Radar · Auto Retail & Aftersales in Maharashtra
Best Auto Retail & Aftersales Companies in Maharashtra, India
The 196 best Auto Retail & Aftersales companies in Maharashtra, India in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Vertelo.
By Riya SenguptaFinancials
196companies tracked
$1.3Bdisclosed funding
0unicorns
32have raised
Ranked: Best Auto Retail & Aftersales companies in Maharashtra
| # | Company | Revenue | Disclosed funding | Last round | Employees | Founded | Founder | Recent signals |
|---|---|---|---|---|---|---|---|---|
| 1 | Bajaj Auto Finance Provider of auto finance services | $8.2B FY2025 | $10M | 243 mo ago | 56,968 | 1987 | Rajeev Jain CEO | — |
| 2 | CarTrade Tech Online marketplace for used cars | $84M FY2025 | $328M | 62 mo ago | 1,140 | 2006 | Vinay Sanghi Founder & CEO & Managing Director | 1 launch |
| 3 | CarTrade App-based used cars listing platform | $84M FY2025 | $247M | 62 mo ago | 1,247 | 2006 | Vinay Sanghi Co-Founder | — |
| 4 | CarWale Online listing platforms that facilitate the sale of second-hand cars | $84M FY2025 | $10M | 148 mo ago | 824 824 → 848 (+3%) | 2003 | Banwari Sharma CEO | — |
| 5 | CarTrade Exchange Operator of an online platform for vehicle auctions and listing services | $84M FY2025 | $13M | 177 mo ago | 1,061 | 2009 | — | — |
| 6 | Auto Hangar Advantage Provider of pre-owned luxury cars | $59M FY2022 | — | — | 411 | 2017 | — | — |
| 7 | Mahindra First Choice Retailer of certified, pre-owned vehicles, providing inspection, warranty, and finance options | $37M FY2025 | $72M | 49 mo ago | 650 | 2007 | Anand Mahindra Founder | — |
| 8 | WheelsEMI Provider of two wheeler loans 64Talent top 28%Market top 29%Funding top 30%Moat top 38% All 9 signals ▾Talenttop 28% Markettop 29% Fundingtop 30% Moattop 38% Growthtop 39% Fin. healthtop 50% Globalbottom 39% Newsbottom 27% Techbottom 15% Talent: 4 named leaders on record · 3 C-suite/founder profiles curated Market: 2,221 employees (top 3% of Fintech) · Revenue ~$36.0M rank vs industry peers · Fliar Intelligence Index 64/100 | $36M FY2025 | $64M | 15 mo ago | 2,221 | 2017 | Srinivas Kantheti Co-Founder & Managing Director | — |
| 9 | Bike Bazaar Online platform for buying and selling two-wheelers 62Moat top 25%Funding top 29%Market top 31%Product top 36% All 10 signals ▾Moattop 25% Fundingtop 29% Markettop 31% Producttop 36% Growthtop 41% Fin. healthtop 48% Techbottom 49% Talentbottom 49% Globalbottom 37% Newsbottom 21% Moat: Top 17% by revenue among 616 tracked Consumer and SME Loans companies · Editorial + unicorn rating 8/10 Funding: Raised $80.9M across 7 rounds · 7 rounds over 6 yrs (1.2/yr) rank vs industry peers · Fliar Intelligence Index 62/100 | $36M FY2025 | $81M | 23 mo ago | 2,276 | 2017 | Srinivas Kantheti Co-founder & Managing Director | — |
| 10 | Amber Provider of extended service contracts for electric vehicle components and systems | $25M FY2025 | $1M | 128 mo ago | — | 2015 | Madhur Gujar Co-Founder & CBO | — |
| 11 | Truebil Online P2P marketplace for used cars | $24M FY2022 | $27M | 81 mo ago | 5 | 2015 | Shanu Vivek ex-Co-Founder & Digital Marketing Head | — |
| 12 | QuickInsure Provider of platform to compare and buy insurance policies online 69Growth top 26%Tech top 28%Moat top 30%Customers top 32% All 12 signals ▾Growthtop 26% Techtop 28% Moattop 30% Customerstop 32% Innovationtop 34% Talenttop 38% Markettop 42% Producttop 45% Fin. healthtop 48% Fundingbottom 42% Globalbottom 32% Newsbottom 18% Growth: Headcount 100 → 188 (+88%) across vintages · Revenue +37% YoY Tech: 41 technologies across 6/8 capability areas · Cloud: Amazon Cloudfront, Amazon S3 rank vs industry peers · Fliar Intelligence Index 69/100 | $14M FY2025 | $2M | 13 mo ago | 188 188 → 257 (+37%) | 2016 | Anand Shrikhande Co-Founder | — |
| 13 | Autobahn Provider of car dealership services | $13M FY2025 | — | 108 mo ago | 203 | 2002 | Harshil Choksey CEO | — |
| 14 | Autobahn Enterprises P Provider of new & used vehicle dealership services | $13M FY2025 | — | — | — | 2013 | Harshil Choksey Managing Director | — |
| 15 | Ajmera Tyres Provider of vehicle wheel repair, tyre fitting, and other services | $4M FY2022 | — | — | 141 | 1968 | Dipesh Ajmera Managing Director | — |
| 16 | CreditMate Collection platform | $2M FY2025 | $3M | 102 mo ago | 3 | 2016 | — | — |
| 17 | Hoora Provider of mobile vehicle cleaning repair and insurance brokerage services 64Growth top 18%Talent top 28%Tech top 30%Moat top 35% All 9 signals ▾Growthtop 18% Talenttop 28% Techtop 30% Moattop 35% Fin. healthtop 45% Fundingbottom 48% Productbottom 45% Marketbottom 41% Globalbottom 32% Growth: Revenue +184% YoY · Fresh capital in last 24 mo Talent: 3 named leaders on record · 3 C-suite/founder profiles curated rank vs industry peers · Fliar Intelligence Index 64/100 | $1M FY2025 | $1M | 12 mo ago | — | 2019 | Harsh Somani Co-Founder & CTO | 6 job openings · 1 launch · 2 partnerships |
| 18 | 2WheelR Online marketplace of second hand vehicles | $1M FY2025 | $110K | 47 mo ago | — | 2019 | Disha Khandelwal Co-Founder | — |
| 19 | Bikes24x7 Online dealer of used and new bikes | $1M FY2025 | $55K | 48 mo ago | — | 2018 | Disha Khandelwal Co-Founder | — |
| 20 | Vertelo Provider of electric vehicle fleet leasing, financing, and charging infrastructure services 42Growth top 14%News top 25%Funding top 30%Talent bottom 49% All 9 signals ▾Growthtop 14% Newstop 25% Fundingtop 30% Talentbottom 49% Techbottom 44% Globalbottom 39% Fin. healthbottom 38% Moatbottom 34% Marketbottom 23% Growth: Revenue +4453% YoY · Web rank 50,000,000 → 10,000,000 YoY News: 5 BI events in 12 mo (of 9 tracked, 4 types) · 4 high-value events (IPO/M&A/funding/contracts) in 12 mo rank vs industry peers · Fliar Intelligence Index 42/100 | $1M FY2025 | $405M | 9 mo ago | 14 14 → 35 (+150%) | 2024 | Sandeep Gambhir CEO | — |
| 21 | Autodukan Provider of car washing, battery, and wind shield cleaning products 37Talent top 28%Growth top 30%News top 41%Funding top 49% All 10 signals ▾Talenttop 28% Growthtop 30% Newstop 41% Fundingtop 49% Techbottom 46% Productbottom 40% Fin. healthbottom 36% Globalbottom 32% Moatbottom 32% Marketbottom 28% Talent: 3 named leaders on record · 3 C-suite/founder profiles curated Growth: Headcount 25 → 28 (+12%) across vintages · Revenue +46% YoY rank vs industry peers · Fliar Intelligence Index 37/100 | $896K FY2025 | $2M | 9 mo ago | 28 28 → 64 (+129%) | 2017 | Sumit Desai Co-Founder & CTO | — |
| 22 | 3D Magic Info-Solutions Offers automotive styling, designing and body development services | $812K FY2025 | — | — | 50 | 2005 | Sandeep Singh Managing Director | — |
| 23 | SparesHub Retailer of automotive service and replacement parts via online platform | $329K FY2025 | $3M | 37 mo ago | 14 | 2013 | Tapas Gupta Co-Founder | — |
| 24 | AUTO i CARE App-based platform that provides roadside assistance services | $234K FY2023 | $275K | 63 mo ago | 19 | 2015 | Shreya Joshi Co-Founder | — |
| 25 | DoSeat Online listing platform for new and used bikes | $159K FY2019 | $621K | 94 mo ago | — | 2015 | Amit Bhartiya Founder & CEO | — |
Top 12 Auto Retail & Aftersales companies in Maharashtra
#1
Series D · Mumbai, Maharashtra · founded 2024 · 14 employees$405Mraised▾
Series D · Mumbai, Maharashtra · founded 2024 · 14 employees
Provider of electric vehicle fleet leasing, financing, and charging infrastructure services. Services include the provision of electric mobility solutions designed to facilitate fleet electrification. Operations encompass the management of charging infrastructure and energy supply, alongside support for vehicle technology performance and fleet digitisation. The business also manages the end of vehicle life processes.
Fliar Intelligence Index™ 42how this company ranks against its industry peers
Growth
top 14%News
top 25%Funding
top 30%Talent
bottom 49%Tech
bottom 44%Global
bottom 39%Growth: Revenue +4453% YoY · Web rank 50,000,000 → 10,000,000 YoY · Fresh capital in last 24 mo
News: 5 BI events in 12 mo (of 9 tracked, 4 types) · 4 high-value events (IPO/M&A/funding/contracts) in 12 mo · Top themes: Funding, Capital raise
Funding: Raised $405M across 1 rounds · 1 rounds over 1 yrs (1.0/yr) · Last round Series D (Aug 2025)
Audience (LinkedIn): 3k LinkedIn followers — 2.7% of this cohort's audience
Activity (LinkedIn): 2 awards announced in 12 mo
Funding rounds
- Aug 2025Series D$405M
Founders & team
Investors
AllianzGI, Australian Ethical Investment, Green Climate Fund
Tech stack
AngularCart FunctionalityCore-JsGoogle AnalyticsGoogle Font ApiHsts
#2
Series D · Pune, Maharashtra · founded 2017 · 2221 employees$63.7Mraised▾
Series D · Pune, Maharashtra · founded 2017 · 2221 employees
Provider of two wheeler loans
Fliar Intelligence Index™ 64how this company ranks against its industry peers
Talent
top 28%Market
top 29%Funding
top 30%Moat
top 38%Growth
top 39%Fin. health
top 50%Talent: 4 named leaders on record · 3 C-suite/founder profiles curated
Market: 2,221 employees (top 3% of Fintech) · Revenue ~$36.0M · Top 17% by revenue among 616 tracked Consumer and SME Loans peers
Funding: Raised $63.7M across 4 rounds · 4 rounds over 9 yrs (0.4/yr) · Last round Series D (Feb 2025)
Audience (LinkedIn): 11k LinkedIn followers — 9.3% of this cohort's audience
Funding rounds
- Feb 2025Series D—
- Mar 2022Series D$32.9M
- Jun 2020Series C$13.8M
- Oct 2018Series B$13.5M
Founders & team
Investors
Womens World Banking, Elevar Equity, Faering Capital, EcoPower, AMP Fitness, Karunakaran Family Trust
Tech stack
PhpYiiBootstrapApache Http ServerJqueryGoogle Font Api
#3
Series D · Pune, Maharashtra · founded 2017 · 2276 employees$80.9Mraised▾
Series D · Pune, Maharashtra · founded 2017 · 2276 employees
Online platform for buying and selling two-wheelers. It provides financing solutions to individuals for purchasing new, used, and electric two-wheelers through its proprietary underwriting tools and hassle-free experience. The company operates in the auto financing space, offering accessible and affordable financing options for customers.
Fliar Intelligence Index™ 62how this company ranks against its industry peers
Moat
top 25%Funding
top 29%Market
top 31%Product
top 36%Growth
top 41%Fin. health
top 48%Moat: Top 17% by revenue among 616 tracked Consumer and SME Loans companies · Editorial + unicorn rating 8/10 · 9 curated direct competitors tracked
Funding: Raised $80.9M across 7 rounds · 7 rounds over 6 yrs (1.2/yr) · Last round Conventional Debt (Jul 2024)
Market: 2,276 employees (top 3% of Fintech) · Revenue ~$36.0M · Top 17% by revenue among 616 tracked Consumer and SME Loans peers
Funding rounds
- Jul 2024Conventional Debt$3M
- Feb 2023Series D$10M
- Sep 2022Conventional Debt$31.4M
- Sep 2022Series D$21.4M
Founders & team
Investors
DEG, Mas Financial Services, Womens World Banking, Faering Capital, Elevar Equity, EcoPower
Tech stack
CdnjsCloudflareCodeigniterCrypto-JsEmotionGodaddy
#4
Seed · Pune, Maharashtra · founded 2017 · 28 employees$1.5Mraised▾
Seed · Pune, Maharashtra · founded 2017 · 28 employees
Provider of car washing, battery, and wind shield cleaning products
Fliar Intelligence Index™ 37how this company ranks against its industry peers
Talent
top 28%Growth
top 30%News
top 41%Funding
top 49%Tech
bottom 46%Product
bottom 40%Talent: 3 named leaders on record · 3 C-suite/founder profiles curated
Growth: Headcount 25 → 28 (+12%) across vintages · Revenue +46% YoY · Web rank 1,000,000 → 500,000 YoY
News: 4 BI events in 12 mo (of 4 tracked, 1 types) · Top themes: Funding
Audience (LinkedIn): 2k LinkedIn followers
Funding rounds
- Sep 2025Seed$1M
- Mar 2025Angel$99.4K
- Aug 2024Seed$220.3K
- Mar 2024Seed$23.9K
Founders & team
Investors
Choice Group, The MetroMax Group, Windrose Capital, Innowyze Global Solutions
Tech stack
CloudflareCloudflare Browser InsightsEmotionGoogle Font ApiGoogle MapsGoogle Tag Manager
#5
Series A · Pune, Maharashtra · founded 2016 · 188 employees$2.1Mraised▾
Series A · Pune, Maharashtra · founded 2016 · 188 employees
Provider of platform to compare and buy insurance policies online. The platform offers options for comparing various insurance plans. It facilitates policy purchases and aims to simplify the insurance buying process. The platform presents key aspects of policies in an easy-to-understand format. It focuses on data privacy and security, storing data in approved data centers. The platform offers customer support for buying policies and claim settlements.
Fliar Intelligence Index™ 69how this company ranks against its industry peers
Growth
top 26%Tech
top 28%Moat
top 30%Customers
top 32%Innovation
top 34%Talent
top 38%Growth: Headcount 100 → 188 (+88%) across vintages · Revenue +37% YoY · Fresh capital in last 24 mo
Tech: 41 technologies across 6/8 capability areas · Cloud: Amazon Cloudfront, Amazon S3 · Devops: Envoy, Nginx
Moat: Top 8% by revenue among 200 tracked Auto E-Commerce & Content companies · Editorial + unicorn rating 4/10 · 9 curated direct competitors tracked
Audience (LinkedIn): 5k LinkedIn followers — 4.5% of this cohort's audience
Funding rounds
- May 2025Angel$3.5M
- Jun 2023Angel$725.5K
- Dec 2022Angel$532.8K
- May 2021Series A$1.1M
Founders & team
Investors
Sachka International, Josh Software, Ace Lifestyle Sports Products
Tech stack
Amazon CloudfrontAmazon S3Amazon Web ServicesCore-JsEmotionFacebook Pixel
#6
Seed · Nagpur, Maharashtra · founded 2019$1.5Mraised▾
Seed · Nagpur, Maharashtra · founded 2019
Provider of mobile vehicle cleaning repair and insurance brokerage services. This business facilitates automotive maintenance through doorstep cleaning and mechanical repair operations. It also functions as an intermediary for insurance products related to motor vehicles. Customers access these services through a digital application interface.
Fliar Intelligence Index™ 64how this company ranks against its industry peers
Growth
top 18%Talent
top 28%Tech
top 30%Moat
top 35%Fin. health
top 45%Funding
bottom 48%Growth: Revenue +184% YoY · Fresh capital in last 24 mo
Talent: 3 named leaders on record · 3 C-suite/founder profiles curated
Tech: 50 technologies across 5/8 capability areas · Cloud: Amazon Cloudfront, Amazon S3 · Observability: Microsoft Clarity
Audience (LinkedIn): 19k LinkedIn followers — 15.6% of this cohort's audience
Hiring (LinkedIn): 6 hiring posts in 12 mo (public) · momentum +6 · hiring: Procurement Manager - China Sourcing (Electronics), Field sales Executive
Activity (LinkedIn): 1 product launches · 2 partnerships (incl. Hoora AI) announced in 12 mo
Funding rounds
- Jun 2025Seed$552K
- Sep 2024Angel$28.7K
- Aug 2024Seed$125.5K
- Jan 2024Seed$63.6K
Founders & team
Investors
Sgrventures, VSure Investment Affairs, Msh Venture, Plutus Capital, Espyventuresfinance, Vertoz
Tech stack
Amazon CloudfrontAmazon S3Amazon Web ServicesAmerican ExpressBootstrapCart Functionality
#7
Public · Mumbai, Maharashtra · founded 2006 · 1140 employees$327.9Mraised▾
Public · Mumbai, Maharashtra · founded 2006 · 1140 employees
Online marketplace for used cars. The company offers users to post, search, sell, and purchase used vehicles.
LinkedIn Pulse recent public activity · Jul 2026
Audience: 8k LinkedIn followers — 7.1% of this cohort's audience
Activity: 1 product launches announced in 12 mo
Funding rounds
- Apr 2021Series H$30.9M
- Jun 2020Series H$42.9M
- Feb 2017Series G$55M
- Apr 2016Series E$5M
Founders & team
Investors
Canaan, Warburg Pincus, Tiger Global Management, Parkwood, MSF Private Equity Fund, Ephiphany Ventures
Tech stack
Amazon Web ServicesBootstrapCart FunctionalityFont AwesomeGoogle AnalyticsGoogle Font Api
#8
Unfunded · Navi Mumbai, Maharashtra · founded 2006 · 1247 employees$247.4Mraised▾
Unfunded · Navi Mumbai, Maharashtra · founded 2006 · 1247 employees
App-based used cars listing platform. The platform lists second hand cars of different models. Users can search using filters such as price range, city, brand, vehicle type, and more. It also allows users to check for road prices, upcoming models, and EMI. The app is available on iOS and Android devices.
Funding rounds
- Apr 2021Series H$25M
- Jun 2020Series H$42.5M
- Feb 2017Series G$55M
- Jan 2016Series E$145M
Founders & team
Investors
Temasek, Marche Capital, Warburg Pincus, MassMutual, Trident Trust, Canaan
Tech stack
Amazon CloudfrontAmazon SesAmazon Web ServicesAws Certificate ManagerBootstrapCart Functionality
#9
Series C · Mumbai, Maharashtra · founded 2007 · 650 employees$72.3Mraised▾
Series C · Mumbai, Maharashtra · founded 2007 · 650 employees
Retailer of certified, pre-owned vehicles, providing inspection, warranty, and finance options. The business offers a selection of used cars across various makes, models, and body types. Services include vehicle inspections, warranty products, and assistance with financing. The company facilitates the buying and selling of used vehicles through its network.
Funding rounds
- Apr 2022Series C$31.7M
- Oct 2021Series C$8.1M
- Oct 2020Series C$1.9M
- Feb 2018Series C$15.5M
Founders & team
Investors
Mahindra, Cox Automotive, Phi Capital, Valiant Capital, Valiant Mauritius Partners FDI, Manheim
Tech stack
Amazon Web ServicesApache Http ServerAws Certificate ManagerBootstrapCdnjsCloudflare
#10
Series A · Pune, Maharashtra · founded 2013 · 14 employees$2.8Mraised▾
Series A · Pune, Maharashtra · founded 2013 · 14 employees
Retailer of automotive service and replacement parts via online platform. The business provides a range of components, including brake systems, engine parts, and clutch and transmission elements. Suspension and steering parts, heating and cooling components, and electrical and lighting products are also available. Body and exhaust parts, cables, and lubricants are offered through the platform.
Funding rounds
- May 2023Series A$145.9K
- May 2022Series A$232K
- Oct 2021Seed$104.2K
- Mar 2021Seed$193.4K
Founders & team
Investors
Lumis Partners, MS Clinical Research, Candy Ventures Lab, Quibus Resources India, Kochi Holdings, Holomua Consulting
Tech stack
Wix EcommerceWixReactGoogle CloudPolyfillLodash
#11
Acquired · Mumbai, Maharashtra · founded 2015 · 5 employees$26.9Mraised▾
Acquired · Mumbai, Maharashtra · founded 2015 · 5 employees
Truebil is an online P2P marketplace to buy & sell used cars. Users can list their cars through the platform after inspection by the company representative. It offers value-added services including paper transfer, car insurance & car loan. Buyers can find the cars they want to buy through the platform & can make an online payment.
Funding rounds
- Aug 2019Series B$1M
- Jan 2019Conventional Debt—
- Jan 2019Series B$14M
- Nov 2018Venture Debt$1.4M
Founders & team
Investors
Shunwei Capital, Kalaari Capital, Tekton Ventures, Kae Capital, Athera, People Group
Tech stack
ReactGoogle OptimizeGoogle AnalyticsLoadable-ComponentsHstsCloudflare
#12
Seed · Pune, Maharashtra · founded 2015 · 18 employees$1.7Mraised▾
Seed · Pune, Maharashtra · founded 2015 · 18 employees
Online platform to book automobile repair and care services. Offers automobile diagnostic solutions, repair, and detailing services through its platform. Users can enroll on the platform and can connect the experts about the issues with their vehicles. Users can also book minor repair, detailing, and care services to avail at their doorstep. Users can also avail of pick and drop facilities for major repairs.
Funding rounds
- Apr 2022Seed$1M
- Jun 2021Seed$198K
- Apr 2020Seed$118.4K
- May 2018Seed$278.3K
Founders & team
Investors
Ga Fund, SP Textworld, Solidarity, Haar Investments, Malpani Ventures
Tech stack
UbuntuBootstrapAmazon Web ServicesApache Http ServerGoogle AdsCloudflare
Funding & investor landscape
$1.3Btotal disclosed funding
27companies funded
95disclosed rounds
0rounds last 90 days
Most active investors
Notable founders
Sandeep Gambhir
CEO · Vertelo
Srinivas Kantheti
Co-Founder & Managing Director · WheelsEMI
Ratheesh Bharathan
Co-Founder · WheelsEMI
Sumit Desai
Co-Founder & CTO · Autodukan
Gunjan Rasiklal
Co-Founder · Autodukan
Anand Shrikhande
Co-Founder · QuickInsure
Gautam Rege
Co-Founder & Director · QuickInsure
Harsh Somani
Co-Founder & CTO · Hoora
Khalid Ansari
Co-Founder · Hoora
Vinay Sanghi
Founder & CEO & Managing Director · CarTrade Tech
Anand Mahindra
Founder · Mahindra First Choice
Ashutosh Sudhakar Pandey
CEO & MD · Mahindra First Choice
Prism market signals · India · country-scoped Prism corpus, 6,245,318 docs
Market landscape — 10 sub-themes by coverage
Share of Auto Retail & Aftersales coverage by sub-theme.
Regulatory-risk over time rising
Funding & growth over time
funding rising · growth rising
Common questions
How many Auto Retail & Aftersales companies are there in Maharashtra, India?
Radar tracks 196 indexable Auto Retail & Aftersales companies headquartered in Maharashtra, India, India, that meet our profile-completeness bar.
What is the total funding raised by Auto Retail & Aftersales companies in Maharashtra, India?
The Auto Retail & Aftersales companies in Maharashtra, India on this list have raised a combined $1.3B in disclosed equity funding across 27 funded companies.
Which is the highest-funded Auto Retail & Aftersales company in Maharashtra, India?
Vertelo is the highest-funded Auto Retail & Aftersales company in Maharashtra, India, with $405M in disclosed equity funding.
How many Auto Retail & Aftersales companies in Maharashtra, India are funded?
27 of the 196 Auto Retail & Aftersales companies in Maharashtra, India on this list have disclosed at least one equity funding round.
How many Auto Retail & Aftersales unicorns are there in Maharashtra, India?
None of the Auto Retail & Aftersales companies in Maharashtra, India on this list currently has a disclosed valuation of $1B or more.
Who are the top investors in Maharashtra, India Auto Retail & Aftersales companies?
The most active investors in Maharashtra, India Auto Retail & Aftersales companies on this list include AMP Fitness, Canaan, Caret Capital, DEG, EcoPower.
Riya SenguptaFinancials
Riya reads income statements for fun. She covers the real money in a sector — revenue, growth, who actually earns — and never met a vague claim she didn't want a number for.