How bddr.ai compares
We believe in transparency. Here's an honest look at how bddr.ai stacks up — including where the competition is better.
Hover over any rating for details
How bddr compares, in three questions.
Does it help you see what matters?
bddr.ai: 8-tier taxonomy + Priority List. Adtomic: rule-based alerts. Perpetua: goal-based scoring. Only bddr.ai classifies every target by what to do about it.
Does it act where you are?
bddr.ai: lives inside the Amazon Console. Adtomic: separate dashboard. Perpetua: separate dashboard. Only bddr.ai eliminates the context switch.
Does it let you understand every change?
bddr.ai: every suggestion shows its math; you approve every action. Adtomic: automated rules with limited visibility. Perpetua: AI autopilot you're asked to trust. Only bddr.ai is decision-support, not automation.
Full breakdown below.
Chrome Extension
bddr.ai
$0–99/mo
SaaS + 2% of ad spend
Adtomic (Helium 10)
$359–1,259/mo
SaaS + % of ad spend
Perpetua
$695–2,000+/mo
Chrome Extensions
Other Extensions
$0–50/mo
Feature by feature
Feature
bddr.ai
Adtomic (Helium 10)
Perpetua
Other Extensions
See what matters
Health scoring
Every target is classified into one of 8 health tiers (bleeders, unprofitable, high-ACoS, heroes, untapped, low-relevance, dormant, gathering-data) using time-normalized thresholds. Visual badges, color-coded rows, and a priority pie chart make it instantly clear where to focus.
Adtomic uses configurable rules to flag keywords (e.g., "ACoS > 50% and spend > $10"). Effective but requires manual rule setup. No automatic health classification or visual scoring on grid rows.
Perpetua scores campaigns against your target ACoS/ROAS goals. Good for portfolio-level health but less granular than per-keyword health tiers. Limited visibility into why specific keywords are underperforming.
Most competing extensions don't classify keyword health at all. Some highlight high-ACoS keywords with color, but none offer multi-tier scoring with time-normalized thresholds.
Reporting
ACoS hero card, budget pacing, priority pie chart, audit log with CSV export, session tracking, edit recency markers. Rich but focused on what's actionable now rather than deep historical analysis.
Comprehensive reporting with custom date ranges, trend charts, campaign comparison, and exportable reports. The separate dashboard approach makes deep analysis easier but requires context switching.
Perpetua offers sophisticated portfolio-level analytics, attribution modeling, and custom reporting. Best-in-class for agencies managing large portfolios across multiple brands.
Most extensions show basic metrics that Amazon already displays. Little to no additional analytical value beyond what the native console provides.
Historical data
bddr.ai reconstructs estimated daily metrics from overlapping date-range observations captured during your visits. The more you visit, the sharper the picture — like a CT scan building resolution from multiple angles. Includes ACoS trend sparkline with confidence scoring.
Via the Amazon Advertising API, Adtomic pulls daily-granularity performance data going back 60 days. Enables trend analysis, week-over-week comparisons, and data-driven rule calibration.
Same API access as Adtomic — full daily historical data. Perpetua's AI uses this history to identify patterns and predict optimal bids based on historical conversion rates.
Other extensions have no data persistence between page loads. Each visit starts fresh with no historical context.
Anomaly detection
bddr flags performance shifts using two complementary statistical methods: z-score for peer comparison (spots targets that are outliers relative to other targets on the same grid) and CUSUM (cumulative sum) for temporal change-point detection (spots sustained directional shifts over time). Visible as anomaly badges on grid rows.
Adtomic surfaces alerts when configured rules trip thresholds. Effective but rule-driven, not statistical change-point detection.
Perpetua flags performance deviation from your set goals. Less granular than per-target statistical anomaly detection.
Other extensions do not flag statistical anomalies.
Spend forecasting
Multi-model spend forecasting: simple exponential smoothing (level only), Holt's linear trend (level + trend), and Holt-Winters seasonal (level + trend + seasonality). Surfaces month-end spend projections in the side panel.
Adtomic shows budget-pacing indicators against rule-based budget targets. Useful but not multi-model time-series forecasting.
Perpetua shows pacing toward goals. Not exposed as raw spend forecasts.
Other extensions do not project future spend.
Act where you are
Where you work
bddr.ai injects directly into the Amazon Advertising Console you already use. No new tabs, no context switching. Health scores, heatmaps, and bid controls appear right on the grid rows.
Adtomic has its own web dashboard. You must switch between Amazon's console and Adtomic's interface, losing context. Changes made in Adtomic may take minutes to reflect in Amazon.
Perpetua operates entirely outside Amazon's console. You set goals in Perpetua's UI and it makes changes via API. You can't see Perpetua's recommendations while looking at your actual data in Amazon.
Like bddr.ai, other extensions inject into Amazon's pages. However, most only add basic data visualization (expanded columns, metric highlights) without actual optimization capabilities.
Setup time
One click install from Chrome Web Store. No API keys, no OAuth, no onboarding calls. You're optimizing bids within 60 seconds of installation.
Requires Amazon Advertising API OAuth connection and developer approval. The full rules-based automation engine requires Helium 10's Diamond plan ($359/mo). The cheaper Platinum plan ($129/mo) only unlocks basic "AI Ads" with restricted capabilities. Diamond also levies a 2% fee on ad spend over $5,000/mo.
Requires API connection plus onboarding calls. Perpetua starts at $695/mo (Essentials tier, capped at $10K/mo ad spend). Higher tiers add a percentage of your total ad spend on top of the base fee. Enterprise plans can take days to fully configure with custom goals and rules.
Simple Chrome install like bddr.ai, but most competing extensions offer very limited functionality after setup — often just data viewing with no optimization.
API setup
No API keys, no OAuth flows, no Amazon developer registration. bddr.ai reads data directly from the pages you're already viewing. Works immediately after install — even on the free tier.
You must connect your Amazon Advertising account via OAuth. This grants Adtomic full API access to read and modify your campaigns. Required for the Diamond plan ($359/mo), which also levies a 2% fee on all ad spend above $5,000/mo.
Same OAuth requirement. Perpetua needs full API access to function. The Essentials tier starts at $695/mo for up to $10K in ad spend; the Growth tier adds a percentage of your total managed ad spend on top of the base fee.
Like bddr.ai, other extensions work without API access. However, this also limits them to only reading visible page data with no ability to make changes programmatically.
Bid optimization
ACoS-ratio formula with tier-specific dampening (50% for unprofitable, 70% for high-ACoS, 30% for heroes). Quick Optimize for one-click batch changes. Quick Bid popover for per-row adjustments. All changes previewed before applying — you stay in control.
Adtomic excels at automated bid management. Set rules like "lower bid 10% if ACoS > target for 7 days" and they execute automatically via API. Great for hands-off management. Less transparent about exactly what changed and why.
Perpetua's AI continuously optimizes bids toward your ROAS/ACoS goals. Fully automated, no manual intervention needed. The trade-off: less visibility into individual bid decisions and less direct control.
Other extensions typically don't adjust bids at all. Some show suggested bids but require you to manually type them into Amazon's bid cells one by one.
Bulk editing
Two methods: direct DOM writes (fills Amazon's bid cells programmatically, up to 300 at once) or bulksheet CSV export for Amazon's Bulk Operations upload. Both with full preview and confirmation.
Makes changes directly via Amazon's Advertising API. No DOM interaction needed. Can modify any campaign setting programmatically. Fast and reliable for large-scale changes.
Like Adtomic, uses the API for all changes. Can manage thousands of keywords simultaneously. Changes propagate quickly and reliably through Amazon's systems.
Most extensions can't make bulk changes at all. A few offer simple features like "pause all keywords with 0 clicks" but nothing approaching real bulk editing.
Search terms
One-click harvesting: promote converting search terms as keywords with match type selection (exact/phrase/broad), optionally negate in the source ad group to close the loop. Built directly into the search terms grid.
Adtomic can automatically harvest high-performing search terms and negate poor ones based on rules. Runs 24/7 without manual intervention. More automated but less control over individual decisions.
Perpetua automatically manages search term flows. Converting terms are promoted, wasted terms are negated. Fully automated within their goal-based framework.
Other extensions can show search term data but can't take action on it. You'd need to manually add keywords or negatives through Amazon's native interface.
Marketplaces
Supports all 18 Amazon Advertising regions: US, UK, Germany, Japan, Canada, Australia, India, Spain, France, Italy, Mexico, Brazil, UAE, Saudi Arabia, Singapore, Netherlands, Sweden, and Poland.
Adtomic supports major marketplaces but not all 18 Amazon regions. Coverage varies and some newer marketplaces may have limited functionality.
Similar coverage to Adtomic. Perpetua supports the major markets but may not cover all regional Amazon advertising consoles, particularly newer ones.
Most competing extensions are built for the US marketplace only, or support a handful of major markets. Sellers in smaller Amazon regions often have no extension options at all.
Languages
Full UI in English, German, Japanese, Spanish, French, Italian, Portuguese (Brazil), Dutch, Swedish, Polish, and Arabic. Every tooltip, label, and recommendation is translated. Essential for non-English speaking advertisers.
Adtomic's dashboard interface is available only in English. Non-English speaking advertisers must navigate a complex tool in a foreign language, increasing the learning curve significantly.
Perpetua offers some language support but primarily targets English-speaking markets. The depth of localization is limited compared to a fully translated 11-language interface.
Nearly all competing extensions are English-only. This excludes the large segment of Amazon advertisers in Germany, Japan, and other non-English marketplaces.
Keyboard-driven workflow
Command palette (⌘K) for panel actions plus vim-style two-key chords (g+letter) for entity navigation, j/k for row focus, Enter to act, Esc to cancel. See the keyboard reference page for the full list.
Adtomic's dashboard is mouse-driven; no keyboard chord system.
Perpetua's dashboard is mouse-driven; no keyboard chord system.
Other extensions do not provide keyboard-driven navigation.
Understand every change
Transparency
Every bid suggestion includes the formula, dampening factor, and reasoning. Every health classification explains its thresholds. The audit log records every change with before/after values. You always know WHY a recommendation was made.
Adtomic shows what changes it made but often not why. Automated rules fire based on conditions you set, but the interaction between multiple rules can produce unexpected results that are hard to diagnose.
Perpetua's AI makes thousands of bid adjustments daily with minimal explanation. You see the results (better/worse ACoS) but can't easily understand or override individual decisions. You're trusting a black box.
Other extensions typically don't make recommendations, so transparency isn't applicable. Those that do show suggestions rarely explain the reasoning behind them.
Data privacy
Your keywords, bids, campaigns, and spend never leave your browser. bddr.ai processes everything locally using Chrome's built-in storage. No server ever sees your advertising data.
All your advertising data is transmitted to and stored on Helium 10's servers. While secured, your campaign strategies, keyword lists, and spend data are accessible to a third party.
Your complete advertising dataset is stored on Perpetua's cloud infrastructure. Required for their automated optimization, but means your competitive intelligence lives on someone else's servers.
Privacy varies widely. Some extensions are view-only (safe), others transmit data to their servers for processing. Always check the privacy policy before installing.
Automation
Quick Optimize applies recommended changes across 4 high-confidence tiers in one click. Powerful but requires you to be on the page — doesn't run in the background while you sleep.
Rules execute continuously via API. Bids adjust overnight, budgets scale automatically, and poor performers get paused without human intervention. The key SaaS advantage.
Perpetua's AI runs continuously, making bid adjustments based on real-time performance data. No rules to configure — just set goals and the AI handles execution around the clock.
Other extensions provide no automation capabilities. All changes must be made manually through Amazon's interface.
Team features
Each team member installs bddr.ai independently. No shared dashboards, no permission management, no collaborative workflows. Works well for solo sellers but limited for agencies with multiple team members on the same account.
Adtomic supports multiple team members with role-based access (viewer, editor, admin). Shared dashboards and change logs make it easy for teams to collaborate without stepping on each other's work.
Perpetua is built for agencies and large teams. Multiple user roles, client segregation, approval workflows, and shared analytics. The strongest team collaboration of any Amazon PPC tool.
Other extensions have no concept of teams, roles, or shared access. Each installation is completely independent.
See what matters
Health scoring
bddr.ai 8-tier AI scoring
Adtomic (Helium 10) Rule-based alerts
Perpetua Goal-based scoring
Other Extensions Basic or none
Reporting
bddr.ai In-panel analytics
Adtomic (Helium 10) Advanced dashboards
Perpetua Enterprise analytics
Other Extensions Minimal
Historical data
bddr.ai Reconstructed daily
Adtomic (Helium 10) 60-day daily history
Perpetua 60-day daily history
Other Extensions None
Anomaly detection
bddr.ai z-score + CUSUM
Adtomic (Helium 10) Threshold alerts
Perpetua Goal-based deviation
Other Extensions Not offered
Spend forecasting
bddr.ai SES / Holt / Holt-Winters
Adtomic (Helium 10) Budget pacing
Perpetua Goal-based pacing
Other Extensions Not offered
Act where you are
Where you work
bddr.ai Inside Amazon Console
Adtomic (Helium 10) Separate dashboard
Perpetua Separate dashboard
Other Extensions Inside Amazon
Setup time
bddr.ai Install & go
Adtomic (Helium 10) API + onboarding
Perpetua API + account manager
Other Extensions Install & go
API setup
bddr.ai Not required
Adtomic (Helium 10) Required (OAuth)
Perpetua Required (OAuth)
Other Extensions Not required
Bid optimization
bddr.ai AI + manual control
Adtomic (Helium 10) Automated rules
Perpetua AI autopilot
Other Extensions Manual only
Bulk editing
bddr.ai DOM + bulksheet
Adtomic (Helium 10) Full API control
Perpetua Full API control
Other Extensions Limited
Search terms
bddr.ai Harvest + negate
Adtomic (Helium 10) Auto-harvest
Perpetua Automated
Other Extensions View only
Marketplaces
bddr.ai 18 marketplaces
Adtomic (Helium 10) 10+ marketplaces
Perpetua 10+ marketplaces
Other Extensions US only or limited
Languages
bddr.ai 11 languages
Adtomic (Helium 10) English only
Perpetua English + limited
Other Extensions English only
Keyboard-driven workflow
bddr.ai ⌘K + chord nav
Adtomic (Helium 10) Mouse-driven
Perpetua Mouse-driven
Other Extensions Mouse-driven
Understand every change
Transparency
bddr.ai Full reasoning shown
Adtomic (Helium 10) Limited visibility
Perpetua "Trust the AI"
Other Extensions N/A
Data privacy
bddr.ai Data stays in browser
Adtomic (Helium 10) Cloud-hosted
Perpetua Cloud-hosted
Other Extensions Varies
Automation
bddr.ai One-click batches
Adtomic (Helium 10) 24/7 automated
Perpetua 24/7 AI-driven
Other Extensions None
Team features
bddr.ai Per-install
Adtomic (Helium 10) Multi-user
Perpetua Enterprise teams
Other Extensions None
Where bddr.ai wins
- +60-second setup — install from Chrome Web Store and start optimizing immediately. No API keys, no onboarding calls, no learning curve.
- +Your data stays local — keywords, bids, and spend never leave your browser. No third-party server ever sees your competitive intelligence.
- +Zero context switching — health scores, heatmaps, and bid controls appear right on the Amazon grid rows you're already looking at.
- +Full transparency — every recommendation shows the formula, reasoning, and dampening factor. No black-box "trust the AI" decisions.
- +Flat pricing, no ad-spend tax — bddr.ai Pro is $29/mo, period. Adtomic's Diamond plan is $359/mo plus 2% of ad spend over $5K. Perpetua starts at $695/mo and adds a percentage of total spend. Their costs grow as you succeed — ours don't.
- +11 languages, 18 marketplaces — fully translated UI for non-English advertisers in every Amazon region, including newer markets like Poland and Sweden.
Where SaaS tools win
- ~Historical data — API access gives 60 days of daily-granularity data instantly. bddr.ai reconstructs daily estimates from visit observations — accurate but builds resolution over time rather than delivering it on day one.
- ~24/7 automation — rules and AI run continuously, adjusting bids overnight while you sleep. bddr.ai optimizes only when you're on the page.
- ~Team collaboration — multi-user dashboards with roles, permissions, and shared analytics. bddr.ai is per-installation with no shared workspace.
- ~Advanced reporting — custom date ranges, attribution modeling, and exportable trend charts. bddr.ai focuses on actionable in-session analytics.
- ~Account management — enterprise plans include dedicated account managers who help configure and tune your strategy.
Amazon API integration is on our roadmap. When it ships, bddr.ai will close the automation gap with 24/7 bid adjustments — while keeping your data local and your price 90% lower.
The bottom line
If you manage large portfolios with a full team and need hands-off 24/7 automation, enterprise SaaS tools earn their cost — but that cost is real: Adtomic's Diamond plan runs $359/mo plus 2% of ad spend over $5K, and Perpetua starts at $695/mo before adding a percentage of total spend.
For everyone else — solo sellers, growing brands, small agencies — bddr.ai gives you transparent optimization, local data privacy, and 18-marketplace support starting free and maxing out at $99/mo. No percentage of spend. No surprise fees. No black box.
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