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.
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.
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.
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 live in Seller Central under Reports > Business Reports. They provide traffic and sales data by ASIN:
This is foundational performance data, but it doesn't explain why conversion changed or what to do about it.
The Advertising Console provides campaign-level data for Sponsored Products, Sponsored Brands, and Sponsored Display:
This is where most agencies live, but advertising data in isolation misses the bigger picture: organic performance, profitability, inventory constraints.
Inventory Health reports show:
Low inventory triggers ranking drops and lost sales. Excess inventory incurs storage fees and aging surcharges. Agencies should track this, not just ad spend.
Amazon's 2025 addition provides a summary P&L view:
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.
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.
What it should include:
Why this matters: Weekly snapshots catch problems early. If conversion drops 15% in one week, you want to know immediately, not 30 days later in a monthly report.
What it should include:
Why this matters: Revenue growth means nothing without margin visibility. Monthly P&L reporting forces accountability for profitability, not just top-line sales.
What it should include:
What it should include:
What it should include:
What it should include:
What it should include:
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.
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:
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]."
Use these questions to evaluate whether your current agency's analytics meet professional standards, or to vet a new agency before signing.
Even with good reports in hand, how do you know if they're actually useful?
If you read last month's report, could you confidently decide whether to increase ad spend, pause a campaign, reorder inventory, or update content? If the answer is "I'd need to ask the agency first," the report isn't actionable.
If revenue dropped 12% last month, does the report explain whether that's due to lower traffic, lower conversion, stockouts, increased competition, or seasonal trends? If the report just shows the number without context, it's not doing its job.
If your agency presents a QBR and you're surprised by the trends (positive or negative), the weekly and monthly reporting isn't working. You should already know the story before the QBR; the quarterly review should just connect the dots, not reveal new information.
If every report just confirms what you can see by logging into Seller Central yourself, the agency isn't adding value. The synthesis, competitive context, and strategic recommendations are the agency's contribution.
When Reporting Gaps Signal Bigger Problems. Missing reports or vague answers to data questions aren't just communication issues; they often signal operational problems:
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:
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.