Advertising

Best Amazon PPC Software in 2026: An Honest Buyer's Guide

Perpetua, Pacvue, Teikametrics ARI, Scale Insights, Helium 10 Ads and Quartile — ranked by the only variable that decides the answer: your monthly ad spend. Updated September 2026 with the price shock nobody flagged (Perpetua's entry plan is now $695/mo, Teikametrics killed its free tier, and Adtomic no longer exists), plus the four-question test for any tool claiming to be 'profit-aware.'

DGDavid Gallo··16 min read·Last updated September 9, 2026
Amazon PPC software compared by ad-spend bracket — native tools, flat-fee, goal-based AI, and enterprise retail-media platforms
TL;DR

The best Amazon PPC software in 2026 depends on your monthly ad spend, and entry prices moved sharply this year: under ~$2,000/mo Amazon's free native automation is enough; $2K–$10K belongs to Helium 10 Ads (included in the $129 Platinum plan) and Scale Insights (from $78/mo); $10K–$50K is goal-based AI, but Perpetua now starts at $695/mo and Teikametrics retired its free tier; $50K+ justifies Pacvue or Quartile. Several platforms now claim margin-aware bidding — here is the four-question test for that claim.

The best Amazon PPC software in 2026 is still the one that matches your monthly ad spend — but the prices behind that answer changed sharply this year, and most buyer's guides have not caught up. Below roughly $2,000 a month, Amazon's own native automation is free and usually enough. Between $2,000 and $10,000, Helium 10 Ads (now included with the $129/month Platinum plan) and Scale Insights (from $78/month) give you the most control per dollar. Above $10,000, Teikametrics ($179/month up to $10K in spend, then 3% over) and Perpetua ($695/month up to $10K, then a percentage) start to earn their pricing, and past $50,000 the enterprise platforms — Pacvue and Quartile — take over.

There are two kinds of "best Amazon PPC software" articles. The first ranks whatever tool pays the highest affiliate commission. The second — the useful kind — opens with a question the vendors would rather you skip: how much are you actually spending on ads each month?

That single number decides almost everything. Under a couple thousand dollars a month, the best PPC software is often the free automation Amazon now ships natively. At ten times that spend, a platform that shaves three points off your ACoS pays for itself in a week. So this is an operator's buyer's guide, not a leaderboard: what Perpetua, Pacvue, Teikametrics, Scale Insights, Helium 10 Ads and Quartile actually cost right now, what their automation really does, and a simple rule — the Ad-Spend Bracket — for matching a tool to your business. And yes, SellerForge is our product; I'll show you where it fits, where it doesn't, and what it costs, including a number this article got wrong.

Amazon PPC software compared by ad-spend bracket — native tools, flat-fee, goal-based AI, and enterprise retail-media platforms

What Is the Best Amazon PPC Software in 2026?

The best Amazon PPC software in 2026 isn't a single product — it's whichever platform matches your monthly ad spend. Pacvue and Quartile lead the enterprise tier, Teikametrics and Perpetua own goal-based AI in the middle, Scale Insights and Helium 10 Ads win the value bracket, and under roughly $2,000 a month Amazon's own free automation is usually all you need.

Sitting alongside those bidders is a second category that got competitive in 2026: tools that judge advertising against margin and inventory rather than clicks. A year ago almost nobody claimed that lane; today Teikametrics, Trellis, Profasee and SellerForge (ours) all do, in meaningfully different ways. So the honest answer is two-part — choose a bidder by spend, then decide whether anything in your stack knows what your products actually make.

Why anchor everything to spend? Because Amazon advertising keeps getting more expensive and more crowded, so the leverage a tool adds scales with what you already spend. More than 70% of Amazon sellers now run ads, up from roughly 40% five years ago, and 74% of third-party sellers use Sponsored Products. Benchmarks vary by dataset: SellerPlex's H1 2026 managed-portfolio data puts the median at a 38% ACoS, 15% TACoS and a $1.07 CPC, while Trellis and Autron place a healthy account nearer a 30–34% ACoS and a $1.18–$1.22 CPC. Take the spread, not any single number.

Amazon's ad business is now the third-largest in digital and it is compounding faster than the tools built on top of it: $17.2B in Q1 2026 (up 22%) and $19.8B in Q2 (up 26%), crossing $70B on a trailing-twelve-month basis, per Amazon's own Q1 2026 earnings commentary and Adweek's reporting on the $70B milestone. For category-level ACoS and CPC benchmarks, Trellis keeps the best-sourced roundup. For how to read those numbers against your own margin, see TACoS and contribution margin per ASIN.

The Ad-Spend Bracket: Match the Tool to Your Spend

The Ad-Spend Bracket is the simplest honest way to choose PPC software: find your monthly ad spend, buy for that bracket, and re-check when you cross into the next one. It stops you paying enterprise prices at hobby spend — and from hand-managing $40,000 a month you no longer have time to touch. The brackets held through 2026; what changed is which tools live in them.

  1. 1Under ~$2,000/mo — Amazon native, plus your own hands. Free rule-based bidding, budget rules, the Ads Agent and Performance+ cover the basics. A paid tool rarely pays back here.
  2. 2~$2,000–$10,000/mo — flat-fee or ASIN-priced tools. Scale Insights (from $78/mo for five automated ASINs) or Helium 10 Ads, now included in the $129/mo Platinum plan rather than sold as a $199/mo add-on. Teikametrics Essentials ($179/mo) also caps here. Avoid percentage-of-spend contracts at this level.
  3. 3~$10,000–$50,000/mo — goal-based AI automation. Teikametrics (custom + 3% above $10K) and Perpetua (from $695/mo plus a percentage above $10K) bid portfolio-wide toward a target no human matches by hand. Do the percentage math first — the entry price roughly doubled in 2026.
  4. 4$50,000+/mo — enterprise retail-media platforms. Pacvue, Quartile or Perpetua's higher tiers bring DSP, AMC, multi-marketplace and managed services. At this spend, a fraction of a point of efficiency dwarfs the price.

The Ad-Spend Bracket has one rule the vendors hate: buy up a bracket only when your current tool is the bottleneck — not when a sales rep tells you you've 'outgrown' it. Most sellers overbuy by exactly one tier, and 2026's price increases made that mistake more expensive.

Before you judge any tool by the ACoS it promises, check what normal looks like in your category: our 2026 Amazon PPC benchmarks by category compare four datasets and show which category medians you can trust.

Amazon PPC Software Compared (2026)

Here's the honest comparison — every major platform by who it's for, how it prices, what it costs, and the catch nobody in the affiliate roundups mentions. Pricing is triangulated from public plans and multiple third-party sources as of September 2026; percentage-of-spend tools rarely publish exact numbers, so treat those as directional.

SoftwareBest for (ad spend)Pricing model2026 starting priceThe catch
Amazon native (Ads Agent, Performance+, rules)Under ~$2K/moFree$0Optimizes for Amazon's revenue, not your margin
Scale Insights$2K–$20K, hands-onPer automated ASIN$78/mo (5 ASINs)Unlimited tier switches to 1% of ad spend
Helium 10 Ads (was Adtomic)Existing Helium 10 usersBundled (Platinum+)$129/mo ($99 annual)Diamond adds 2% on spend over $5K/mo
Teikametrics (ARI)$10K–$50K, retail-awareFlat, then % over $10K$179/mo ($149 annual)Free tier retired; 3% over $10K compounds
Perpetua$10K–$500K, hands-off goalsFlat + % above $10K$695/mo (to $10K spend)Entry price ~2.5x higher than 2025
Pacvue$50K+, enterprise/agency% of spend, custom~$500/mo min or 3–5%No public pricing; enterprise onboarding
Quartile$25K+, AI + managedTiered + % of spend~$895–$9,995/mo~$3K/mo spend minimum; DSP billed separately
SellerForge (ours)Profit & inventory layer — any sizeFlat tiers$49–$499/moNot a pure autobidder — it proposes, you approve

Perpetua — best hands-off goals, at a much higher entry price

Perpetua (which absorbed Sellics) is still the leading goal-based platform: set the objective — target ACoS, sales velocity, Buy Box share — and its engine adjusts bids and budgets across Sponsored Products, Brands, Display and DSP, plus Walmart and Instacart. The 2026 news is the price. Essentials is $695/month for up to $10K in monthly ad spend; Growth is that base plus an undisclosed percentage above $10K, adding hourly Amazon Marketing Stream optimization and share-of-voice data; Premium is custom above $500K. At $10K in spend that is a 7% effective rate — worth it at scale, hard to justify at the bottom of its own bracket.

Teikametrics ARI — best retail-aware bidding (but the free tier is gone)

Teikametrics retired the Flywheel branding: at CES 2026 it launched ARI, or Artificial Retail Intelligence, a patent-pending engine it says unifies advertising, catalog optimization, inventory forecasting and analytics across Amazon, Walmart and TikTok. The inventory-aware bidding that always distinguished it — cutting bids when an ASIN's stock runs low — is now the centerpiece rather than a feature. What went away is the free plan for sellers under $10K in sales: Essentials is $179/month ($149 annual) capped at $10K in monthly ad spend, Advanced is custom plus 3% of spend above $10K, and the free entry point is now a 30-day trial.

Pacvue — best for enterprise and agencies

Pacvue is enterprise retail-media infrastructure: Amazon, Walmart, Instacart, Target and more, with deep AMC integration, dayparting, share-of-voice tracking and multi-account operations built for agencies. It prices as a percentage of ad spend — third-party sources triangulate 3–5% — with a roughly $500/month minimum and custom contracts, and publishes no pricing. Powerful and lever-rich; overkill below roughly $50K/month in spend. Worth knowing its engine also runs underneath Helium 10 Ads, so mid-market sellers can rent a slice of it for $129/month.

Scale Insights — best value for hands-on operators

Scale Insights was built by FBA sellers with $200M+ in combined revenue, and it shows: granular, rule-based control over every part of a campaign, priced per automated ASIN — $78/month for five, $98 for ten, $178 for twenty, $288 for thirty-five. Read the top of that ladder carefully: the unlimited-ASIN plan switches to 1% of monthly ad spend, so even the flat-fee tool has a percentage escape hatch. The other tradeoff is the learning curve — it rewards operators who want to encode their own logic, not those who want a black box.

Helium 10 Ads — best if you already own Helium 10

Adtomic no longer exists. Helium 10 replaced it with Helium 10 Ads, rebuilt on Pacvue's advertising engine and fed by Helium 10's own keyword database — and, unusually for 2026, the change made it cheaper. What was a $199/month add-on is now included with the $129/month Platinum plan ($99 billed annually) with no ad-spend threshold. Diamond ($359/month, $279 annual) adds rules-based controls and charges 2% on managed ad spend above $5,000/month. If you already pay for Helium 10, this is the least expensive competent bidder on the board.

Quartile — best AI plus managed service

Quartile pairs AI automation with managed services, using single-keyword, single-ASIN campaign structures that optimize on hourly Amazon Marketing Stream data. Published third-party tier schedules run from roughly $895/month to about $9,995/month, layered with a 2–5% share of ad spend, an onboarding minimum near $3,000/month in spend, roughly $500 per additional marketplace, and Amazon DSP typically billed separately at $1,000–$5,000/month. Sophisticated, and expensive in more line items than the headline suggests.

Down to Teikametrics or Quartile? We put both on the same ad-spend ladder, with live 2026 pricing and the exit terms, in our Teikametrics vs Quartile head-to-head.

The Pricing-Model Trap: When a Percentage of Spend Becomes Your Biggest Bill

The most expensive line in most PPC-software contracts isn't the sticker price — it's the percentage of ad spend. A tool advertised as "from $179/month" that also takes 3% of spend looks cheap at $5,000/month in ads and quietly becomes your biggest software cost at $50,000. I call the crossover the 3% Line: the point where a percentage fee overtakes a flat-fee tool plus a few hours of your time.

The math is worth doing before you sign, because it is rarely on the pricing page:

Monthly ad spend3% feeWhat that fee equals
$10,000$300/moMore than a full Helium 10 Platinum plan
$30,000$900/moMore than most mid-market tools charge outright
$60,000$1,800/moA part-time PPC contractor
$120,000$3,600/moA full enterprise platform plus managed service

None of that makes percentage pricing wrong — at high spend the best AI bidders are worth far more than 3%. The trap is paying a scaling fee for a tool whose value doesn't scale the same way, and 2026 made it harder to spot: Perpetua's base rose to $695, Teikametrics layers 3% above $10K, Helium 10 Diamond charges 2% above $5K, Quartile takes 2–5%, and even Scale Insights' unlimited plan converts to 1%. Almost every tier now hides a percentage somewhere. Run your number against the 3% Line before signing a twelve-month contract.

Which PPC Tools Actually See Your Margin and Inventory?

In 2026 the biggest differentiator between PPC platforms is no longer the bidding algorithm — it is whether the software reacts to inventory, pricing and margin at all. Several vendors now market that capability, which is a real change from a year ago, but the claims cover very different amounts of ground. Here is who claims what, and what each one is actually reading.

PlatformWhat it claimsWhat it actually readsActs or reports?
Teikametrics (ARI)Unified ads, catalog and inventory forecastingAmazon/Walmart sales and stock signalsActs — cuts bids on low stock
Profasee (Marko)Real-time pricing, inventory and listing coordinationPrice elasticity plus ad and inventory dataActs — from ~$399/mo
TrellisBidding tied to pricing and contentListing, price and ad performanceActs, priced on revenue plus spend
Perpetua / PacvueProfitability reportingAd metrics; margin only if you upload itReports
SellerForge (ours)Ads read against per-ASIN net profit and stock coverLanded cost, fees, returns, stock, account healthProposes — you approve

The word doing the work in every one of those claims is "margin," and margin is only as good as the landed cost behind it. So before you believe any profit-aware pitch, ask the vendor these four questions in order:

  1. 1Where does landed cost come from? If the answer is "Amazon's data," there is no landed cost — Amazon does not know what you paid your factory, your freight forwarder, or your 3PL.
  2. 2Who maintains it? A COGS field you upload once and never revisit produces confident, wrong profit numbers within a quarter. Ask how it gets updated when your unit cost changes.
  3. 3Does it act, or only report? A dashboard that shows negative-margin spend after the fact is a report. A system that changes or blocks the bid is a control. Both are useful; only one prevents the loss.
  4. 4What happens on a stockout? Ask for the specific behavior when stock cover drops below two weeks. "It surfaces an alert" and "it reduces bids automatically" are very different products at the same price.
Two of those questions are really about your own data hygiene, not the vendor's. If your per-ASIN costs are wrong, every profit-aware tool on the market will optimize confidently toward the wrong answer — which is why we treat cost accuracy as a prerequisite rather than a feature, and why the profitability audit that finds fee leakage is the job we recommend doing before you point any bidder at your catalog.

What PPC Automation Actually Does (vs. What the Ads Claim)

PPC automation excels at the mechanical layer: bid adjustments, keyword harvesting, budget pacing, dayparting and negative-keyword mining across a portfolio too large to touch by hand. The bigger 2026 story is that the free floor keeps rising underneath it.

Amazon keeps absorbing what used to be paid features. Amazon's Ads Agent, a conversational AI that builds and optimizes campaigns, is native and free; Amazon Marketing Cloud became free and self-service for sponsored-ads advertisers; Performance+ — the conversion-optimizing campaign type that used to sit behind managed service — is now available self-service to all advertisers, with Brand+ covering the upper funnel. Sponsored Products and Sponsored Brands prompts, the AI mini-answers embedded in ad units, reached general availability in the US on March 25, 2026, Sponsored Brands collections added AI-curated product groupings, and from August 10, 2026 Sponsored Products began extending into creator content.

That matters for what you should pay for: the simple if-then automation that used to justify a subscription now ships in the console. Amazon's own agentic-AI announcements are the clearest signal that the native baseline rose again in 2026. A paid tool now has to beat Amazon's free layer — with better algorithms, cross-channel reach, or context Amazon structurally will not give you, because it optimizes for its revenue, not your profit. The same dynamic is playing out on the operations side, which I mapped in what Amazon's free Seller Assistant can and can't do.

So the honest test for any PPC tool in 2026 isn't "does it automate bids?" — Amazon does that for free now. It's "does it automate bids meaningfully better than Amazon, and does anything connect that automation to my margin and inventory?" Rule-based-only tools mostly fail the first half; pure autobidders pass the first and fail the second.

The metric side of that test — why the dashboard should lead with TACoS, and the four diagnostics that separate an analyst layer from an autobidder — is laid out in ACoS vs TACoS: the Amazon ad metrics that matter in 2026.

Pacvue vs Perpetua: Which Should You Pick?

Pick Pacvue if you're an agency or enterprise brand that needs broad retail-media coverage, deep AMC analytics and multi-account operations; pick Perpetua if you're a single brand that wants hands-off, goal-based AI bidding and can clear its $695/month entry. Both are strong at high spend — they differ on control, coverage and how they price.

PacvuePerpetua
Best fitAgencies, enterprise brandsBrands wanting hands-off goals
Automation styleLever-rich, operator controlGoal-based, more black-box
Channel coverageAmazon, Walmart, Instacart, Target+Amazon, Walmart, Instacart
Entry pricing~$500/mo min, 3–5% of spend$695/mo to $10K spend, then %
Sweet spot$50K+/mo spend$10K–$500K/mo spend

The tiebreaker is who's driving. Pacvue hands operators more levers and dashboards — great with a dedicated PPC manager, heavy without one. Perpetua asks for a goal and gets out of the way. Neither reads your landed cost unless you feed it.

2026 update: we now keep a dedicated referee page on this exact matchup — Perpetua vs Pacvue: which Amazon PPC platform fits — with live-verified pricing for both, the Two-Dial Test, and the honest case for each (including when the answer is neither).

What's the Best AI Software for Amazon Sellers?

The best AI software for Amazon sellers in 2026 depends on the job: for AI that writes listings, use a listing tool; for AI that bids, use Perpetua or Teikametrics; but for AI built around your entire account — advertising, true profit, inventory and account health in one shared context — the purpose-built option is SellerForge (ours, disclosed). That whole-account category is usually what people mean when they search the phrase, and it's where a general chatbot or a single-task bolt-on falls short.

Here's the honest landscape, competitors included. Amazon's native AI got genuinely good — Ads Agent, Creative Studio, Canvas and a free Seller Assistant handle a great deal — but it only knows your Amazon data, not your landed costs or your goals. Helium 10 and Jungle Scout bolt capable AI onto research and listings. Teikametrics ARI is the closest any bidder has come to cross-domain reasoning, and it is a real product, not a slide. What still separates a whole-account platform is persistent context: knowing that campaign X is spending into a low-margin ASIN that is two weeks from a stockout and carries an open policy flag. That is what SellerForge is built to close, on flat tiers with no percentage of spend — the same argument we make in why generic AI tools fail Amazon sellers, and why we'd rather be the best AI account-intelligence layer for Amazon than the ninth autobidder.

Where SellerForge Fits: The AI Profit Layer (and Where It Doesn't)

Let's be direct, because this is our blog. What SellerForge is best at is that profit layer: reading your advertising against real per-ASIN margin, inventory cover and account health, then proposing changes you approve. What it is not is a pure bid-management engine — if you spend $80,000 a month and want a machine to run the auction while you sleep, buy Perpetua or Pacvue, because they're better at that one job than we are, and I'd tell a customer the same to their face.

One correction we owe readers of the earlier version of this article: it said SellerForge costs "$99/month flat" in several places. That was our own outdated number. SellerForge runs four tiers — Forge Core $49, Growth $99, Pro $199 and Agency $499 per month, with extra connected accounts at $39/month on Agency and extra seats at $15/month on Pro, after a 7-day trial; the pricing page is the source of truth. Growth is where most single-brand sellers land, so $99 was right for many readers and wrong as a description of the product.
Concretely: the SellerForge Advertising module surfaces the waste and stages fixes for approval; Custom Breakdowns shows true net profit per ASIN after fees and returns, not just ACoS; Forecasting supplies the stock-cover signal that should govern spend; and the account-aware AI Assistant can answer "which campaigns are spending into low-margin or low-stock ASINs?" because it knows your catalog. It never spends money on its own — it proposes, you approve.
For many sellers under ~$10K/month in spend, SellerForge plus Amazon's free native automation is the whole stack. Above that, run a dedicated autobidder for execution and use SellerForge as the profit-and-inventory conscience on top. If you're weighing the broader toolbox, see the full 2026 Amazon seller tool stack, our honest Helium 10 alternatives guide, and — since we're the vendor here — the case for and against paying us at all.

The Bottom Line: How to Actually Choose

Start with your ad spend, not a listicle. Under ~$2K/month, use Amazon's free native tools and skip the subscription. From $2K–$10K, buy a flat-fee or ASIN-priced tool — Scale Insights, or Helium 10 Ads if you already own Helium 10, which is now the cheapest competent bidder available. From $10K–$50K, adopt goal-based AI (Teikametrics or Perpetua) and do the 3% Line math first, because both repriced upward this year. Above $50K, an enterprise retail-media platform earns its keep.

Then add the piece most autobidders still don't have, and interrogate it if they claim they do. Across the 57 accounts I managed at Worldfront, the most expensive PPC mistakes weren't bad bids — they were great bids pointed at the wrong ASINs: money spent efficiently driving traffic to products we couldn't restock or couldn't make money on. A bidder will do that flawlessly. Make sure something in your stack is watching the margin, and that it knows what your products actually cost.

Want to see the profit-and-inventory layer in action against your own campaigns? Start a free SellerForge trial, connect your account, and let the Advertising module flag where your spend and your margin disagree — usually in the first session. If a stockout is what's really burning your ad budget, start instead with the Q4 inventory and cash-flow plan.
If your tool decision is upstream of PPC — picking a research suite before you scale ads — our Jungle Scout vs Helium 10 stage-based comparison covers which one earns its subscription at each phase.

David Gallo is the founder of SellerForge.ai. He previously managed 57 Amazon accounts representing over $350M in sales at Worldfront before building SellerForge to give sellers AI-powered tools at agency quality without the agency price.

Frequently Asked Questions

There is no single best Amazon PPC software — the right pick depends on your monthly ad spend. Under about $2,000/month, Amazon's free native automation usually suffices. Helium 10 Ads (included with the $129/month Platinum plan) and Scale Insights (from $78/month) lead the mid-market on predictable pricing. Teikametrics and Perpetua dominate goal-based AI automation at $10K–$50K in spend, though both repriced upward in 2026. Pacvue and Quartile serve enterprise brands and agencies above $50K.
Amazon PPC software in 2026 spans free to $10,000/month. Amazon's native tools are free. Scale Insights starts at $78/month for five automated ASINs; Helium 10 Ads is included with Platinum at $129/month ($99 annual); Teikametrics Essentials is $179/month ($149 annual) up to $10K in ad spend; Perpetua Essentials is $695/month up to $10K, then adds a percentage; Pacvue runs a ~$500/month minimum or 3–5% of spend; Quartile bands run roughly $895 to $9,995/month plus 2–5% of spend.
No. Adtomic was retired and replaced by Helium 10 Ads, rebuilt on Pacvue's advertising engine. The practical effect is a price cut: what used to be a $199/month add-on is now included with the $129/month Platinum plan ($99 annual) with no ad-spend threshold. Diamond ($359/month, or $279 annual) adds rules-based controls and charges 2% on managed ad spend above $5,000/month. If an article still recommends 'Adtomic in Diamond,' it has not been updated since early 2025.
PPC software is worth it once your ad spend is high enough that a small efficiency gain outweighs the subscription. A tool that trims three points off a 35% ACoS on $20,000/month in spend saves roughly $600/month — easily paying for a mid-market subscription. Below a couple thousand dollars a month the math rarely works: Amazon's free native bidding rules, the Ads Agent and Performance+ handle the basics, and your time is better spent on listings and sourcing.
Pacvue is the better fit for enterprise brands and agencies needing broad retail-media coverage (Amazon, Walmart, Instacart, Target), deep AMC integration, and multi-account operations; it prices as a percentage of ad spend, commonly 3–5%, with a roughly $500/month minimum. Perpetua is the stronger pick for a single brand wanting hands-off, goal-based AI bidding, but its entry point is now $695/month for up to $10K in spend, which prices out most mid-market sellers. Perpetua leans black-box; Pacvue gives operators more levers.
Amazon's own console is the real free option, and it got substantially better: free rule-based bidding, budget rules, the conversational Ads Agent, Performance+ campaigns now available self-service to all advertisers, and free self-service access to Amazon Marketing Cloud. Third-party free tiers have mostly disappeared — Teikametrics retired the free plan it offered sellers under $10K in sales and now runs a 30-day trial instead. For most sellers under $2,000/month in spend, Amazon's native layer is the whole answer.
AI manages the mechanical layer of Amazon PPC well — bid adjustments, keyword harvesting, budget pacing and dayparting across a portfolio, faster and more consistently than a human. The open question in 2026 is not whether AI can bid, but whether it can see anything beyond bids. Several platforms now claim margin- and inventory-aware optimization; the test is where the tool gets your landed cost and whether it will actually cut spend on an ASIN heading for a stockout, or merely report it.
Several now claim it, and the claims differ in substance. Teikametrics rebuilt around ARI, an engine it says unifies ads, catalog and inventory forecasting. Profasee Marko (from ~$399/month) markets real-time coordination of pricing, inventory and listing data. Trellis links bidding to pricing and content. SellerForge (our product, disclosed) reads ads against per-ASIN net profit and stock cover but proposes rather than bids. Ask each vendor the same four questions: where does landed cost come from, who maintains it, does the tool act or only report, and what happens on a stockout.
Rule-based automation executes explicit if-then logic you define — "if ACoS exceeds 30%, lower the bid 10%" — which is transparent and controllable but only as smart as your rules. AI automation learns patterns across many accounts and adjusts toward a goal, such as a target ACoS or sales level, without you writing the logic. Rule-based-only tools lost ground because Amazon now offers basic rules for free; the paid differentiator in 2026 is goal-based AI plus context Amazon will not give you.
It depends on the job. For bid execution, Perpetua or Teikametrics. For research and listings, Helium 10 or Jungle Scout. For AI built around your whole account — advertising judged against true profit, inventory and account health in one shared context — SellerForge is our purpose-built option, disclosed, with plans from $49 to $499/month. Amazon's own free Seller Assistant is genuinely capable but only ever sees Amazon's view of one account, not your landed costs or your goals.
DG
David Gallo·Founder, SellerForge

Amazon seller with 12+ years managing private label brands across 57 accounts and $350M+ in sales managed.

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