alldata.com
|
12% | 12% | Google AI Mode |
ALLDATA Manage is the only rising brand in the dataset, gaining 12.5 visibility points from zero while its citation rate fell by 12.5 points, suggesting newly earned mentions without sustained citation depth. |
||||
| 5 |
orderry.com
|
0% | 38% | Google AI Mode |
Orderry's zero percent visibility paired with a 37.5 percent citation rate is the sharpest visibility-to-citation inversion in the top five, placing it above brands with equal or higher visibility. |
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| 6 |
shop-ware.com
|
0% | 25% | Google AI Mode |
| 7 |
workshopsoftware.com
|
0% | 12% | Google AI Mode |
| 8 |
gem-car.com
|
0% | 0% | Google AI Mode |
| 9 |
mitchell1.com
|
0% | 0% | Google AI Mode |
| 10 |
roapp.com
|
0% | 0% | Google AI Mode |
| 11 |
napatracs.com
|
0% | 0% | Google AI Mode |
| 12 |
rowriter.com
|
0% | 0% | Google AI Mode |
| 13 |
fullbay.com
|
0% | 0% | Google AI Mode |
| 14 |
shopboss.net
|
0% | 0% | Google AI Mode |
| 15 |
protractor.com
|
0% | 0% | Google AI Mode |
| 16 |
web-est.com
|
0% | 0% | Google AI Mode |
| 17 |
autofluent.net
|
0% | 0% | Google AI Mode |
| 18 |
bay-master.com
|
0% | 0% | Google AI Mode |
| 19 |
shopcontroller.com
|
0% | 0% | Google AI Mode |
| 20 |
maxxtraxx.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on auto repair shop software, 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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own auto repair shop software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for auto repair shop software
Who leads AI visibility in auto repair shop software?
AutoLeap leads with a composite score of 40.0 and a citation rate of 75.0 percent, both the highest figures in the category. Its nearest competitor, Tekmetric, scores 25.0 composite with a 25.0 percent citation rate.
What is the average visibility for brands in this category?
The category average visibility is 4.4 percent across 20 brands, and the average citation rate is 10.0 percent. Only three brands, AutoLeap, Tekmetric, and Shopmonkey, exceed 10.0 percent visibility.
Which brand has the biggest gap between citation rate and visibility?
Orderry has zero percent visibility but a 37.5 percent citation rate, the largest such gap in the dataset. Shop-Ware shows a similar pattern with zero visibility and a 25.0 percent citation rate.
What sources does AI cite most for auto repair shop software research?
The top cited sources are youtube.com and reddit.com, followed by niche outlets garage360.io and automotive.podium.com, plus the review platform g2.com. AutoLeap's own domain, autoleap.com, also appears in the cited sources list.
Which brands have lost the most AI visibility recently?
Tekmetric and Shopmonkey each fell 12.5 visibility points, while Shop-Ware dropped two rank positions and lost 12.5 visibility points to reach zero percent. Tekmetric also recorded the largest citation decline at -62.5 points.
Which engine dominates AI citations in this category?
Google AI Mode is the top engine for every brand in the dataset, meaning all visibility and citation data in this audit is attributed to a single engine surface with no recorded contribution from other AI engines.