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iLattice Logo

Automotive

Helping automotive (PVs / CVs/ 2Ws/3Ws/ EVs/ Tractor and farm equipment / auto component manufacturers) & mobility solution providers (auto classifieds & aggregators) to improve their business performance through actionable and data backed insights collected using sophisticated research tools

What we do

Dealer NPS diagnostic
  • How likely is the dealer to stay as channel partner for the OEM?
  • How likely is the dealer to promote the OEM as a preferred partner to other dealers?
  • What are the drivers for dealer loyalty and NPS? 
  • What are the key reasons for becoming a detractor? 
  • Does OEM support in dealer operations such as e-commerce enablement, digital operations etc. play a role to improve dealer NPS? 
  • What are the industry and competitor dealer NPS benchmarks?
  • What is the dealer’s feedback on trade terms provided by the OEM? Are there any areas to improve? 
  • What are the potential triggers that could make the dealer shift to another OEM?
Vendor NPS diagnostic
  • How likely is the vendor to stay as partner for the OEM?
  • How likely is the vendor to promote the OEM as a preferred partner to other vendors/suppliers?
  • What are the drivers for vendor loyalty and NPS?
  • What are the key reasons which could make them a detractor?  
  • Does OEM support in vendor operations such as production enhancement play a role to improve vendor NPS? 
  • What are the industry and competitor NPS benchmarks?
  • What is the vendor feedback on trade terms provided by the OEM? Are there any areas to improve? 
  • What are the potential triggers that could make the vendor shift to another OEM?
Employee NPS diagnostic
  • How likely is the employee to stay with the OEM? For how long?
  • How likely is the employee to promote the OEM as a preferred employer to peers/friends/ex colleagues?
  • Which category/groups by hierarchy have low NPS and are at-risk for the OEM ? e.g., production staff, mid-management etc. and what are the reasons for the same?
  • What are the drivers for employee loyalty and NPS? E.g. healthcare & insurance, leave policy, work life balance etc.
  • Does OEM provide support to the employees to improve their performance?
    E.g. Career development/progression tracks, learning & skill development opportunities etc. Does this play a role to improve employee NPS? 
  • What are the industry and competitor employee NPS benchmarks?
  • What are the potential triggers that could pull down the employee NPS?
Customer NPS diagnostic
  • How likely is the customer to stay as a loyal customer of the OEM?
  • How likely is the customer to promote the OEM to other potential customers?
  • What are the key drivers for customer loyalty and NPS? 
  • What are the key reasons which could make them detractors? 
  • What are the industry and competitor Customer NPS benchmarks?
  • What is the customer feedback on various aspects like product quality, sales process, after sales process & service quality etc.?
  • Which of these potential triggers could lead to potential loss in NPS?
Market potential assessment
  • What is the size of the addressable market (TAM, SAM)?
  • What are the key growth drivers and inhibitors?
  • What are the different customer segments and how does the demand vary across these segments?
  • Who are the key players in the market and what are their offerings?
  • What are the key unaddressed pain points of customers across segments?
  • What are the Government regulations and what is their potential impact on the market?
  • What is the potential business upside/ risk across customer segments? 
  • What are the current and future trends that can impact market potential?
Vehicle features prioritization research
  • What are the current standard and high-end features offered in the vehicle models?
  • What factors impact the prioritization of these features in the vehicle? E.g., Customer demand, government norms, application usage area of vehicles etc.
  • What is the play between the pricing & features and the related prioritization?
  • Which customer profiles are more conscious of which features?
 Auto finance process benchmarking
  • What is the typical Auto finance process at a dealership?
  • Who are the key stake holders in the process & what is the role of each stake holder?
  • What are the loan eligibility criteria for different customer segments? How do they vary across banks?
  • What are the typical issues faced from customer in auto finance process? E.g: Turnaround time in obtaining finance, potential rate of interest offered?  
  • What are the typical interest rates & the EMIs and how do they compare across vehicle models and banks? 
  • What is the typical processing fee and how does it compare across vehicle models and banks? 
  • What are the consideration factors for the dealerships to tie up with banks?
  • What are the criteria for banks to tie up with dealerships for auto retail financing? 
  • What are the documents that the buyer needs to submit for auto finance?
  • What is the typical processing time for document verification, loan approval and loan disbursement?
Competitive benchmarking
  • Who are the key competitors of the OEM? What are their offerings to various market segments?
  • How big are the competition players with respect to – product / application spread, geographic spread (regional/national/international client base), total customer base, sales & revenue by volume and value, Y-o-Y Growth etc. 
  • What are the USPs of the competition products/solution compared to client OEM? 
  • What are the various marketing strategies used by competition OEMs? How do they perform compared to client OEM’s strategies?
  • How do the vendor’s rate the competition? (Vendor NPS)
  • How do the dealer’s rate the competition?  (Dealer NPS)
  • How is the talent pool of the competition? Count of employees, qualifications etc.
  • How does the talent pool rate the competition? (Employee NPS)
Marketing effectiveness
  • What are the current marketing strategies adopted by key competition players?
  • What are the different channels of marketing that are currently engaged? e.g., print media, social media etc.
  • What % of revenue is invested in marketing? 
  • What is the % split of marketing revenue within different channels engaged in?
  • What are the metrics employed to track the effectiveness of the marketing initiatives?
  • What are the new innovative marketing initiatives that the competition is using? 
  • What can be learnt from the competition to improve the client OEM’s marketing engagements and their effectiveness?
Car clinic
  • How many car clinics need to be conducted for the target vehicle model?
  • At which locations should the car clinics be conducted? E.g., Metros only, Metro & Tier 1 cities etc.
  • Who should be invited to be a part of the car clinic and why? E.g., potential customers, industry experts, corporates / institutional buyers or retail users etc.
  • How big should be the area of the car clinic facility? 
  • What are the infrastructural facilities required for conducting the car clinic?
  • How should the responses of the visitors/participants be recorded and analyzed for generating actionable insights?
  • On what parameters should the overall success of the car clinic be measured?
New product launch effectiveness
  • What are the parameters that define an effectiveness of new product launch?
  • How many enquiries are generated for the new product & its contribution to overall enquiries.
  • How many bookings are made of the new product & its contribution to the overall bookings?
  • What has been the rejection ratio (lost customers)?
  • What are the key reasons/areas which are cited by the rejectors? E.g., product design. Product features, product performance, cost of ownership etc.
  • What is the perception of the new product in the customer’s mind?
  • What is the opinion of industry experts on the new product?
  • How does the new product compare with its competition counterparts in design, features, performance etc.
  • What are the key reasons for the success/failure of the new product and what can the OEM learn from it?
Sales mystery shopping
  • What are the SOPs for Sales Process? Are all the sales SOPs followed during a customer visit? 
  • Is infrastructure of the showroom as per the standard SOPs?
  • Is the salesperson aware of customer information if it was previously shared?
  • Does the salesperson do a detailed customer needs analysis? 
  • Are there adequate number of vehicles by models available in the showroom for a test drive? 
  • Are the test drive routes defined in advance? How is the appropriate route decided for the customer? 
  • Does the salesperson provide the customer with a proforma invoice? 
  • Does finance person provide adequate information about financing schemes & options?
  • Does the car valuation person provide the customer with resale value of the car (if applicable)?
  • Is the car delivered as per the promised delivery date? 
  • Is PDI (Pre Delivery Inspection) done for every car before delivery?
  • Does the customer care executive call for post sales feedback?
After sales mystery shopping
  • Does the customer care executive give the customer a service reminder call?
  • Is the option of car pick-up provided (as per guidelines) and implemented?
  • Does the service advisor do a complete check-up of the vehicle with the owner and create detailed job card?
  • Does the service advisor provide the customer with an estimate of the services / spares bill and the estimated time of delivery?
  • Does the service advisor confirm the final amount with the customer along with his approval before servicing the vehicle? 
  • Does the workshop ensure same day delivery or deliver the vehicle in the agreed turnaround time?
  • Is the final billing amount same as confirmed by the service advisor? If not, what is the typical delta?
  • Does the customer care executive call the customer for post service feedback?
Brand tracking / perception analysis
  • Awareness & familiarity - What is the level of awareness of the OEM brand? e.g., Not aware, familiar, highly aware etc.
  • Brand Association - What does the user associate the OEM brand with? E.g., Sturdiness, High Performance etc.
  • Brand Reputation - How does the user rate the reputation of OEM brand with respect to competition? e.g., equal, better etc.
  • Brand Quality - How does the user rate the quality of OEM vehicles with respect to competition?
  • Brand Performance - How does the user rate the performance of OEM vehicles with respect to competition? similar, better etc.
  • Brand Pricing - How does the user rate the OEM vehicles with competition brands with respect to pricing? Very highly priced, competitively priced 
  • Overall perception of Brand - What is the user’s overall perception of OEM brand?
  • Brand promotion & influence - Would the user recommend OEM vehicles to peers?
  • Brand improvement initiatives
  • What are the challenges that users face with OEM vehicles? e.g., Spare part availability, frequent breakdowns, high cost of ownership.
  • What should OEM do to mitigate these challenges?
Category needs assessment
  • What is the typical profile of a vehicle buyer?  Demographics: Age, Gender, Occupation, Education, Income, location etc., Psychographics: Personality, Values, Attitude, Interest, Lifestyle etc., Others - First time owner, repeat buyer, fleet owner etc.

  • What are the customer needs / motivations for vehicle purchase decision? Functional- e.g., ease of travel, less commute time; convenience of personal transport as against other modes; more vehicle space required for family member, Non-functional - e.g., personal image, social status, resale value etc., Occupational - e.g., Transporter business- fleet owner of commercial vehicles

  • What are the considerations for vehicle design selection? i.e., PV- Hatch back, sedan, SUV, CV- tipper, truck, pick up etc? Use cases- - PV (city drive, off roading etc.) CV (application, type of load etc.), Family size, Self-drive v/s Chauffeur or driver etc.

  • What are the operational features considered for purchasing the vehicle? E.g., Mileage, pickup, navigation system, suspension etc.

  • What are the design features considered for purchasing the vehicle? E.g., engine power & torque, sturdiness & built quality, safety features like air bags etc.

  • What are the typical customer anxieties with respect to purchase? E.g., high maintenance cost, spare part availability etc.
Dealer sales comparison
  • What is the average waiting time (variant / model wise) for vehicle delivery and bookings: delivery ratio of vehicles?
  • What is the number of complaints received at call centre and average time taken to resolve by Customer Care manager (CCM) ta dealerships? 
  • What is the attrition rate at dealerships? 
  • What is the marketing spend and the spend as a part of total revenue and average revenue from sales of spares and accessories sold?
  • At what frequency should each of the above metric be tracked?
  • How do the metrics trend across time (month or quarter)across geographies & across various vehicle models?
New dealer need assessment, identification & performance evaluation criteria
  • What is the supply and overall demand estimation for the area/ geography?  
  • How much is the sales potential of the considered area /geography?
  • How many dealers does the competition have in the considered area / geography? 
  • How much sales is collectively done by the competition? 
  • Will there be a business need for appointing another dealer in that area / geography?
  • What is the financial capacity (turnover, revenue and profit trends, net-worth, balance sheet, P&L) of potential players? 
  • Does the potential players have prior experience and skill to run the dealership successfully?  
  • Does the considered player have partnership with any competitor OEM - type of partnership, conflict & exclusivity clauses, payment structure etc.?
After-sales service performance assessment
  • What are the typical operating costs, margins & profits pool available? 
  • What frequency should each metric be tracked at?
  • How do the metrics trend across time (month or quarter), geographies, vehicle models etc.
  • What is the manpower capacity and skills (both technical as well as behavioural) – is it in line with competition? Are there are any major gaps? What is the plan to bridge them?
Vendor identification study
  • How long has been the vendor operational? Who are the current customers (other OEMs) of vendor? How long have been those OEMs associated with this vendor? 
  • What are the various certifications, awards won by vendor? What is the technical competence of the potential vendor players? E.g – Past history of successfully delivery with repeat orders from OEMs 
  • What are the credit limits comfortable to vendor? Is it in line with OEM credit limits? Is there any default reported by vendor? 
  • What is the pedigree of senior management of vendor- track record & reputation in automotive domain? 
  • What is the capacity plan for manpower and labour at vendor end? What is the level of R&D, innovation at vendor end? How sensitive is the management towards continuous improvement and innovating new products? 
  • What is the current product portfolio of vendor? What are the current on-going new products initiatives at vendor end (E.g: R&D, launch of new products planned etc.)  
  • What is the track record of vendor – delivering quality products on time? What are the typical complaint levels registered in past against the vendor?
Unit economics benchmarking
  • What is the typical CAC & LTV of the dealership? What is the margin structure?
  • How do the metrics compare with other dealers (same OEM or competitors)?
  • How does the unit economics respond to change in each of the fixed and variable parameter? What is the degree of sensitivity analysis?
  • What are the initiatives that the dealership should undertake to improve their unit economics? Within the areas impacting the unit economics, where is the competition doing better compared to OEM? 
  • What are the best practices that can be adopted by the OEM to improve unit economics?
Rejecter research
  • What is the typical ratio of lost customers / total enquiries i.e., Rejection Ratio?
  • What are the typical reasons of vehicle rejection by the customers?
  • At what frequency is the rejection ratio tracked? Monthly, Quarterly etc.
  • At which different levels is the rejection ratio tracked? E.g., Dealer, showroom / outlet,  vehicle model / variant etc
  • What is the competition rejection ratio in comparable terms e.g., dealer, geography, comparable car model/variants etc.
  • What are ways to retarget the lost / rejected leads subsequently? What is the engagement process followed to re-connect with lost customers? 
  • What are some of the leading practices followed at dealership level to manage/ track rejector ratio?   
  • What is the competition doing to bring down it’s rejector ratio?
Booking cancellation research
  • What is the typical ratio of # of bookings to # of cancellations?
  • What are the typical reasons for booking cancellations?
  • At which levels is the booking cancellation tracked? E.g., Dealer, showroom/outlet, vehicle model / variant etc
  • What is the competition cancellation ratio in comparable terms e.g., dealer, geography, comparable car model / variants etc.
  • What is the competition / competition dealers doing to bring down their booking cancellation ratio?
Product improvement research
  • What are the current best practices (domestic and international) in each step of the product improvement cycle?
  • What is the typical R&D spend on product improvement, as a part of total revenue and total expenditure?
  • How do OEMs identify the improvement areas? E.g., product trials, customer feedback etc.
  • What is the frequency of product assessment for improvement? 
  • What is the competition doing for product improvement initiatives?
  • What are the current key design features of the product/model of vehicle of the client OEM? -Engine design & power, Quality of build & sturdiness, Safety features like child lock, air bags, Performance features like mileage, pickup etc.
  • How do these features compare with the competition? 
  • Where are the gaps and what are the improvement areas for the client OEM vehicles?
  • How can best practices be incorporated? E.g., manufacturing/ technology/design partnerships etc. 
  • How should the customer feedback be recorded, analyzed & utilized for product improvement?
  • How should the pilot testing of the improved product be conducted and who should be the target audience?
  • What are the typical challenges in Product improvement and what are the solutions to it?

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