How Adsazon Works

Four layers of AI.
Real outcomes.

Adsazon doesn't run on a single black-box model. Four distinct layers do separate jobs — and each one delivers a measurable outcome on your account. See exactly what changes after each layer turns on.

L1

Wasted spend

−96%

L2

ACOS

84% → 19%

L3

ROAS

1.8x → 4.6x

L4

Approval rate

34% → 89%

Projected outcomes based on Adsazon's detection logic. Beta cohort data Q2 2026. Individual results vary.

Before Adsazon

$9,240/mo

wasted on irrelevant search terms

adsazon.com/outcomes

Account: yoga-supply-co

90-day outcome report

+$28,400 saved
Wasted Spend−96%
Adsazon ON
Day 0 · $9,240/mo → Day 90 · $312/mo

ACOS

19%

−65pt

ROAS

4.6x

+155%

Profit

+$28K

90 days

After Adsazon · 90d

$312/mo

wasted spend reduced by 96%

Layer 1 · Deterministic Rules
L1Wasted spend detection

From $9,240
to $312.

Layer 1 doesn't use AI — it uses arithmetic. Hard-coded rules scan every search term, every campaign, every product against thresholds: clicks without sales, ACOS above target, ROAS below floor. Cheap, fast, explainable, and devastating to wasted spend.

  • Wasted-spend detectorflags terms with 10+ clicks, 0 sales
  • Harvest detectorfinds 3+ sales at sub-target ACOS
  • Bid drift detectorcatches misaligned bids vs placement
  • Coverage gap detectorproducts with sales but no exact campaign

Wasted Spend · Monthly

Before vs After Layer 1

−96%

Before

$9,240

147 search terms with zero sales but consistent clicks

After 30 days

$312

142 negative keywords approved, 5 pending review

Daily wasted-spend over 30 days$/day
Adsazon enabled
Day 0Day 30

Projected outcome · Projected outcome based on Adsazon's detection logic. Typical for accounts with 100+ active products.

Layer 2 · Diagnostic AI
L2ACOS rescue

84% bleeding
to 19% healthy.

Diagnostic AI reads the rule outputs and turns them into a story per product: which phase, where coverage is strong, what's breaking. Phase classification, coverage map, trend signal, risk surface — all in plain language.

  • 7 phase classificationslaunch, scaling, defense, harvest, saturation, leak, declining
  • Coverage gap mappingweak/missing keyword + PT layers per product
  • Risk surface scoringbleed rate + exposure + time-to-impact

ACOS · Account average

Before vs After Layer 2

−65 points

Before

84%

ACOS bleeding · Target: 25%

After 60 days

19%

Healthy & profitable · 6pt under target

ACOS trend · Last 60 days% of revenue
Target 25%Layer 2 ON
Day 0 · 84% ACOSDay 60 · 19% ACOS

Projected outcome · Projected outcome based on Adsazon's diagnostic logic. Beta cohort data Q2 2026.

Layer 3 · Strategy AI
L3ROAS multiplier

1.8x break-even
to 4.6x profit.

Strategy AI reads the diagnostic and decides what to do. Each recommendation lands with rationale, projected impact, evidence trail, and a confidence score. No black-box action — you see exactly why, before you approve.

  • 14 action typesbid up/down, pause, negative, harvest, scale, defend, launch
  • Projected impactestimated $/month delta, 14-day measurement window
  • Confidence score + evidence trailon every recommendation

ROAS & Monthly Profit

Before vs After Layer 3

+155%

Before

1.8x

Monthly profit: $1,840 · Spend chasing volume, not profit

After 90 days

4.6x

Monthly profit: $11,720 · Strategy actions compounding

Monthly profit · 6-month viewUSD
M1$1.8KM2$2.4KM3$4.2KM4$6.8KM5$9.1KM6$11.7KL3 ON
M1M6

Projected outcome · Projected outcome. Strategy actions compound monthly — impact accelerates after 60-day mark.

Layer 4 · Memory
L4AI learns you

34% guessing
to 89% aligned.

The fourth layer is what separates Adsazon from one-shot AI agents. Every approval, rejection, and revision is logged per product. The AI references this memory next session — recommendations adapt to your style.

  • Decision logevery approve/reject/revise stored with rationale
  • Pattern extractionAI learns cautious or aggressive style
  • No data poolingmemory is yours, never shared with other accounts

Approval rate · Weekly

AI learns your style

34% → 89%

Week 1

34%

AI guessing your style. You reject 2 of 3 recommendations.

Week 8

89%

AI learned: cautious bidding, harvest-first, defensive PT.

Approval rate climbing · 8 weeks% approved
50%
W1 · 34%W8 · 89%

Projected outcome · After 2 rejected bid-up recommendations, AI raised the confidence threshold for bid-up actions on this product by +15%.

Execution Layer

6 hours/week manual
to 12 minutes.

No silent automation. Every change Adsazon makes passes through your approval queue first. The same review work compresses 30x.

Before · Manual review

6h

per week

  • Export search-term reports from Amazon Ads
  • Cross-reference with sales data in spreadsheets
  • Manually identify negative keyword candidates
  • Apply changes one by one in Amazon UI

312 hours/year · $7,800 of your time

After · Approval Queue

12min

per week

  • Open Approval Queue (everything pre-analyzed)
  • Read AI rationale + projected impact per item
  • Bulk approve or one-click reject with confidence
  • Adsazon writes changes to Amazon automatically

10 hours/year · 30x faster · same quality

Time spent reviewing · Hours per week−97%
Before
6 hours
After
12 minutes

Same decisions made. Same quality. Compressed 30x because pre-analysis is automated.

Data Flow & Security

Built on rails you trust.

Adsazon connects to Amazon Ads via official OAuth. No password, no manual API keys, no third-party data brokers. Your data lives in encrypted EU-region storage. Disconnect anytime — your data exports cleanly.

  • OAuth 2.0 onlyno password access ever
  • EU data residencyFrankfurt region, GDPR-compliant
  • No data poolingyour data never trains shared models
  • One-click disconnectrevoke OAuth, export data, delete account

Data Flow

Read-only ingestion · approval-gated writes

A

Amazon Ads API

OAuth 2.0 · scoped tokens

A

Adsazon (4-layer AI)

Encrypted · EU region · isolated

Approval Queue (you)

Every write requires your approval

A

Amazon Ads (writeback)

Audit-logged · timestamped

Encryption

AES-256 at rest

Region

EU (Frankfurt)

See it on your data

Run the diagnostic on
your account.

14-day free trial. Connect Amazon Ads, get your first 4-layer diagnostic in under 90 seconds. See exactly what's leaking and what's worth scaling — on your real data.

Built on
Anthropic Claude
Stripe
Supabase
Amazon Ads API