Amazon Analytics and Reporting Services: What Data Your Agency Should Provide

Your Amazon agency sends a monthly report. Revenue is up 30% year-over-year. Ad impressions grew 40%. Click-through rates are climbing. Everything looks great.

Except you're not more profitable. You don't know why your best-selling product went out of stock last month, or why your competitor suddenly ranks above you for your top search term. The report shows activity, not answers.

If your agency's analytics feel more decorative than operational, you're not alone. Most Amazon agency reporting falls into two traps: it either buries you in raw data without context, or it highlights vanity metrics that look impressive but don't connect to profitability or strategy.

This article lays out what Amazon analytics and reporting should actually include: the weekly snapshots, monthly deep dives, and quarterly business reviews that separate professional agency operations from surface-level account management. These aren't SupplyKick's proprietary methods; these are the standards any competent Amazon agency should meet.

Why Amazon Analytics and Reporting Matter More Than Ever

Amazon's seller platform has added layers of complexity every year since 2020. Brands now manage multiple ad formats (Sponsored Products, Sponsored Brands, Sponsored Display, DSP), navigate Brand Analytics dashboards with dozens of reports, track inventory across FBA capacity limits, and monitor profitability metrics Amazon didn't expose three years ago.

In 2025, Amazon launched its Profit Analytics Dashboard inside Seller Central, giving brand owners direct visibility into revenue, costs, and basic margins. This changed the baseline: agencies can no longer justify black-box reporting when Amazon itself provides P&L transparency. Brand owners now expect their agency to go beyond what Seller Central shows, not just repackage it.

At the same time, Amazon introduced new fees (low-inventory-level fees for understocked products, refined storage fees, updated fulfillment charges) that make inventory management a direct profitability issue. Agencies that report advertising performance without connecting it to inventory health or margin analysis are operating with one eye closed.

Data transparency is now the clearest differentiator between agencies that help brands scale profitably and agencies that spend your budget without accountability. If your reporting doesn't answer "are we making money?" and "what should we do next?", it's not working.

Amazon's Native Reporting Tools Your Agency Should Be Using

Before explaining what an agency should add on top, it helps to know what Amazon provides for free. These tools are available to any Brand Registered seller or vendor, but most brand owners don't have time to log into Seller Central daily and synthesize the data themselves. That's the agency's job.

Amazon Brand Analytics

Brand Analytics is Amazon's most detailed native tool for understanding search behavior and customer patterns. It includes:

Search Analytics: Shows which search terms drive traffic to your products, your share of clicks and conversions versus competitors, and where your products rank in search results. The Search Query Performance dashboard breaks this down by Total Count, Brand Count, and Brand Share at each stage (impressions, clicks, cart adds, purchases).

Consumer Behavior Analytics: Repeat Purchase Behavior shows what percentage of your customers return to buy again. Demographics data reveals age, income, gender, and education breakdowns. Market Basket Analysis identifies which products customers frequently purchase together.

Item Comparison & Alternate Purchase: Tells you the top three products customers view or buy instead of yours, which is critical for competitive positioning and A+ content strategy.

Business Reports

Business Reports live in Seller Central under Reports > Business Reports. They provide traffic and sales data by ASIN:

• Detail Page Views (sessions)
• Unit session percentage (conversion rate)
• Buy Box percentage
• Total sales and units ordered

This is foundational performance data, but it doesn't explain why conversion changed or what to do about it.

Advertising Console Reports

The Advertising Console provides campaign-level data for Sponsored Products, Sponsored Brands, and Sponsored Display:

• Impressions, clicks, spend, sales, ACoS by campaign, ad group, keyword, and target
• Search term reports showing exactly which customer queries triggered your ads
• Placement reports (top of search, rest of search, product pages)

This is where most agencies live, but advertising data in isolation misses the bigger picture: organic performance, profitability, inventory constraints.

FBA Analytics & Inventory Reports

Inventory Health reports show:

• FBA stock levels and days of supply
• Aging inventory (how long products have sat in fulfillment centers)
• Stranded inventory (products in FBA but not available for sale)
• Inventory Performance Index (IPI) score, which determines storage limits and fees

Low inventory triggers ranking drops and lost sales. Excess inventory incurs storage fees and aging surcharges. Agencies should track this, not just ad spend.

Profit Analytics Dashboard

Amazon's 2025 addition provides a summary P&L view:

• Revenue (product sales + ad revenue if applicable)
• Amazon fees (referral, fulfillment, storage)
• Estimated costs of goods sold (if you manually input COGS)
• Estimated net profit

This is useful as a baseline, but it doesn't break out advertising spend separately, doesn't track TACoS (total advertising cost of sale), doesn't account for new-to-brand customer acquisition, and doesn't compare your performance to category benchmarks. That's where an agency should step in.

The 7 Reports Your Amazon Agency Should Deliver

Amazon's native tools give you the raw materials. Your agency's job is to synthesize, contextualize, and connect that data to strategy. Here's what professional agency reporting actually looks like.

Red Flags in Agency Reporting

Not all reporting is created equal. Here's what signals your agency's analytics are more decoration than operation.

Vanity Metrics Only. If your reports are full of impressions, clicks, and traffic growth without connecting those numbers to conversions or profitability, the data is meaningless. Impressions measure visibility, not business outcomes.

No P&L or Margin Visibility. Agencies that never mention profitability are optimizing for their own performance (ad spend and revenue) without accountability for your net margin.

Inconsistent or Late Cadence. Missing weekly reports, monthly reports that arrive two weeks into the next month, or no QBR schedule signals disorganization or lack of internal systems.

No Competitive Context. Reports that only show your numbers in isolation miss the bigger picture. Without Brand Analytics share-of-voice data, you can't tell if a revenue drop is your problem or a category-wide slowdown.

No Action Items. Data dumps without "here's what we're doing about this" sections are useless. Good reporting connects insight to next action.

ACoS Without TACoS. Agencies that only report ACoS miss the bigger picture. TACoS shows whether advertising is driving organic lift or whether your brand is becoming ad-dependent.

No Inventory Integration. Advertising data and inventory data that live in separate reports with no connection create operational blind spots.

No New-to-Brand Metrics. For brands using Amazon DSP or Amazon Marketing Cloud, new-to-brand customer acquisition rate is one of the most important growth metrics.

What Good Amazon Analytics Actually Looks Like

Good reporting isn't about volume of data. It's about relevance, context, and action.

Unified Dashboards. Instead of forcing brand owners to toggle between five different Amazon reports, professional agencies build unified views. A single dashboard might show revenue, advertising performance, inventory health, and competitive position in one place. This synthesis is the value. Amazon gives you the ingredients; the agency assembles the meal.

KPIs That Matter. The metrics that actually drive decisions:

• TACoS (total advertising cost of sale): Are you becoming more or less ad-dependent over time?
• Unit session percentage (conversion rate): Is your listing converting browsers into buyers efficiently?
• Contribution margin: Revenue minus COGS, Amazon fees, and ad spend. Are you actually profitable?
• Organic vs. paid revenue split: Is advertising lifting organic sales, or are you just buying every sale?
• Share of voice: Are you gaining or losing visibility in your top search terms?
• New-to-brand rate: What percentage of sales come from first-time buyers? (Critical for long-term growth.)

Reporting Connected to Strategy. Every data point should answer one of three questions: Is this working? What's changing? What should we do next?

If a report shows TACoS climbing from 10% to 15% over three months, good reporting doesn't just flag the number. It explains whether that's intentional (new product launch, market share push) or a warning sign (diminishing returns on ad spend, weakening organic rank).

If Brand Analytics shows a competitor gaining 5 points of click share in your primary keyword, good reporting connects that insight to action: "Competitor X updated their A+ content last month and is converting better. We should test a new A+ layout focused on [specific benefit]."

Questions to Ask Your Agency About Their Reporting

Use these questions to evaluate whether your current agency's analytics meet professional standards, or to vet a new agency before signing.

1. What reports do you deliver, and how often? Look for weekly snapshots, monthly deep dives, and quarterly business reviews. If they only mention monthly reports, there's no early warning system for problems.
2. Do you track TACoS in addition to ACoS? If they don't know what TACoS is, they're not measuring total business impact.
3. How do you incorporate profitability and margin into reporting? If they say "we don't have access to your COGS," push back; they should ask for it.
4. What competitive data do you include? Brand Analytics provides share-of-voice and competitor comparison data. If they're not using it, they're flying blind.
5. How do you coordinate advertising and inventory? If the answer is "we just run ads; you handle inventory," the agency is creating risk.
6. Do you provide Amazon Marketing Cloud (AMC) insights if we're running DSP? AMC provides new-to-brand metrics and attribution modeling. Agencies running DSP should use it.
7. Can I see a sample client report? Redacted for confidentiality, obviously. But seeing the structure and depth tells you a lot.
8. How do you tie reporting to strategic recommendations? If they say "we send the reports and you tell us what to do," they're not providing strategy, just execution.
9. What tools do you use beyond Amazon's native reporting? Many agencies use third-party dashboards, analytics platforms, or proprietary tools. Knowing the stack helps assess sophistication.
10. What happens if performance drops? How quickly do I find out, and what's the response process? This tests their monitoring cadence and accountability structure.

How to Evaluate Whether Your Agency's Reporting Is Working

Even with good reports in hand, how do you know if they're actually useful?

When Reporting Gaps Signal Bigger Problems. Missing reports or vague answers to data questions aren't just communication issues; they often signal operational problems:

• No P&L reporting might mean the agency is spending aggressively without caring about margin because their compensation is tied to revenue, not profit.
• No inventory integration might mean account managers and inventory teams don't talk to each other.
• No competitive analysis might mean the agency isn't actually monitoring your category daily.
• No QBR cadence might mean the agency has no strategic process, just tactical execution.

What This Means for Your Amazon Business

Amazon analytics and reporting aren't nice-to-have; they're the foundation of accountability and strategic decision-making. Brand owners deserve more than vanity metrics and delayed summaries. You should expect:

• Weekly visibility into performance with early flags for problems
• Monthly deep dives that connect advertising, profitability, inventory, and competitive position
• Quarterly strategic reviews that keep tactics aligned with business goals
• Action-oriented insights, not just data dumps

If your current agency isn't delivering this, you have two options: ask them to meet these standards, or find an agency that already does.

The brands that scale profitably on Amazon aren't the ones with the biggest ad budgets or the most ASINs; they're the ones with the clearest visibility into what's working, what's not, and what to do next. Reporting makes that possible.

If you want to see what transparent, data-driven Amazon reporting actually looks like, talk to our team.