For Shopify merchants · From $49 / month

Stop guessing what to fix. Let an AI grow your store.

Bamzal is an autonomous growth consultant for your Shopify store. It studies your whole business — products, prices, customers and traffic — finds where you’re leaving money on the table, and fixes it: sharper product pages, smarter prices, won-back customers, a better-converting storefront, and ads only when ads are the right move. Every move comes with the reason and the money at stake. You set the rules, new campaigns start paused, and you can pause or undo anything in one click.

$5K
Agency + consultant work, replaced monthly
5 levers
Pages, pricing, retention, design & ads — not just ads
1-click
Approve, pause or undo anything
$49
Monthly — cheaper than one freelancer hour

One AI. Every lever that grows your store.

Bamzal works like a senior growth consultant with an execution team behind it — it diagnoses your store first, then pulls whichever lever actually moves profit. Running 24/7, without the agency price tag.

Finds where you’re losing money

Bamzal studies your whole store — every product, price, customer and traffic source — and ranks where you’re leaking the most profit. It starts there. Not with ads — with the truth about your numbers.

Fixes & redesigns your store pages

Rewrites weak product titles, descriptions and types, reorganizes your catalog so your best-margin products get the spotlight, and improves how your store pages look and convert — the quiet fixes that lift sales before you spend a cent on ads.

Tunes your prices

Spots products priced below the market — and below your own margin floor — and adjusts them. Never below cost, never by more than a safe step, always with the competitor data and the extra profit shown up front.

Wins back customers

Finds the customers who bought once and never came back — usually a third of your buyers — and brings them back with the right message at the right time. A returning customer is worth far more, and it costs you nothing in ad spend.

Runs ads — when ads are the answer

Google, Instagram, TikTok, Pinterest, X — one AI across every channel. But it won’t pour money into acquisition when the real problem is a leaky funnel or thin margins. Ads are a tool here, not a reflex. It also watches your competitors so you stop guessing.

Posts & replies on social

Fresh daily content on Instagram, TikTok, Facebook, Pinterest, Threads and YouTube — in your brand voice — plus same-day replies to comments and DMs. You stop being “the social media person” and wake up to a clean inbox.

Can’t spend your money wrong

You set the caps — Bamzal can’t cross them. It tracks real profit after product costs, shipping and fees, not vanity revenue, and every action is one click from undone. If anything looks wrong, the system stops itself before you lose money.

Tells you why — and proves it

Every move comes with a plain-English reason, the money at stake, and a small test that proves it before scaling. Each week it reviews what actually worked on your store — not a generic case study — and gets sharper.

How each layer works

The mechanics underneath each surface — what the system actually does, and why.

01

Diagnosis & strategy

On install, Bamzal builds a live model of your store from your Shopify data — revenue and true margin per product, repeat-purchase behavior, traffic and conversion — plus the competitive landscape from real Google data. A strategy engine ranks every opportunity by money-at-stake and decides which lever to pull first. It includes a “don’t advertise yet” gate: when your customer-acquisition cost is higher than the profit on a first order, it refuses to scale ads and fixes retention and margin first. Advertising is one tool here, never the default.

02

Store & catalog fixes

A catalog engine scores every product page for the things that quietly cost you sales — vague titles, thin or missing descriptions, the wrong product type, poor merchandising order — and proposes specific rewrites plus a reorganized catalog that pushes your best-margin products forward. Storefront design changes are previewed against your live theme before anything ships. Each fix is applied through a guarded, reversible write to Shopify — proposed first, never silent.

03

Pricing

A pricing engine compares each product against live competitor prices and your own margin floor. Where there’s clear room — strong conversion, competitors priced higher — it proposes a price move, hard-capped to a safe step and never below cost. You see the competitor range and the extra monthly profit before you approve, and every change is logged and reversible.

04

Retention & win-back

Most stores lose roughly a third of their buyers after a single order, and a returning customer is worth several times a new one — with no ad cost. The retention engine segments your customers, finds the ones worth bringing back, and drafts win-back outreach with a recipient cap and a measured before/after, so you can see whether it actually moved repeat revenue.

05

Paid acquisition — one lever, not the default

When the diagnosis says ads are the right move, the system reads your Shopify catalog and absorbs the competitive landscape via real Google search data. It then drafts an initial campaign set across Google Search, Shopping, Performance Max, YouTube, Meta Advantage+, TikTok Spark, Pinterest Shopping and X promoted posts — created in your own ad accounts in paused mode. After your first approval, the Mutation Gateway routes every subsequent budget shift, audience tweak and keyword change through a 12-step guard pipeline (idempotency, rate limiting, budget caps, risk scoring, kill switch).

06

Organic social publishing

The Content Selector chooses what to post based on trending topics, your new products, competitor moves and seasonal moments. The Proactive Poster scheduler places each post in the audience-peak window for that channel — daily 09:00 and 17:00 UTC for X by default, tuned per channel for Instagram, TikTok, Facebook, Threads and YouTube. A Warmup Pipeline ramps new accounts gradually so platforms don't flag them as automated.

07

Community replies

Every two hours the engagement engine hunts your connected channels for new comments, mentions and DMs. The reply stack is multi-module: Persona Engine and Humanization v2 shape tone, Voice Blender enforces brand voice, Brand-Primacy Guardian prevents off-brand drift, Ethics Layer + Causal-Leakage detection prevents risky replies, Adaptive Rate Limiter and Anti-Detection Shield avoid platform throttles, Conversation Memory + Narrative Continuity keep thread context. High-stakes messages land in a review queue for your approval.

08

AI Creative Studio

Per-platform copywriter modules (Meta, TikTok, Pinterest, X each have their own, tuned to that platform's voice) draft headlines, descriptions and captions. Image generation runs on diffusion models; short-form video on Stability + ElevenLabs voiceover. The Creative DNA library extracts the genetic attributes of your past best-performing ads — hooks, structures, CTAs, color palettes — and uses them to spawn fresh variants when an existing creative starts to fatigue. Assets connect to your Shopify product library, Google Drive and Dropbox.

09

Market intelligence

The Competitor Intelligence agent crawls Google continuously for your category — your top competitors' pricing, ad copy, keyword strategy and estimated ad spend. The Causal Engine builds a counterfactual graph so the system can reason about why metrics moved (Did the new competitor pricing cause the CTR drop? Did the YouTube ad cannibalize search?). Cross-store benchmarks flow in via differential-privacy hive sync — you see how your shop ranks against the network without any merchant data leaking.

10

Continuous optimization

Forty-eight scheduled cycles drive the optimization loop. Every 15 minutes: a Google Ads micro-bid pass (capped ±10% adjustments). Every 2 hours: Search Sentinel detects and adds waste keywords as negatives. Every 3 hours: Meta optimizer rebalances audiences and budgets. Daily 08:00 UTC: a creative-refresh against fatigue scores. Weekly Monday: portfolio rebalancer shifts budget between campaigns under cap. Sunday: Self-Reflection synthesizes new rules from the week's outcomes. Profit Intelligence forecasts net-profit ROAS using your COGS and shipping — so the system optimizes for actual margin, not vanity revenue. Inventory-Aware throttling auto-pauses out-of-stock SKUs in real time via Shopify webhooks.

11

Governance & audit

Every write to a paid platform passes through a unified Mutation Gateway with twelve guard steps — substrate validation, token check, decision check, idempotency, rate limit, cooldown, budget bound, dry-run, kill switch, risk officer, constitution, synthetic advisory. Every action is written to an immutable Decision Log with a rollback token. Seven binding production SLOs gate every deploy (availability ≥99.5%, 5xx rate <0.5%, gateway rejection <5%, job success >98%, webhook delivery >99%, OAuth callback >95%, queue lag p95 <30s); two consecutive breaches trigger auto-rollback. Three autonomy tiers per platform (manual, advisory, autonomous) are operator-dial-able. CI enforces that nothing bypasses the gate.

12

Self-learning

The Self-Reflection cycle runs every Sunday — it scores the past week's decisions, finds which heuristics worked and which didn't, and synthesizes new rules into the optimizer's working memory. The Evolution Orchestrator runs a genetic algorithm over bidding policies; the Self-Mutating Engine evolves the code's tunable parameters. The Brain Promotion engine evaluates each AI agent on its 14-day Pearson correlation between predicted and realized ROAS — agents that demonstrate ≥0.7 correlation auto-promote from shadow to observe to co-pilot tiers. Agents that drift get demoted automatically.

How it runs

You install once, approve the first round, and the system takes over from there.

Install & connect

Add Bamzal from the Shopify App Store. On first run it reads your catalog, your true margins, your customers and your competitive landscape. Connecting your ad accounts (Google, Meta, TikTok, Pinterest, X) via official OAuth is optional — only needed once ads become the right lever.

Approve the plan

Bamzal hands you a ranked plan: the biggest profit leaks, the specific fix for each, and the money at stake — page rewrites, price moves, win-back sends, and ad campaigns drafted paused in your own accounts. You approve the moves you want.

The system runs

It executes across every lever — store and catalog fixes, price tweaks, win-back flows, ad bids, organic posts, comment and DM replies, weekly self-reflection. Every decision is capped, logged and reversible. Hand it more autonomy as it earns your trust, watch from the dashboard, or pull the kill switch — your call.

Where the ads lever operates

When advertising is the right move, these are the channels it runs on. Five paid networks. Six organic channels. One coordinated brain.

Paid media

Google Ads

Search, Shopping, Performance Max and YouTube — keywords, bidding, conversion tracking and product feeds, all via the official Google Ads API.

Meta (Facebook & Instagram)

Advantage+ Shopping, prospecting and retargeting via the Meta Marketing API. Creative variations per placement. Lookalike generation.

TikTok Ads

Video, Spark Ads and catalog campaigns through the TikTok Marketing API. AI-generated hook and CTA variations tuned to the platform.

Pinterest Ads

Shopping campaigns, standard pins and Idea Pins via the Pinterest API v5. Product feed synced directly from Shopify.

X Ads

Promoted posts and Takeover campaigns via the X Ads API. Short-form copy generation tuned to the platform's voice.

Organic social

Instagram

Scheduled feed posts, Stories and Reels. Comment and DM replies handled by the engagement engine.

TikTok

Video publishing and AI-generated comment replies on a 2-hour hunt cycle.

X (Twitter)

Scheduled tweets at audience-peak windows. AI replies to mentions and DMs.

Facebook

Page post publishing plus inbox replies on comments and Messenger DMs.

Threads

Cross-post from Instagram Stories with Threads-native formatting.

YouTube

Channel publishing for short-form content generated in the Creative Studio.

Meta Ads (Facebook + Instagram) — managed on behalf of clients

Bamzal operates as a Tech Provider for Meta, creating and managing Facebook and Instagram ad campaigns on behalf of the business clients who install our Shopify app. Merchants authorize access through Facebook Login for Business, granting our platform scoped permissions (ads_management, business_management, pages_show_list, instagram_basic) to publish campaigns into their own Meta Business & ad accounts. Merchants retain full ownership of their Meta assets and can revoke access at any time.

See Bamzal in Action

A static simulation of the real app. Bamzal studies your whole store, finds where you're losing money, and fixes it through the right lever — page, price, offer, retention, storefront, or ads — acting only as much as it has earned.

Bamzal
Dashboard
Store Connected Google · Meta · TikTok · Pinterest · X connected

Store Health Score

82 of 100
Grade A
Page & catalog health78%
Catalog coverage100%
Retention strength80%
Ad efficiency72%
Products
0
All Scanned
Fixes Ready
0
across 5 levers
Levers
0
the right one per problem
Awaiting You
0
moves to approve

Live Store Pulse

Revenue
$4,820
Orders
38
AOV
$127
Ad Spend
$310

Your Products

Biggest Profit Leaks

Profit leakRight leverThe fixAt stake/mo
One-time buyers never returnRetentionWin-back flow$810
Linen Set page buries the valueProduct pageRewrite & reorder$610
Beach Towels priced under marginPricingRaise to $98$480
Storefront hides best-sellersDesignReorder collection$435
Out-of-stock SKUs still advertisedAdsAuto-pause$270
Product Analysis
AI-Powered

Analyze Your Whole Store

Bamzal scans all 24 products, your prices, your customers and your competitors — then ranks the highest-value fix for each: a sharper page, a smarter price, a win-back send, or an ad when ads are the right lever.

Moves & Fixes
6 awaiting you

Recommended moves — the right lever for each problem

ProblemLeverThe fixAt stake/moStatus

How a move runs

Every move is proposed with its reason and the money at stake. Nothing changes your store without the authority you've granted for that lever: Bamzal starts by advising, then runs in shadow (simulated), then asks for your approval, and only after a measured track record may it run on auto — within your limits. New ad campaigns are always created paused, and every move is reversible in one click.

Autonomy
You stay in control

Earned, lever by lever

Bamzal earns the right to act on each lever step by step — it advises first, proves itself in shadow, asks approval, and only with a measured track record acts on its own, never beyond the limits you set. You can pause everything or pull a lever back at any time.

Settings

Connections

Shopify store connected
Storedreamhome-bedding.myshopify.com
Products24 synced
Ad platformsGoogle, Meta, TikTok, Pinterest, X
AnalyticsGA4, Search Console, Merchant Center
PlanStarter ($49/mo)

Bamzal connects to each platform via its official OAuth 2.0 flow and requests only the minimum permissions needed. You can revoke any connection at any time. What we access and how it is used is described in our Privacy Policy.

Autonomy & control

Per-lever authorityYou decide, lever by lever
New ad campaignsCreated paused
Every moveReversible in one click
Kill switchPause everything instantly

How Bamzal Uses Each Ad Platform's API

Advertising is one of several levers Bamzal uses to grow a store. This section is a detailed technical overview of our Google Ads, Meta Marketing, TikTok Marketing and Pinterest Ads API integrations, for platform review.

🛠 About Our Application Architecture

Bamzal is a Shopify embedded application — it runs as an iframe inside the Shopify Admin dashboard, not as a standalone website. Merchants install the app from the Shopify App Store, and the app loads within their existing Shopify admin panel at https://admin.shopify.com/store/{shop}/apps/v-40.

This website (bamzal.com) is our marketing and information site only. The demo above is a static HTML/CSS/JavaScript simulation of the actual app interface, created to showcase the platform features and our multi-channel ad API usage (Google, Meta, TikTok, Pinterest). The production application is a full-stack Node.js app built with:

  • Frontend: React 18 + React Router 7 + Shopify Polaris design system + Shopify App Bridge
  • Backend: Node.js server with React Router server-side rendering
  • Database: Prisma ORM (SQLite in development, PostgreSQL/MySQL in production)
  • AI Engine: Anthropic Claude API for product analysis, ad copy generation, and competitor intelligence
  • Ads Integrations: Google Ads API v22 (REST & gRPC), Meta Marketing API (Facebook & Instagram, incl. Pages + Instagram Business), TikTok Marketing API, and Pinterest Ads API — for campaign creation, management, and performance tracking across every channel
  • Authentication: Shopify OAuth for app installation + official OAuth 2.0 flows for Google Ads, Meta, TikTok and Pinterest ad-account linking

Data Flow Architecture

Shopify Store
Product & order data
Bamzal
AI analysis & optimization
Ad Platform APIs
Google · Meta · TikTok · Pinterest · X · X
Merchant's Account
Campaigns & ads live here

Ad Platform API Operations (Google, Meta, TikTok, Pinterest)

OperationAPI Resource (per platform)When Used
Campaign CreationCampaignService.MutateCampaignsWhen a merchant creates a new campaign through our wizard. Campaign is always created in PAUSED state for merchant review.
Budget ManagementCampaignBudgetService.MutateCampaignBudgetsWhen the merchant sets or modifies the daily budget in the campaign wizard (Step 6). Budget is linked to the campaign via resource_name.
Keyword TargetingAdGroupCriterionService.MutateAdGroupCriteria (KeywordInfo)When AI-generated keywords are applied to ad groups. Includes exact, phrase, and broad match types with negative keywords.
Ad Copy UploadAdGroupAdService.MutateAdGroupAds (ResponsiveSearchAdInfo)When AI-generated headlines and descriptions are uploaded as responsive search ads (up to 15 headlines, 4 descriptions).
Performance DataGoogleAdsService.Search (GAQL) + Meta Insights API + TikTok Reporting API + Pinterest Analytics APIDashboard metrics: impressions, clicks, CTR, conversions, cost, ROAS — unified across Google, Meta, TikTok, Pinterest and X with per-network and blended views.
Campaign ControlCampaignService.MutateCampaigns (status update)When merchant pauses or enables a campaign. Status transitions: PAUSED → ENABLED or ENABLED → PAUSED.
Asset ManagementAssetService.MutateAssetsFor Performance Max campaigns: uploading images, logos, and video assets linked to asset groups.
Conversion TrackingConversionActionService.MutateConversionActionsSetting up purchase conversion tracking linked to Shopify checkout events for ROAS measurement.
Location TargetingGeoTargetConstantService + CampaignCriterionServiceWhen merchant selects target locations in wizard Step 4. Uses geo target constants for precise targeting.
Bidding StrategyBiddingStrategyService / Campaign.bidding_strategy_typeApplying the merchant's chosen bidding strategy (Max Conversions, Target CPA, Target ROAS, etc.).

Security & Compliance

🔒

OAuth 2.0 Authentication

Industry-standard OAuth 2.0 flow with PKCE. Merchants authenticate directly with Google. We store only encrypted refresh tokens.

Campaigns Created PAUSED

All campaigns are created in PAUSED state. Merchants must explicitly review and enable campaigns before any ad spend occurs.

🔐

Encrypted Transmission

All API communication uses TLS 1.2+ encryption. Refresh tokens are AES-256 encrypted at rest. No credentials stored in plaintext.

👤

Merchant Retains Control

Merchants retain full ownership and control of their Google, Meta, TikTok, Pinterest and X ad accounts. They can revoke access or disconnect any network at any time.

Campaign Lifecycle

1

Install on Shopify

Merchant installs Bamzal from the Shopify App Store

2

Connect Ad Networks

OAuth 2.0 flows authenticate Google, Meta, TikTok, Pinterest and X ad accounts

3

AI Scans Products

AI analyzes products, competitors, and keyword landscape

4

Generate Ad Copy

AI creates optimized headlines, descriptions, and keywords

5

Review in Wizard

Merchant reviews and customizes all campaign settings

6

Create PAUSED

Campaigns created via Google, Meta, TikTok, Pinterest and X APIs in PAUSED state

7

Review in Native UI

Merchant reviews campaign in Google Ads, Meta Ads Manager, TikTok Ads or Pinterest Ads Manager

8

Enable When Ready

Merchant enables campaign when satisfied with setup

Technical Implementation Details

Authentication Flow:
1. Merchant clicks "Connect Ad Networks" (Google / Meta / TikTok / Pinterest)
2. Redirect to Google OAuth consent screen
3. Merchant grants google-ads scope
4. Authorization code exchanged for tokens
5. Refresh token encrypted and stored
6. Access tokens auto-refreshed before expiry
Campaign Creation Flow:
1. Create CampaignBudget resource
2. Create Campaign (status: PAUSED)
3. Create AdGroup(s) under campaign
4. Upload ResponsiveSearchAd(s)
5. Add KeywordInfo criteria
6. Link ConversionAction for tracking

Frequently Asked Questions

Common questions about how Bamzal grows your store — and our Google, Meta, TikTok & Pinterest ad integrations

Is Bamzal just an ad tool?+
No. Bamzal is an autonomous growth consultant for your whole Shopify store. It diagnoses where you’re losing money, then pulls whichever lever helps most — rewriting product pages, improving your store design, tuning prices, winning back one-time customers, and running ads. Advertising is one of several levers, not the whole product.
What if ads aren’t the right move for my store?+
Then it won’t run them. Bamzal has a built-in “don’t advertise yet” gate: if your cost to acquire a customer is higher than the profit on a first order, it refuses to scale ad spend and fixes the leak first — margins, pricing, retention or the product pages themselves. It will tell you, in plain language, why it’s holding back.
Will Bamzal change my product pages or prices without asking?+
You’re always in control. Every change — a rewritten product page, a price move, a win-back send, an ad — is proposed first, with the reason and the money at stake. You approve what you want, you can hand it more autonomy per area as it earns your trust, and every change made to your store is logged and reversible in one click.
How does Bamzal connect to my ad accounts?+
We use the industry-standard OAuth 2.0 protocol for each network. When you click "Connect" on Google, Meta, TikTok or Pinterest, you are redirected to that platform's official consent screen where you grant permission. We never see or store your passwords. For each network we only request the minimum scopes needed (e.g. google-ads, ads_management + pages_read_engagement + instagram_basic on Meta, advertiser.read/write on TikTok, ads:read/write on Pinterest) and store encrypted refresh tokens.
Will Bamzal spend my money without my permission?+
No. All campaigns created by Bamzal are initially set to PAUSED status. You must explicitly review and enable each campaign before any ad spend occurs. You retain full control over your budget and campaigns at all times.
Which ad platform APIs does Bamzal use?+
On Google Ads: CampaignService, CampaignBudgetService, AdGroupCriterionService, AdGroupAdService, GoogleAdsService.Search and ConversionActionService. On Meta (Facebook & Instagram): the Meta Marketing API (adaccount/campaigns/adsets/ads/creatives), Pages API and Instagram Business API for catalog and creative assets. On TikTok: the TikTok Marketing API (campaign/adgroup/ad/creative/reporting). On Pinterest: the Pinterest Ads API (ad_accounts, campaigns, ad_groups, pins, analytics).
Can I revoke Bamzal's access to my ad accounts?+
Yes, at any time and per network. You can disconnect any individual network (Google, Meta, TikTok, Pinterest) from within our app's Settings page, or revoke access directly from each platform's account security settings (Google Account permissions, Meta Business Integrations, TikTok authorized apps, Pinterest connected apps). Revoking access will not delete any campaigns already created in those accounts.
How does the AI generate ad copy and keywords?+
Our AI analyzes your product titles, descriptions, and images, then studies competitor ads on each network to understand what performs well in your niche. For Google it generates optimized headlines (up to 30 characters) and descriptions (up to 90 characters) with exact/phrase/broad match keywords. For Meta, TikTok and Pinterest it generates primary text, headlines, descriptions and creative concepts (image + short-form video) that match each platform's native best practices and audience-targeting style.
Is my data secure?+
Absolutely. All data transmission uses TLS 1.2+ encryption. OAuth refresh tokens are AES-256 encrypted at rest. We follow Google's API Services User Data Policy and only access the data necessary to provide our service. We never share your data with third parties.

Simple pricing. No surprises.

Start free. Upgrade when you're ready to put the whole system to work.

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$0
See what AI can do for your store
  • Scan up to 3 products
  • AI ad score & keywords
  • Competitor preview
  • Budget simulator
  • Google rank tracking
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Pro
$79/mo
For serious growth
  • Everything in Starter
  • Unlimited products & campaigns
  • 200 AI credits / month
  • Advanced competitor analysis
  • Priority support
  • Performance Max campaigns
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