"Where should I take my car in {city}?" The answer names three shops.
Drivers ask assistants who to trust with a transmission, a check engine light or an EV service before they open Maps. AnswerSignal measures your shop's recommendation share by repair type and vehicle make, and the shops taking those answers today.
- Typical repair order value
- $650
- Value of one retained customer
- 5+ yrs
- To measure your shop
- 60 sec
Typical repair order value
Value of one retained customer
To measure your shop
Every answer that names someone else is a customer you never hear from.
There is no ad slot and no second page. Assistants name a short list, and the businesses on it receive the enquiry.
- Make-specific questions — European, diesel, hybrid, EV — go to shops that publish those specialties.
- Trust questions decide the answer, and your certifications are not written anywhere a model can read.
- Warranty terms and diagnostic pricing are compared inside the answer, not at your counter.
- Nearby towns never name your shop because your service area is implied rather than stated.
The questions we test for auto repair shops
Real buying questions, generated for your city and services, then run against leading assistants. Every business named in every answer is recorded.
Best auto repair shop in {city} for a check engine light?
Who works on European cars in {city}?
Trustworthy transmission repair near {city}?
Where can I get an EV serviced in {city}?
How much is a brake job in {city} and which shop is best?
Diesel truck mechanic in {city}?
What AnswerSignal measures
Repair-type share
Diagnostics, brakes, transmission, electrical and EV service measured as separate questions.
Make and specialty coverage
Whether assistants connect your shop to the vehicle makes you actually specialize in.
Trust signals
Certifications, warranty terms, technician credentials and pricing transparency.
Example report · illustrative auto repair business
Ironline Auto Care — Denver, CO
AI Customer Acquisition Score™
Grade C · 57
24% recommendation share across 44 tested questions
Estimated revenue opportunity: $74,000 / year
Recommendation share
- Front Range Automotive55%
- Mile High Motorworks42%
- Ironline Auto Care (you)24%
- Cherry Creek Auto18%
Top 5 recommended actions
What was observed, why it matters, and what to do — ordered by expected impact.
Publish a page per specialty service
Transmission and EV questions named competitors with dedicated pages.
List certifications and technician credentials
Trust is the primary filter in repair recommendations.
State your warranty in plain text
Warranty terms are quoted directly in comparison answers.
Add AutoRepair schema with hours and service area
Structured data expands the towns that can name your shop.
Add a page for each vehicle make you service
Make-specific questions were the largest missed cluster measured.
How it works
- Step 1
Add your business
Name, website, city and competitors. Thirty seconds.
- Step 2
We read your site
Measured evidence from your pages — never assumptions.
- Step 3
We ask the assistants
Dozens of real auto repair buying questions, run and recorded.
- Step 4
You get the report
Score, competitors and a prioritized action list.
Plans
Start with a free audit. Upgrade to monitor, compare and improve every month.
Starter
See whether AI recommends your business today.
Free
- 1 business profile
- 3 tracked competitors
- Monthly AI recommendation check
- AI Customer Acquisition Score™
- Top 3 recommended actions
Professional
Win more customer questions than your competitors.
$99/month
- 5 business profiles
- 10 tracked competitors
- Weekly AI monitoring
- Competitor intelligence
- AI citation monitoring
- Full growth opportunity roadmap
Agency
Manage a portfolio of client businesses.
$499/month
- White-label reports
- Unlimited businesses
- Team accounts
- Client dashboard
- API access (coming soon)
Enterprise
Multi-market coverage with procurement support.
Custom
- Unlimited markets and locations
- Custom question sets
- SSO and role controls
- Security review support
- Dedicated success manager
Auto Repair Shops: frequently asked questions
See where you stand in AI answers today.
- Free audit
- No credit card
- Results in about 60 seconds