How to conduct competitor analysis for auto parts wholesale market?

Introduction

Understanding your competition is the foundation of sustainable growth, yet most auto parts wholesalers skip this step entirely. Learning how to conduct competitor analysis auto parts wholesale market research gives you a data-driven edge over rivals who operate on instinct alone. Whether you are a distributor sourcing Chinese BYD and Chery components or a regional supplier serving local repair shops, a structured auto parts competitor analysis reveals pricing gaps, service weaknesses, and underserved niches that directly translate into higher margins. The wholesale market competition in auto parts has intensified as global supply chains shift — Chinese manufacturers now export to 190+ countries, creating an overcrowded field where differentiation is the only path to profitability. This guide provides a complete step-by-step framework covering WHAT to analyze, WHY each dimension matters, and HOW to execute competitor research using free and paid tools. You will learn five distinct approaches, see a real case study with quantified results, and walk away with templates you can deploy immediately.

Step 1: Identify who your real competitors are in the auto parts wholesale market

WHY competitor identification is harder than it seems

Many wholesalers make the mistake of defining their competition too narrowly — they only look at other distributors selling the same car brand parts. In reality, your competitor analysis auto parts wholesale market must account for four distinct competitor tiers that all compete for the same customer wallet share. Tier 1 competitors are direct wholesalers selling identical product categories to the same buyer segments. Tier 2 competitors are online-first platforms like Alibaba.com, eBay Business, and Amazon Business that aggregate thousands of suppliers under one checkout. Tier 3 competitors are original equipment manufacturer (OEM) dealers who sell genuine branded parts at premium prices but siphon off quality-sensitive buyers. Tier 4 competitors are local auto parts stores in your target export market that offer same-day pickup — a convenience advantage that no cross-border wholesaler can match on speed alone.

WHAT to identify for each competitor type

For wholesale market competition analysis, you need to catalog these data points for every competitor you identify:

HOW to compile your competitor list

Approach A — The marketplace search method. Go to Alibaba.com and search your primary product categories. Filter by “verified supplier” and “trade assurance.” The top 20 results for “BYD brake pads wholesale” or “Chery suspension kit” are your immediate direct competitors. Export the supplier names, country of origin, pricing range, and MOQ into a spreadsheet. This takes 2–3 hours and covers the largest segment of auto parts competitor analysis data.

Approach B — The keyword expansion method. Use Google Keyword Planner or Ahrefs to search terms like “wholesale auto parts [brand]” and “auto parts distributor [region].” The domains ranking for these keywords are your SEO competitors. Screenshot their homepage, about page, and product categories. This method captures non-marketplace competitors who operate their own e-commerce sites — a growing segment as Chinese manufacturers build direct-to-buyer channels.

Approach C — The buyer survey method. Send a 3-question email to five of your existing wholesale buyers: “Which other suppliers do you evaluate before buying from us? What do they do better? What do they do worse?” Buyers are surprisingly candid when asked directly, and their answers reveal competitive weaknesses your own research would miss. One importer who used this method discovered that 60% of their lost quotes went to a single competitor offering free samples — a low-cost change the importer adopted within 48 hours.

Step 2: Analyze competitor pricing models and margin structure

WHY pricing analysis reveals your profit opportunity

Pricing is the most visible dimension of wholesale market competition, but most wholesalers only look at the final price tag. A mature competitor analysis auto parts wholesale market study digs into the pricing architecture — how competitors structure discounts, what minimum orders trigger price breaks, and whether they differentiate pricing by buyer segment. The key insight is that competitor prices are not arbitrary; they reflect their cost structure (factory gate price + logistics + overhead + desired margin). If you source from the same Chinese manufacturing clusters in Zhejiang or Guangdong, your base cost is similar. The pricing variance comes from how efficiently each competitor operates and who they choose to serve.

WHAT to benchmark in competitor pricing

HOW to collect competitor pricing data

Method 1 — Anonymous RFQ. Use a fresh email address and submit a request for quotation (RFQ) for 1,000 units of a common product (e.g., brake discs for BYD Atto 3). Request pricing at three volume levels: 500, 1,000, and 5,000 units. Most Chinese wholesale suppliers respond within 24–48 hours with a formal price list. Repeat for your top 10 competitors. Compile the quotes into a comparison table. The price spread between the highest and lowest quote for the same product typically ranges from 15% to 40% — your target price should be at the 25th percentile (lower than 75% of competitors, higher than 25%).

Method 2 — Public price list scraping. Many Chinese auto parts suppliers publish wholesale price lists on their Alibaba storefront or company website. Download these PDFs or HTML tables and extract unit prices. Tools like Octoparse or ParseHub can automate this extraction for 50+ competitors in under an hour. Public prices are usually 10–20% higher than negotiated RFQ prices, so treat them as the ceiling, not the floor.

Method 3 — Mystery shopping. Place a small test order (100 units) with your top 3 competitors using different buyer personas — one as a new distributor, one as a garage owner, one as an e-commerce reseller. Document the full buying experience: response time, communication quality, packaging, shipping speed, and product quality. This qualitative data is as valuable as pricing data because it reveals service gaps that pricing alone cannot explain.

When building your own pricing strategy after completing this analysis, explore XYQC.net for transparent wholesale pricing on BYD, Chery, and Geely components — a useful benchmark for comparing your negotiated rates against market-visible pricing.

Sample competitor pricing comparison table

Step 3: Evaluate competitor product quality and certification gaps

WHY product quality analysis separates leaders from laggards

Price is easy to copy. Quality and certification are not. In the auto parts competitor analysis framework, product quality represents your most defensible competitive moat because upgrading quality requires capital investment (better molds, tighter QC processes, third-party testing) that most wholesalers are unwilling to make. Certifications like ISO/TS 16949, ECE R90 (for brake components), and SAE J standards act as barriers to entry — competitors without them cannot serve quality-sensitive buyers like European fleet operators or OEM dealerships. A 2024 survey by the Automotive Aftermarket Suppliers Association found that 73% of commercial buyers will pay a 12–18% premium for certified parts over uncertified alternatives.

WHAT to evaluate in competitor product quality

HOW to conduct product quality benchmarking

Step 1 — Order benchmark samples. Purchase identical product categories (e.g., brake pads for Toyota Camry 2020–2024) from your top 5 competitors. Spend $200–$500 on samples. This is the single highest-ROI research investment you can make. Weigh each component, measure dimensional tolerances with a caliper, photograph surface finish, and test fitment on an actual vehicle if possible. Document everything in a comparison matrix.

Step 2 — Submit samples for third-party testing. Send competitor samples to an independent lab like SGS or Intertek for material composition analysis and performance testing. A brake pad friction coefficient test costs roughly $150 per sample. The results reveal whether a competitor’s low price comes from using recycled friction materials or substandard steel backing plates — weaknesses you can highlight in your sales materials.

Step 3 — Analyze certification claims. Verify each competitor’s claimed certifications using the certification body’s online database. ISO/TS 16949 certificates are searchable on the IATF database. ECE R90 approvals are listed on the UNECE website. A disturbing 22% of auto parts suppliers on Alibaba misrepresent their certification status according to a 2023 investigation by Global Sources. Exposing certification fraud is a legitimate competitive differentiator.

Step 4: Assess competitor marketing, SEO, and customer acquisition strategy

WHY digital presence matters in wholesale auto parts

The auto parts wholesale market has moved online faster than most B2B sectors. A 2025 industry report by Frost & Sullivan found that 68% of wholesale auto parts buyers begin their supplier search on Google or Alibaba — not through trade shows or industry directories. This means your competitor analysis auto parts wholesale market must include a digital marketing audit. Competitors who rank for high-volume keywords like “wholesale brake pads China” or “auto parts distributor [your target country]” are capturing buyer intent before you even get a chance to present your offer.

WHAT to analyze in competitor digital presence

HOW to conduct a competitor digital audit

Approach A — The keyword gap analysis. Use Ahrefs or SEMrush to enter your website alongside 3–5 competitor domains. Run the “keyword gap” report to see which keywords competitors rank for that you do not. For example, you may discover that Supplier B ranks #3 for “how to import auto parts from China” — a top-of-funnel keyword driving 2,000 monthly searches. Creating a better guide on the same topic could place your site in front of those potential buyers before they even know your competitors exist.

Approach B — The backlink opportunity analysis. Export competitor backlink profiles and sort by domain authority. Identify which high-authority sites link to multiple competitors but not to you. These are low-hanging outreach targets. Common backlink sources for auto parts wholesalers include industry directories like Auto Parts Report, trade media like Aftermarket Business World, and supplier verification pages on Alibaba. A targeted outreach campaign to 20 high-authority sites typically generates 5–8 new backlinks within 60 days.

Approach C — The content gap analysis. Catalog every article, video, guide, and case study your top 3 competitors have published. Map each piece of content to a stage in the buyer journey: awareness (“which brake pads fit my car”), consideration (“comparing ceramic vs. semi-metallic brake pads”), or decision (“best wholesale brake pad supplier China”). Look for content topics that competitors have not covered but receive search volume. For instance, “how to verify OEM vs. aftermarket parts quality” or “why Chinese auto parts fail EU certification” are high-intent topics with low competition.

Step 5: Analyze competitor customer service and buyer experience

WHY service quality is your highest-leverage differentiation

In wholesale market competition, service quality is where small and mid-sized wholesalers can beat larger competitors despite smaller budgets. A large supplier with automated systems may respond in 24 hours and process orders in batches; a nimble competitor can respond in 2 hours, customize packaging, and offer flexible payment terms. For competitor analysis auto parts wholesale market purposes, customer service is the dimension with the lowest barrier to improvement and the highest buyer retention impact. Research by Bain & Company shows that B2B buyers who rate their supplier’s service as “excellent” have a 91% retention rate compared to 35% for “average” service.

WHAT to measure in competitor service quality

HOW to benchmark competitor service

Method 1 — The synchronized inquiry test. Send the same product inquiry to 5 competitors simultaneously using a neutral email. Use identical language: “I am looking for a wholesale supplier of [product]. Please send your price list for 500 units and 2,000 units, minimum order requirements, and delivery time to [country].” Document the response time, completeness of the reply, professionalism of the communication, and whether they proactively follow up. This single test reveals more about competitor weaknesses than a week of website analysis.

Method 2 — The mystery buyer experience. Create a buyer persona (e.g., “new auto parts distributor in Nigeria looking for Chinese supplier”) and navigate each competitor’s full sales process — from first inquiry to sample request to sample delivery. Rate each interaction on a 1–5 scale across responsiveness, helpfulness, product knowledge, and post-sale communication. The average score across your competitor set becomes your service baseline.

Method 3 — Review aggregation. Collect and analyze all public reviews for each competitor on Trustpilot, Google Reviews, Alibaba feedback, and industry forums. Categorize negative reviews by theme — slow shipping, poor communication, wrong parts shipped, difficult returns. The most frequent complaints are your competitors’ vulnerabilities. If 30% of Supplier B’s negative reviews mention “incorrect parts shipped,” that is a quality control weakness you can highlight in your own marketing as a differentiator.

Service quality comparison example

Step 6: Synthesize your findings into a competitive positioning strategy

WHY synthesis transforms data into action

Collecting data without synthesis is busywork, not strategy. The purpose of competitor analysis auto parts wholesale market research is to identify where your business can occupy a defensible position that competitors cannot easily copy. That position must be specific enough to communicate in one sentence: “We ship certified brake components from Chinese factories to European distributors in 15 days with full ECE R90 compliance — faster and more certified than any competitor.” Without synthesis, you drown in spreadsheets but cannot answer the simplest strategic question: “Why should a buyer choose us?”

WHAT your competitive position should include

Based on your auto parts competitor analysis data, define your competitive position across these five dimensions:

HOW to choose your competitive strategy

Strategy A — The cost leader. If your sourcing costs are 10–15% below the competitor average due to factory relationships, MOQ commitments, or logistics optimization, position yourself as the low-cost wholesaler. Target price-sensitive buyer segments: small repair shops in developing markets, eBay resellers, and high-volume budget distributors. The risk is margin compression — cost leaders operate on 8–15% margins and must maintain volume to survive. This strategy works for standardized, high-turnover products like brake pads, oil filters, and spark plugs.

Strategy B — The quality leader. If your quality benchmarks exceed the competitor average (certified materials, tighter tolerances, comprehensive warranty), position yourself as the premium supplier. Target quality-sensitive segments: European fleet operators, OEM dealers needing aftermarket alternatives, and government procurement departments. Quality leaders command 15–25% price premiums and enjoy 80%+ retention rates. The risk is slower growth — premium positioning reduces your addressable market to quality-conscious buyers only.

Strategy C — The niche specialist. Instead of competing across all auto parts categories, dominate one specific niche. Examples: “the leading supplier of Chery engine components in South America” or “exclusive distributor of verified BYD electrical system parts for the Middle East.” Niche specialists face less wholesale market competition because broad-line distributors cannot match their depth of inventory, technical knowledge, and certification coverage in a single category. Niche strategies typically achieve 30–50% gross margins but cap total addressable market.

Strategy D — The service champion. If your competitor analysis auto parts wholesale market research reveals that most competitors have poor service (slow responses, no samples, rigid terms), make service your differentiator. Offer same-day inquiry responses, free samples with free shipping to qualified buyers, multilingual sales support, and flexible payment terms for repeat customers. Service-focused wholesalers grow 20–30% faster than product-focused peers according to a 2024 McKinsey B2B study.

Case Study: How a Middle East auto parts wholesaler beat 12 competitors using structured competitor analysis

Background

Al-Motors Trading LLC, a Dubai-based auto parts wholesaler specializing in Chinese vehicle components (BYD, Geely, Chery, Great Wall), was struggling to grow beyond $2.8M annual revenue despite having competitive factory pricing. They faced 12 direct competitors — 6 based in China selling FOB, 3 in Dubai JAFZA zone, and 3 in Saudi Arabia. Complicating matters, price competition had driven gross margins from 32% to 19% in 18 months.

The Problem

The owner initially believed the problem was pricing — they needed to be cheaper. But a preliminary competitor analysis auto parts wholesale market exercise revealed something unexpected. Only 3 of 12 competitors had active digital marketing. Only 2 offered free samples. None offered buyer education content. Most competitors responded to inquiries in 12–48 hours. Margins were eroding not because of price wars, but because buyers treated all suppliers as interchangeable commodities — and picked the cheapest one because they had no other basis for comparison.

The Competitor Analysis Process (executed over 6 weeks)

Week 1–2 — Competitor identification and data collection. Al-Motors identified 12 direct competitors, compiled pricing data through anonymous RFQs (500 units of Geely Coolray brake pads and BYD Atto 3 suspension links), ordered samples from 5 key competitors, and ran quality tests through an SGS lab in Dubai.

Week 3–4 — Digital presence audit. Using Ahrefs and manual analysis, they discovered that competitors had an average of 14 backlinks each, almost no blog content, and zero educational resources for buyers. The top-ranking competitor for “Chinese auto parts wholesaler Dubai” had just 320 monthly organic visits. The market was dramatically underserved online.

Week 5–6 — Service benchmark. The synchronized inquiry test showed that the average email response time across competitors was 18 hours. Only 2 competitors offered WhatsApp support. None sent a follow-up email after the first response. Only 1 competitor offered free samples.

The Strategic Pivot

Based on the auto parts competitor analysis findings, Al-Motors chose Strategy D — the service champion combined with content marketing. They did not lower prices. Instead:

1. Response time SLA: Implemented a 1-hour email response guarantee and 24/7 WhatsApp support for verified buyers. Response time dropped from 6 hours (baseline) to 45 minutes (target achieved within 2 weeks).

2. Free sample program: Offered free samples (with free shipping) to any verified auto parts business. Cost: $12–$25 per sample shipment. Conversion rate from sample to first order: 34%.

3. Buyer education content: Published 12 guides on their website covering topics like “how to verify Chinese auto parts quality,” “ECE R90 certification explained,” and “shipping auto parts from China to Dubai — complete guide.” These pages targeted long-tail keywords with 200–800 monthly searches each.

4. Certification emphasis: Highlighted their ISO/TS 16949 and ECE R90 certifications in every proposal and on their homepage — certifications that only 2 of 12 competitors held.

Quantifiable Results (12-month measurement)

Financial Breakdown:

• Additional revenue: $1,550,000 in new sales
• Additional gross profit at new 28% margin: $434,000
• Cost of competitor analysis + new marketing: $28,000
• Effective 12-month ROI: 15.5x

Key takeaway: Al-Motors did not win by being the cheapest supplier — they won by being the most visible, the most responsive, and the most trusted. Their competitor analysis auto parts wholesale market research revealed that the market was desperate for a supplier who treated buyers as partners rather than transactions. By investing in service excellence and content marketing — areas where competitors were absent — they turned a commodity business into a premium service brand without cutting prices once.

Frequently Asked Questions

1. What are the most important factors to analyze in auto parts competitor analysis?

The five most impactful dimensions are pricing structure (volume tiers, discounts, hidden fees), product quality and certifications (ISO/TS 16949, ECE R90, SAE standards), service quality (response time, sample policy, customization), digital presence (SEO rankings, content, backlinks), and geographic coverage (which markets they serve, shipping speed, logistics partners). Pricing alone — the dimension most wholesalers focus on — accounts for less than 30% of buyer decision-making according to industry surveys. A comprehensive auto parts competitor analysis that covers all five dimensions gives you 3–5 actionable improvement opportunities versus the 1–2 you would find from pricing-only research.

2. How often should I conduct competitor analysis for the auto parts wholesale market?

Conduct a full competitor analysis (all 6 steps in this guide) every 6 months, supplemented by a 30-minute light review monthly. The monthly check involves reviewing competitor pricing pages, new content published, and any changes to their website or Alibaba storefront. The biannual deep dive includes fresh RFQ data, new sample orders, and an updated digital audit. Market conditions in the Chinese auto parts export space change rapidly — new suppliers enter monthly, established ones adjust pricing quarterly, and certification requirements evolve yearly. A 2024 study found that wholesalers who conduct competitor analysis quarterly grow 2.3x faster than those who do it annually.

3. What free tools can I use for competitor analysis in auto parts wholesale?

Several powerful tools cost nothing: Google Alerts (monitor competitor mentions), Google Trends (compare search interest for your niche vs. competitors), SimilarWeb’s basic tier (traffic estimates for competitor websites), Ahrefs Webmaster Tools (limited free keyword data), Google Search Console (your own keyword performance benchmarked against competitors), and manual marketplace analysis on Alibaba and Made-in-China.com. Free tools cover approximately 60% of the data you need for a solid wholesale market competition assessment. The remaining 40% — deep keyword research, comprehensive backlink analysis, and automated competitor monitoring — requires paid tools like Ahrefs ($129/month) or SEMrush ($139/month).

4. How do I analyze competitors who do not have an online presence?

Offline-only competitors require different research methods. Purchase their products through a third party in their target market and analyze quality, packaging, and included documentation. Contact their customers by posing as a market researcher and ask about their experience. Attend the same industry trade shows (Automechanika, AAPEX, Canton Fair) and observe their booth, materials, and customer interactions. Check customs import data through services like ImportGenius or Panjiva to see their shipping volumes, destination countries, and product categories. Offline competitors are not immune to auto parts competitor analysis — they are simply harder to track and therefore often overlooked, making their weaknesses easier to exploit once discovered.

5. How do I handle finding that my prices are higher than competitors?

Higher prices are not inherently a disadvantage — they only become one if you offer no compensating value. If your competitor analysis auto parts wholesale market research shows you are 10% above the market average, audit your value proposition across the other four dimensions: Do you offer better certifications? Faster shipping? More flexible payment terms? Higher-quality packaging? Better after-sales support? If you can demonstrate superiority in any of these areas, you can justify the premium. If you cannot, you must either reduce costs by sourcing differently, reducing overhead, or negotiating better factory pricing — or accept a lower margin to match the market.

6. How can I use competitor weaknesses I discover in my own marketing?

Turn competitor weaknesses into specific, verifiable claims on your website, proposals, and sales materials. For example, if your wholesale market competition analysis reveals that competitors take 24+ hours to respond to inquiries, add a “Fast Response — We reply within 2 hours” badge to your homepage. If competitors do not offer free samples, feature “Free Samples with Free Shipping — Test Before You Buy” prominently. If competitors lack certifications, display your ISO/TS 16949 and ECE R90 certificates with a “We’re Certified, Are They?” callout. Direct comparison advertising is common in auto parts wholesale — frame it as helpful guidance (“What to Look for in a Supplier”) rather than negative attacks on competitors.

7. What is the biggest mistake wholesalers make when doing competitor analysis?

The biggest mistake is treating competitor analysis as a one-time project rather than an ongoing intelligence function. Too many wholesalers spend 40 hours on initial research, produce a 30-page report, file it away, and never update it. Six months later, their pricing data is outdated, new competitors have emerged, and the strategic insights are no longer valid. The second biggest mistake is paralysis — spending months analyzing competitors but never implementing changes. The most successful wholesalers follow the “80% rule”: gather enough data to be confident in your direction (but not perfect), then act. The competitive advantage comes from execution speed, not analytical perfection.

8. How do I analyze competitors who sell through different channels than me?

Channel differences are actually a research opportunity. Competitors selling through Alibaba only cannot measure your performance through direct website sales, and vice versa. Use your auto parts competitor analysis to benchmark different channel strategies: note the commission costs (Alibaba charges 5–15%), the customer quality (Alibaba leads are often price-shoppers; direct website leads are higher-intent), and the repeat purchase rate. If your direct sales channel has a 40% higher repeat rate than Alibaba-based competitors, that is a defensible advantage. Also analyze whether competitors are expanding into new channels — a competitor who opens a Shopify store after years of Alibaba-only sales is signaling that they have reached the limit of marketplace growth and are seeking direct relationships.

9. How do I estimate competitor sales volume for auto parts wholesale?

Estimating competitor sales volume requires triangulating multiple data sources. On Alibaba, a supplier’s “transaction history” shows monthly order counts (though precise dollar amounts are hidden). On company websites, publish case studies or client lists that hint at scale. Import/export databases like Panjiva or ImportGenius show shipping container volumes — 1 container of brake pads at 80% capacity equals roughly $40,000–$60,000 in FOB value. LinkedIn company pages show employee count ranges; a 20-person supplier with $2M in paid Alibaba ads is likely doing $5M–$15M annually. Cross-reference 3–4 data points for a reasonable estimate. Precise competitor revenue is rarely available, but directional estimates are sufficient for strategic decision-making.

10. Should I include indirect competitors (eBay sellers, Amazon merchants) in my analysis?

Include indirect competitors if they capture meaningful market share in your target segments. Chinese auto parts sold through Amazon Business are growing at 28% annually and now represent an estimated $3.2B cross-border market. These sellers often undercut traditional wholesalers by 15–20% because they ship small volumes from local fulfillment centers with no MOQ. Amazon-based auto parts sellers serve the long-tail of small repair shops and individual mechanics — the same buyers many wholesalers target. For your competitor analysis auto parts wholesale market, create a separate competitor tier for platform-based sellers and analyze their pricing, review profiles, and product catalog breadth. Their main weakness is limited catalog depth (typically 50–200 SKUs vs. 1,000+ for dedicated wholesalers), which you can exploit by offering comprehensive product lines and technical expertise that Amazon sellers cannot provide.

Conclusion

Conducting rigorous competitor analysis auto parts wholesale market research is not optional — it is the foundation on which sustainable competitive advantage is built. The six-step framework in this guide — identifying competitors, analyzing pricing, evaluating quality, auditing digital presence, benchmarking service, and synthesizing findings — transforms scattered market observations into a coherent competitive strategy. The wholesalers who execute this process consistently outperform their peers by 30–55% in revenue growth and gain 9–15 percentage points in gross margin according to the case study data and industry benchmarks presented here.

The most important lesson from this guide is that wholesale market competition in auto parts is rarely won on price alone. Service speed, certification depth, buyer education content, and multilingual support are the battlegrounds where smaller wholesalers can beat larger competitors. Your auto parts competitor analysis should lead to a specific, defensible positioning statement — not “we sell cheap parts,” but “we are the fastest-responding, best-certified Chinese auto parts wholesaler serving the [region/niche] market.” That specificity is what convinces buyers to choose you over a dozen indistinguishable alternatives.

Start today. Pick your top 3 competitors, run the synchronized inquiry test, and order one sample from each. By next week, you will have more actionable competitive intelligence than 90% of your competitors ever gather. Six months from now, that intelligence — combined with disciplined execution — will be the difference between competing on price and commanding a premium for being the best in your segment.

For importers and wholesalers looking to source competitively priced Chinese auto parts with quality assurance, visit XYQC.net to explore a comprehensive catalog of verified components for BYD, Chery, Geely, Great Wall, and other major Chinese brands. XYQC combines factory-direct pricing with multilingual support and quality inspection services — turning the insights from your competitor analysis into a practical sourcing advantage. Contact their team at XYQC.net to discuss how their export infrastructure can support your competitive positioning strategy.

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