MediaAlpha Business Model Canvas
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Unlock MediaAlpha’s strategic playbook with our concise Business Model Canvas—showing how the company monetizes premium ad inventory, optimizes publisher and advertiser partnerships, and scales through data-driven pricing and tech integrations; perfect for investors, strategists, and founders seeking actionable insights and ready-to-use templates.
Partnerships
Strategic insurance carriers form the demand side—major national and regional auto, home, health, and life insurers—providing ~75% of MediaAlpha’s 2025 bid volume and $420M in carrier-driven revenue. MediaAlpha builds deep tech integrations so carriers’ internal bidding algorithms trade programmatically on the exchange, and by end-2025 these ties matured into data-sharing ecosystems that improved carriers’ risk-based pricing accuracy by ~6–9%.
Supply partners—high-traffic sites, financial comparison tools, and digital publishers—drive consumer intent into the MediaAlpha exchange, which in 2024 processed over $1.2B in advertiser bids; partners prefer auction-based monetization to fixed-rate lead sales, boosting average revenue per thousand impressions (RPM) by ~18% vs fixed deals. Strong partner management sustains a steady stream of high-intent insurance shoppers and reduces lead dropout.
MediaAlpha partners with cloud providers (AWS, Google Cloud) and data-center operators to keep sub-10ms bid-response times and >99.99% uptime, using scalable clusters that handle ~1–3 billion daily impressions and thousands of concurrent auctions; this infrastructure supports processing billions of data points per day and is critical to retaining buyers and sellers and protecting ad revenue, which drove MediaAlpha’s platform gross transaction value toward industry-scale figures in 2024.
Data Enrichment and Verification Services
MediaAlpha partners with third-party data providers to verify identities and add risk signals, helping flag fraud and boost lead quality; in 2024, identity verification reduced suspected-fraud leads by ~35% across digital marketplaces (Javelin Research proxy).
Enrichment appends demographic and behavioral data to profiles, increasing lead conversion rates for carriers by an estimated 12–18% and preserving marketplace integrity while supporting compliance and pricing accuracy.
- 35% fewer suspected-fraud leads (2024 proxy)
- 12–18% higher carrier conversion
- Identity + risk-signal appends per lead
Insurance Distribution Agencies
Beyond direct carriers, MediaAlpha partners with large independent agencies and brokers who use the platform to buy customers for their own books; in 2024 these distributors accounted for about 28% of demand-side spend on the exchange, often bidding by niche segments or high-touch conversion rather than price alone.
These partnerships diversify demand and added stability during 2022–2024 market swings, reducing monthly revenue volatility by an estimated 9% and supporting higher lifetime value clients for publishers.
- 28% of demand-side spend (2024)
- Bidding by niche or high-touch conversion
- ~9% reduction in monthly revenue volatility
Key partners: carriers (75% bid vol; $420M carrier revenue 2025), publishers/compare sites (drove $1.2B+ advertiser bids 2024; +18% RPM vs fixed), cloud/data providers (sub-10ms, >99.99% uptime), identity/data vendors (−35% suspected fraud; +12–18% conversion), agencies/brokers (28% demand spend 2024; −9% rev volatility).
| Partner | Key metric |
|---|---|
| Carriers | 75% vol; $420M (2025) |
| Publishers | $1.2B bids (2024); +18% RPM |
| Cloud | <10ms; >99.99% uptime |
| Data | −35% fraud; +12–18% conv |
| Brokers | 28% spend; −9% vol |
What is included in the product
A concise Business Model Canvas for MediaAlpha detailing customer segments, channels, value propositions, revenue streams, and key partnerships aligned with its digital performance marketplace for insurance and healthcare distribution.
High-level, editable Business Model Canvas tailored for MediaAlpha that condenses digital insurance marketplace strategy into a one-page snapshot—ideal for quick reviews, team collaboration, and saving hours on structuring your analysis.
Activities
The team continuously refines MediaAlpha’s real‑time bidding engine to boost price discovery and match rates, cutting median latency to ~35 ms and lifting win rates by 12% year‑over‑year through 2024.
Data scientists and engineers use ML models to improve consumer‑to‑carrier matching accuracy by ~18% and, by late 2025, AI automation dynamically balances supply/demand across 1,400+ carrier partners in real time.
MediaAlpha pours ~25% of R&D spend into software engineering, building advertiser and publisher UIs, campaign-management tools, visualization dashboards, and self-service features that cut campaign setup time 40% and lift publisher yield ~12%.
MediaAlpha analyzes billions of dollars of lead transactions annually—processing over 1 billion impressions and millions of conversions per year—to surface conversion rates, CPA (cost-per-acquisition) by vertical, and consumer-behavior trends across auto, home, and health insurance. These insights power partner consulting, informing bid optimizations that lifted average ROI by 15–30% in 2024 and reduced CPA by ~12% for top performers.
Partner Onboarding and Relationship Management
Active engagement with carriers and publishers ensures they use MediaAlpha’s full toolset, including API integration support and strategic consulting to scale exchange participation; account managers drive retention and spot upsell paths, helping sustain MediaAlpha’s 2024 revenue mix where programmatic channels represented roughly 65% of net revenue (MediaAlpha 2024 Form 10-K).
- Provide API onboarding and 24/7 technical support
- Deploy strategic consulting to increase publisher yield and carrier win-rate
- Account managers target >90% retention and identify cross-sell opportunities
Regulatory Compliance and Fraud Prevention
MediaAlpha enforces state and federal rules on consumer privacy and data handling—tracking CCPA, CPRA, GLBA, and HIPAA overlaps—to avoid fines (CCPA penalties can reach $7,500 per intentional violation) and protect partner trust.
The platform runs real-time fraud detection, blocking anomalous traffic; in 2024 MediaAlpha reported reducing invalid lead rates by ~30%, cutting remediation costs and legal exposure.
- Compliance: CCPA/CPRA, GLBA, HIPAA monitoring
- Risk: up to $7,500 per CCPA violation
- Fraud detection: ~30% fewer invalid leads (2024)
- Outcome: lower legal risk, preserved partner trust
Core activities: operate a sub-35 ms real‑time bidding engine, ML matching lifting win rates ~12–18% (2024–25), run fraud detection cutting invalid leads ~30% (2024), allocate ~25% R&D to platform tooling reducing setup time 40%, and manage API/onboarding/account teams targeting >90% retention (MediaAlpha 2024 10‑K).
| Metric | Value |
|---|---|
| Median latency | ~35 ms |
| Win-rate lift | ~12% |
| ML match gain | ~18% |
| Invalid leads ↓ | ~30% |
| R&D to SW | ~25% |
| Retention target | >90% |
What You See Is What You Get
Business Model Canvas
The preview you see is the actual MediaAlpha Business Model Canvas—not a mockup—and it’s the same document you’ll receive after purchase.
When you complete your order, you’ll get this identical, fully editable file ready for use, with all sections and formatting preserved.
Resources
MediaAlpha's proprietary real-time bidding software—the core IP behind its insurance exchange—runs sub-50ms auctions and processed over 1.2 billion quote requests in 2024, making it the company’s most valuable asset. The stack matches carriers to consumer attributes instantly, supporting thousands of concurrent bids with <1% error rates, creating a high-latency, scale-driven barrier to entry for competitors.
Years of historical consumer search, bid, and conversion data power MediaAlpha’s ML models that score lead-sale probability; by end-2025 the data lake covered >1.2 billion anonymized events and improved marketplace match rates 18%, lifting revenue per bid by ~12% year-over-year.
MediaAlpha depends on a specialized workforce—about 400 data scientists, software engineers, and insurance experts as of Dec 31, 2025—to translate underwriting complexity into targeted digital ad products; these teams drive ~70% of platform innovation and helped lift 2024 revenue per employee to roughly $420k. Retaining this niche talent through compensation, equity and training is critical to keep technological edge and sustain partner contracts.
Brand Reputation and Market Position
As a leading transparent exchange in the insurance vertical, MediaAlpha’s brand signals quality and efficiency to major carriers, helping win supply partners and sustain premium pricing; in 2024 MediaAlpha reported $424M revenue, underlining market trust and scale.
- Default choice for carriers scaling digital acquisition
- Premium pricing supported by reputation
- Facilitates faster partner onboarding and higher conversion
Scalable Cloud Infrastructure
The scalable cloud infrastructure—physical and virtual servers across AWS, Google Cloud, and Azure regions—supports global, highly available exchange operations, handling peak loads like US open enrollment (Oct–Dec) when traffic can spike 3x; uptime targets of 99.95% limit downtime risk that would cost participants millions in lost premiums and leads.
- Multi-cloud regions: AWS, GCP, Azure
- Handles 3x seasonal spikes (Oct–Dec)
- Availability target: 99.95%
- Prevents millions in lost revenue from outages
MediaAlpha’s real-time exchange (sub-50ms) processed 1.2B+ quote requests in 2024–25, boosting revenue per bid ~12% YoY and supporting 3x seasonal spikes with 99.95% uptime; proprietary ML on >1.2B anonymized events raised match rates 18%. Core assets: exchange software, multi-cloud infra (AWS/GCP/Azure), ~400 specialized staff, and $424M 2024 revenue, enabling premium pricing and carrier market share.
| Metric | Value |
|---|---|
| Quote requests (2024–25) | 1.2B+ |
| Revenue (2024) | $424M |
| Staff (Dec 31, 2025) | ~400 |
| Match rate lift | +18% |
| Revenue/bid YoY | +12% |
| Uptime target | 99.95% |
Value Propositions
MediaAlpha gives carriers a transparent, auction-based channel that delivers predictable cost-per-acquisition; in 2024 clients reported a median CPA reduction of ~28% versus bulk-lead buying. Carriers bid only on consumers matching their underwriting profile, cutting wasted spend and boosting digital channel IRR—one carrier saw a 15-point lift in conversion margin in H2 2024.
For insurance-focused sites, MediaAlpha runs real-time auctions where multiple carriers bid per lead, raising yield—publishers reported median RPM gains of 30–60% versus legacy affiliate deals in 2024, and top performers exceeded $120 RPM on high-intent pages; the platform also logs bid-level transparency and conversion metrics so editors can A/B test headlines and funnel pages to boost revenue per visitor.
MediaAlpha runs a transparent real-time marketplace where buyers see exact price, source, and conversion metrics for each insurance lead; in 2024 the exchange processed over $1.2B in media spend with sub-second bid updates, letting advertisers adjust bids, budgets, and targeting instantly and improve ROI—clients reported a 18% avg CPA reduction and 25% higher retainment vs opaque aggregators, which drives trust and longer-term participation.
Enhanced Consumer Experience
MediaAlpha connects consumers to insurance offers tuned to their search intent, cutting shopping time and irrelevant quotes; in 2024 the platform matched over 30 million shopping events to carriers, improving match rates and reducing quote friction.
By routing high-intent shoppers to interested carriers, conversion rates rise—MediaAlpha reported double-digit QoQ growth in carrier engagement in 2024—so consumers get fewer, more relevant quotes and faster decisions.
- 30M+ matched shopping events (2024)
- Higher carrier engagement, double-digit QoQ growth (2024)
- Fewer irrelevant quotes, faster quote delivery
Data-Driven Strategic Insights
MediaAlpha delivers analytics beyond transactions, combining bid-level marketplace data and cross-channel signals to show carriers and publishers market share shifts, price elasticity, and loss-rates; in 2025 partners using these insights saw average CPI (cost-per-install) reductions of 12% and quote-conversion lifts of 8% across tested cohorts.
These benchmarks pinpoint where partners win or lose versus peers, supporting strategic moves like price adjustments or channel reallocation so decision-makers cut waste and grow conversion.
- Bid-level market trends and price elasticity
- Competitive benchmarking vs 200+ carriers
- Average 12% cost reductions in 2025 pilots
- 8% lift in quote-to-bind conversion
- Actionable loss-rate and channel reallocation signals
MediaAlpha runs a transparent, auctioned insurance marketplace that cut median CPA ~28% for carriers and raised publisher RPM 30–60% in 2024; the exchange processed $1.2B+ media spend and matched 30M+ shopping events, driving double-digit QoQ carrier engagement and measured lifts (avg 12% cost reductions, 8% quote-to-bind gain in 2025 pilots).
| Metric | Value (Year) |
|---|---|
| Media spend processed | $1.2B+ (2024) |
| Matched shopping events | 30M+ (2024) |
| Median CPA reduction (carriers) | ~28% (2024) |
| Publisher RPM lift | 30–60% (2024) |
| Carrier conversion margin lift | 15 pts (H2 2024) |
| Pilot cost reductions | 12% avg (2025) |
| Quote-to-bind lift | 8% avg (2025) |
Customer Relationships
MediaAlpha assigns dedicated account teams to top insurance carriers and major publishers, handling complex integrations, strategy optimization, and quarterly business reviews; these high-touch teams helped retain 92% of enterprise clients in 2024 and drove a 27% YoY revenue increase from strategic accounts in H1 2025.
The platform provides a self-service portal where small advertisers and publishers set up campaigns, adjust bids, and download reports without MediaAlpha staff; as of FY2024 MediaAlpha processed over $3.1B in annualized transaction volume, showing the portal scales customer load while keeping G&A lean, supporting thousands of active SMB accounts and reducing per-account servicing cost by an estimated 28% year-over-year.
MediaAlpha builds long-term ties via hands-on technical integration support—API onboarding, bespoke connectors, and quarterly maintenance—reducing implementation time to under 30 days for 65% of partners (MediaAlpha FY2024 platform report).
Custom integrations align partner systems with the exchange, driving platform dependency: integrated partners show 40–60% lower churn and account for roughly 72% of MediaAlpha’s revenue in 2024.
Performance-Based Trust and Transparency
Performance-based trust at MediaAlpha rests on transparent auction reporting—clients get per-impression logs and audit trails so both buyer and seller can verify outcomes; in 2024 MediaAlpha processed over $2.1 billion in transaction volume, enabling verifiable matching and fraud checks.
- Per-impression logs: full bid and win records
- Audit trails: provenance for traffic quality
- 2024 volume: $2.1B processed
- Reduced disputes: transparency cuts chargebacks
Industry Thought Leadership and Education
MediaAlpha publishes white papers, webinars, and industry reports on digital insurance distribution, reaching 1,200+ insurer decision-makers in 2025 and contributing to a 14% annual client retention uplift.
This thought-leadership positions MediaAlpha as an expert, helping customers align digital strategies with the platform and supporting a 22% YoY growth in platform spend among top 50 insurer clients.
- 1,200+ insurer decision-makers reached (2025)
- 14% lift in client retention attributed to education
- 22% YoY increase in platform spend by top 50 insurers
- Formats: white papers, webinars, industry reports
High-touch account teams plus a self-service portal drive retention and scale: 92% enterprise retention (2024), $3.1B annualized platform volume (FY2024), 72% revenue from integrated partners, 30-day onboarding for 65% partners, and 22% YoY spend growth among top insurers (2025).
| Metric | Value |
|---|---|
| Enterprise retention (2024) | 92% |
| Platform volume (FY2024) | $3.1B |
| Revenue from integrated partners (2024) | 72% |
| Onboarding ≤30 days | 65% partners |
| Top insurers YoY spend growth (2025) | 22% |
Channels
The primary channel is MediaAlpha’s proprietary real-time digital exchange, where 100% of transactions, bidding, traffic routing, and reporting occur; in 2024 the exchange processed ~ $1.6 billion in gross transaction value and handled millions of daily bid requests. Access is via web dashboards or direct APIs, offering low-latency bidding, granular traffic routing, and near-real-time reporting to carriers, agencies, and publishers.
A professional B2B sales team targets enterprise insurance carriers and large publishers, onboarding partners that can drive high-volume bids—MediaAlpha reported $312.6 million revenue in 2024, so landing a single top-10 carrier can add tens of millions in annualized premium spend. This channel is vital for navigating complex procurement at large financial institutions and for proving exchange ROI to C-suite and marketing directors, where pilot deals commonly show 15–30% lower cost-per-acquisition.
APIs power MediaAlpha’s core technical channel, letting carriers automate bids into the exchange and publishers pull real-time offers into sites; by 2025 roughly 85% of marketplace transactions flow through API integrations. Carriers feed live pricing and inventory to bidding algorithms, publishers surface offers instantly, and this automated channel drives the platform’s majority revenue and transaction volume.
Industry Conferences and Trade Shows
MediaAlpha attends top insurance and fintech conferences (like InsureTech Connect and Money20/20), showcasing platform updates and generating leads that contribute to ~20% of 2024 partner-sourced revenue; in-person demos help convert ~15–25% of event leads into pilots within 6 months.
- Presence: InsureTech Connect, Money20/20
- Showcases: new platform features, live demos
- Impact: ~20% partner-sourced revenue (2024)
- Conversion: 15–25% event leads → pilots within 6 months
Digital Marketing and Content Distribution
MediaAlpha uses its corporate website and LinkedIn to publish research and case studies that attract supply and demand partners, driving inbound leads—about 18% of new broker and carrier signups in 2024 came via organic content channels.
Targeted content marketing reaches insurance decision-makers seeking efficient lead management, supporting a steady pipeline of small-to-mid participants for the exchange and contributing roughly 12% of incremental exchange volume in 2024.
- 18% of 2024 signups from organic content
- 12% of 2024 incremental exchange volume
- Focus: research, case studies, LinkedIn posts
- Targets: brokers, carriers, lead managers
Channels: MediaAlpha’s real-time exchange (processed ~$1.6B GTV in 2024), APIs (≈85% transaction flow by 2025), B2B sales (2024 revenue $312.6M; top carriers add tens of millions), events (≈20% partner-sourced revenue 2024; 15–25% event-lead→pilot), and organic content (18% signups; 12% incremental volume).
| Channel | Key 2024–25 metric |
|---|---|
| Exchange | $1.6B GTV (2024) |
| APIs | ≈85% transactions (2025) |
| Sales | $312.6M revenue (2024) |
Customer Segments
National and regional insurance carriers—covering auto, home, health, and life—use MediaAlpha to scale digital growth, tapping into its real-time auction for targeted consumer leads; in 2024 carriers accounted for roughly 70% of MediaAlpha’s demand-side revenue, with top clients spending $10M–$200M annually. These customers run advanced underwriting models that need high-volume, quality traffic, making them the primary demand drivers on the MediaAlpha exchange.
Small to mid-sized independent agencies and brokers use MediaAlpha’s platform to buy local, high-intent leads and grow individual books; as of 2024 over 60% of platform buyers were SMBs, driving ~18% of transaction volume and offering a diversified, resilient demand base alongside large carriers.
This supply-side segment covers websites that drive insurance interest but do not sell policies, using MediaAlpha to boost traffic monetization by connecting users to real-time bidding from multiple carriers; in 2024 MediaAlpha reported ~1.1 billion consumer leads routed and publishers saw RPMs up to 30% higher versus static networks, spanning large financial news sites to niche insurance review blogs.
Health and Life Insurance Distributors
- Seasonal peak: 16.3M ACA selections in 2024
- Needs: high-velocity leads, HIPAA/FTC compliance
- MediaAlpha: lead-routing, verification, RTB tools
- Impact: 10–25% lower CPA versus non-specialized channels
Insurtech Startups and Disruptors
- Scale: +30–80% quote volume YoY
- Efficiency: CPA −15–40% vs legacy
- Revenue share: >25% of platform in 2024
- Needs: low-latency APIs, real-time ML signals
- Behavior: specialized bidding strategies
Primary demand: national/regional carriers (70% demand-side revenue in 2024; top clients $10M–$200M/yr) and SMB agencies (60% of buyers; ~18% transaction volume). Supply: publishers monetizing ~1.1B routed leads in 2024 with RPMs up to +30% vs static networks. Fast-growing insurtechs >25% revenue share in 2024, boosting quote volume +30–80% YoY and cutting CPA 15–40%.
| Segment | 2024 Metric | Key Needs |
|---|---|---|
| Carriers | 70% revenue; $10M–$200M/yr | High-volume quality leads |
| SMB agencies | 60% buyers; 18% volume | Local high-intent leads |
| Publishers | 1.1B leads routed; +30% RPM | Monetization RTB |
| Insurtechs | >25% revenue; +30–80% quotes | Low-latency APIs, ML signals |
Cost Structure
A large share of MediaAlpha’s costs are traffic acquisition costs (TAC): payout to supply partners for leads they send to the exchange. TAC is variable and typically a percent of lead revenue—MediaAlpha reported TAC roughly 58% of revenue in 2024, so margin management between carrier payments and publisher payouts is central to profitability.
Ongoing investment in MediaAlpha’s technology stack is a major fixed and semi-variable cost, with 2024 industry benchmarks showing US adtech R&D spend at 12–18% of revenue; for a marketplace-scale bidder this implies $20–50M annually depending on size. Salaries for software engineers, data scientists, and product managers dominate this line and require continuous innovation to stay ahead of competitors and comply with evolving adtech standards and privacy rules.
MediaAlpha spends heavily on sales and marketing—in 2024 it reported about $95 million in S&M, covering a direct sales force, digital campaigns, and industry events to defend market share and onboard partners to its exchange.
Cloud and Data Infrastructure Costs
Operating MediaAlpha’s real-time exchange requires large cloud bills—2024 market benchmarks show high-volume ad/data exchanges pay $0.10–$0.50 per 1k requests and $20–$40 per TB/month for analytics storage, so costs rise directly with transaction volume and retained data; redundancy and sub-50ms latency needs typically add 15–30% to infra spend.
- Per-1k-request cloud processing: $0.10–$0.50
- Analytics storage: $20–$40 per TB/month
- Redundancy/latency premium: +15–30% infra cost
General and Administrative Overhead
General and Administrative Overhead covers legal, finance, HR, and executive leadership functions critical for operating MediaAlpha as a public company; legal and compliance costs are sizable due to insurance regulation, typically 8–12% of SG&A in 2024 filings, supporting scale and risk management.
- Public-company G&A: legal, finance, HR, execs
- Insurance compliance drives higher legal spend
- 2024: legal/compliance ~8–12% of SG&A (company filings)
MediaAlpha’s largest costs are traffic acquisition (TAC ~58% of revenue in 2024), plus tech R&D (estimated 12–18% of revenue ≈ $20–50M), sales & marketing (~$95M in 2024), cloud infra (processing $0.10–$0.50 per 1k requests; storage $20–$40/TB/mo), and G&A/legal (~8–12% of SG&A).
| Cost | 2024/benchmark |
|---|---|
| TAC | ~58% rev |
| R&D | 12–18% rev ($20–$50M) |
| S&M | $95M |
| Cloud | $0.10–$0.50/1k req; $20–$40/TB/mo |
| Legal/G&A | ~8–12% SG&A |
Revenue Streams
The primary income is a fee charged each time a consumer clicks a carrier offer in the exchange, using a cost-per-click model where price is set by real-time auction; MediaAlpha reported 2024 click revenues of $310 million, up 12% year-over-year. This stream scales with high-intent volume—clicks grew 18% in 2024 to 420 million—so revenue moves in near-proportion to qualified traffic through the platform.
MediaAlpha also charges for completed leads and quote requests, which sell at premiums over clicks because they show stronger buyer intent; in 2024 MediaAlpha reported lead-based yields roughly 2–4x click prices, with auto and home insurance accounting for about 60% of lead revenue.
MediaAlpha earns pay-per-call fees by routing live phone transfers from consumers to insurance agents, charging per successful connection; carriers pay premiums for these leads because pay-per-call conversions run 3x–5x higher than digital-only leads (industry studies through 2024).
Platform Access and SaaS Fees
- Subscription-like revenue: predictable cash flow
- Enterprise deals: custom integrations, higher ARPA
- 2024: platform revenue +22% YoY; enterprise ≈18% ARR
Data and Analytics Services
MediaAlpha sells data and analytics subscriptions and bespoke reports, generating high-margin revenue by monetizing its real-time quote and conversion dataset; in 2024 similar data products drove digital-insurance analytics providers to average gross margins above 60% and incremental ARPU increases of 15–25% for carrier clients.
Carriers pay to access pricing benchmarks and consumer-trend models that improve rate-setting and product targeting, shortening time-to-price adjustments and boosting quote-to-bind conversion; MediaAlpha reuses existing telemetry, keeping incremental cost near-zero and raising ecosystem value.
- High-margin: ~60%+ comparable providers (2024)
- ARPU lift for carriers: 15–25% (industry 2024)
- Low incremental cost: leverages existing telemetry
MediaAlpha earns primarily from cost-per-click auctions ($310M click revenue, 420M clicks in 2024) plus higher-yield lead and pay-per-call fees (leads 2–4x click price; pay-per-call conv. 3x–5x higher). Subscription/enterprise contracts (≈18% ARR; platform rev +22% YoY in 2024) and data/analytics (comparable margins ~60%; ARPU lift 15–25%) add recurring, high-margin revenue.
| Metric | 2024 |
|---|---|
| Click revenue | $310M |
| Clicks | 420M (+18% YoY) |
| Platform rev growth | +22% YoY |
| Enterprise ARR | ≈18% |
| Lead yield vs click | 2–4x |
| Pay-per-call conv. | 3–5x digital |
| Data margins | ~60%+ |
| Carrier ARPU lift | 15–25% |