Key takeaways
- Goodie AI, Azoma, and Opttab all monitor product visibility across ChatGPT, Google AI Mode, Perplexity, and Amazon Rufus, but they differ sharply in how much they do about it versus just report on it.
- Azoma is the enterprise CPG pick (L'Oréal, Unilever, Mars, Zappos among its named clients) with the broadest named surface coverage, including Alexa for Shopping and Walmart Sparky, but pricing is quote-only.
- Goodie AI has the clearest monitor-to-revenue loop, with one-click feed remediation and incrementality reporting, starting at $399/month.
- Opttab is the cheapest entry point ($25-84/month) but treats agentic commerce as one module inside a broader GEO suite, with product counts capped by tier (200-500 SKUs at the Growth plan).
- None of these three publish third-party-audited data on AI shopping citation behavior; for that layer, pairing any of them with a general AI visibility platform like Promptwatch gives you the broader citation and crawler context these commerce-specific tools don't track.
Why agentic commerce optimization became its own category
Something shifted in how people shop sometime between late 2025 and early 2026. ChatGPT stopped being a place people asked for advice before buying somewhere else, and started being a place where the buying itself could happen. OpenAI's Buy It In ChatGPT, built on the open Agentic Commerce Protocol with Stripe, went live for more users in February 2026. Google answered with its own open standard, the Universal Commerce Protocol, partnering with Walmart, Target, Shopify, and Etsy. Amazon, predictably, decided to build its own thing entirely, baking agentic purchasing into Alexa+.
Then, by March 2026, OpenAI quietly stepped back from pushing Instant Checkout as the headline feature and repositioned ACP around product discovery. That one move told you everything about where this category actually lives right now. AI agents got good at recommending products fast. They stayed slow, and cautious, about actually buying them. Which means the fight in 2026 isn't over checkout flows. It's over whether an AI agent can find your product, trust your product data, and put it on the shortlist in the first place.
That's the job Goodie AI, Azoma, and Opttab are all trying to do, each with a different shape.
The three platforms at a glance
| Platform | Positioning | Surface coverage | Pricing model | Best for |
|---|---|---|---|---|
| Goodie AI | Agentic commerce as a module on an AEO suite | ChatGPT, AI Mode, Perplexity, Rufus, Gemini, Alexa for Shopping, Sparky (Pro) | Self-serve, $399-$999/mo | Mid-market brands wanting monitor-to-revenue proof |
| Azoma | Category-defining enterprise ACO platform | ChatGPT, Gemini, AI Overviews, Rufus, Alexa for Shopping, Walmart Sparky, Perplexity | Custom quote only | Enterprise CPG with Salsify/PIM workflows |
| Opttab | AI Commerce as one module in an all-in-one GEO suite | 9-10 AI models tracked; commerce module gated by SKU count | Self-serve, $25-$415/mo | Small catalogs, budget-conscious teams |
Goodie AI's agentic commerce optimizer
Goodie launched its Agentic Commerce Optimizer in October 2025, and the pitch is refreshingly concrete: monitor, diagnose, act, prove. It isn't just another dashboard telling you your share of voice dropped. It tracks SKU-level visibility across ChatGPT's agentic commerce surface, Google AI Mode shopping, Amazon Rufus, and Perplexity Shopping, broken down by country, language, persona, and category. Then it goes looking for the specific reason a product isn't showing up: missing feed attributes, stale pricing, taxonomy mismatches, thin PDP copy, weak schema, missing reviews.
The part that actually separates Goodie from a pure tracker is the "act" step. It ships fixes directly, one-click feed remediation, auto-generated product copy and FAQs, schema injection, and publishes an ACP-ready feed straight to storefronts and ad feeds. Goodie's own case example: a brand with 2,000 SKUs found ChatGPT only knew about 1,260 of them, and of those, just 820 had complete pricing and availability data. That's the kind of gap this tool exists to close.
On pricing, Goodie's Core plan runs $399/month (billed annually) with five engines and 100 tracked prompts. Pro jumps to $999/month, adding Gemini, Alexa for Shopping, and Walmart Sparky, plus SKU-level agentic-commerce visibility and demand research. There's an agency tier too, starting at $350/month for ten pitch workspaces. The client logos on its pricing page, Dermalogica, Lancôme, Skylum, Sanity, suggest it's built more for mid-market consumer brands than Fortune 500 CPG.
Azoma and the "5 C's" framework
Azoma makes a bolder claim than either of its rivals: it says it defined the Agentic Commerce Optimisation category itself. Whether or not you buy that framing, the company has done something smart, it co-authored a measurement framework, the "5 C's of Agentic Commerce" (Completeness, Context, Citations, Correctness, Customer Acquisition), with the Digital Shelf Institute. That gives Azoma's sales conversations an industry-body stamp that Goodie and Opttab don't have.
Where Azoma genuinely pulls ahead is surface breadth. It's the only one of the three that explicitly covers Amazon Rufus, Alexa for Shopping, and Walmart Sparky alongside the usual ChatGPT, Gemini, AI Overviews, and Perplexity lineup. And its own Q2 2026 citation-source analysis is a useful reality check for anyone assuming one playbook works everywhere: ChatGPT draws 41% earned media and 37% retailer sources, Gemini flips that to 41% retailer and 37% earned media, Walmart Sparky leans 36% earned media, and Alexa for Shopping is a staggering 73% affiliate. If that data holds, it means your Amazon affiliate strategy and your ChatGPT content strategy need to be almost entirely different things.
A customer-reported result from Azoma's whitepaper: a 5x increase in Amazon Rufus mention share across a brand portfolio, with listing content that lifted conversion 32% in Amazon split testing. The client roster, L'Oréal, Unilever, Mars, Beiersdorf, Reckitt, Canadian Tire, Zappos, confirms this is built for enterprise CPG teams already running Salsify for their digital shelf, since Azoma integrates directly with it.
The catch: there's no public pricing page. Third-party estimates put it anywhere from $500 to $2,000+ per month, and Goodie's own comparison content cites "starting at $1,000/month." None of that is vendor-confirmed, so treat it as a planning range, not a quote.
Opttab's agentic commerce module
Opttab bills itself as an all-inclusive AI visibility and GEO platform, and agentic commerce is just one line item inside a much wider toolkit that also covers general AEO content generation, crawler analytics, a website builder, and "bot ready pages." If you want agentic commerce optimization as a standalone focus, this isn't really built for that. If you want a cheap way to dip a toe into AI visibility generally, with a commerce module along for the ride, it's the lowest-friction option on this list by a wide margin.
Pricing starts at $25-29/month for the Lite plan (ChatGPT and Gemini only, 30 tracked prompts), and the Starter tier at $84-99/month adds eight AI models and ten content generations a month. The AI Commerce module only shows up at the Growth tier ($415-499/month), and even then it's capped, 500 products in one version of the pricing page, 200 in another (the inconsistency is worth checking live before you buy). Enterprise opens that up to 1,000+ products with custom pricing.
That product-count ceiling is the real differentiator to flag. Goodie gates its commerce features by engine count and prompt volume, not catalog size. Azoma doesn't publish a self-serve tier at all. Opttab is the only one of the three that explicitly caps how many SKUs you can run through the commerce module before you're forced to upgrade, which matters a lot if you're a mid-sized retailer with a few thousand items.
What the data says about where product visibility actually comes from
None of the three vendors above publish independently verified citation data, so it's worth grounding any agentic commerce strategy in broader AI visibility research before you pick a tool. Promptwatch's citation-type data for late September and early October 2026 found that product pages are the single most-cited content type in ChatGPT overall, 22.4% of all classified citations, with landing pages close behind at 16.8%. For commercial prompts specifically ("best X for Y" style queries), product pages rise to 26% of citations, and product pages, landing pages, listicles, and comparisons together make up roughly 70% of what gets cited. Read the full breakdown in Promptwatch's ChatGPT citation share by content type report.
The same data shows ChatGPT attaches shopping product cards to only a low single-digit share of all web-search responses, though that rate isn't static, it roughly doubled overnight in late May 2026 before falling back weeks later, which tells you OpenAI is actively tuning when and how often shopping features appear. See Promptwatch's ChatGPT shopping feature usage data for the trend line. There's also a crawler-side shift worth knowing about before you decide which bots to prioritize for feed access: OpenAI's share of verified AI crawler requests fell from 94.8% the week of June 8-14, 2026 to 79.8% by early September, as Google, Anthropic, Perplexity, and Mistral all picked up share, per Promptwatch's AI crawler traffic report.
None of that data names Goodie, Azoma, or Opttab specifically, but it does tell you what all three are chasing: a shrinking, carefully-gated slice of AI responses where product cards actually appear, fed by a crawler landscape that's less OpenAI-dominated than it was six months ago.
Other tools worth a look
If your catalog is the main bottleneck rather than your attribution or framework needs, a couple of other SKU-focused platforms are worth a glance. Ranketta runs continuous browser-session tracking (not API-based) across eight AI surfaces and pairs it with an AI agent that rewrites titles, descriptions, and GTINs with a confidence score on every fix.
Alhena AI takes a different angle, storefront-side SKU tracking tied to a closed-loop revenue attribution model, plus an on-site shopping assistant, though it has no feed-export or enrichment layer back into Merchant Center.
And if agentic commerce is just one piece of a bigger AI-visibility puzzle for your brand, general-purpose monitoring like Peec AI gives you product-level AI Shopping tracking through MCP alongside broader AEO visibility work.
For brands and agencies that want the fuller stack, crawler logs, offsite mentions, content generation that actually publishes, not just flags gaps, Promptwatch covers AI shopping surfaces like ChatGPT Shopping and shopping Ads Radar as part of a wider visibility platform rather than a commerce-only point solution.
Which one should you actually use
If you're an enterprise CPG brand already running Salsify or another PIM and you need Amazon, Alexa, and Walmart Sparky coverage alongside the usual AI chat surfaces, Azoma's breadth and its published measurement framework make the strongest case, assuming your budget can absorb a quote-only enterprise contract.
If you want the tightest loop from "here's what's broken" to "here's the fix we shipped and the revenue it drove," Goodie AI is the more self-serve, mid-market-friendly option, and its $399/month entry point is honest about what you get rather than hiding behind a demo request.
If you're a smaller retailer testing the waters before committing real budget, Opttab's $25-84/month tiers let you track AI visibility broadly, with agentic commerce bolted on once your catalog and budget both grow past the entry tiers.
Whatever you pick, don't treat the tool as the strategy. The actual constraint, confirmed by every source in this space from Syndigo's product-data research to OpenAI's own retreat from checkout-first messaging, is whether your product data is complete, structured, and fresh enough for an agent to trust it. The software just tells you where that's failing. For anyone building a broader AI search optimization program around that insight, the directory of GEO software at bestgeosoftware.com is a reasonable next stop for comparing options beyond commerce specifically.