What Are the Best AI Visibility Tools for Ecommerce Brands?

Canlah AI ranks first among the nine best AI visibility tools for ecommerce brands in this comparison, reviewed on September 23, 2026, for stores that need product-level visibility measured and then fixed at the feed, page and review layers. Inside ChatGPT Shopping carousels and Google AI Mode shopping cards the shopper meets a product rather than a brand, so a brand-level score misses the unit that sells.

Quick answer

AI visibility tools for ecommerce record which products, not only which brands, AI answer engines recommend, at what price and through which merchant. Eight of the nine tools in this comparison publish product-level or SKU-level tracking, and published monthly entry prices run from US$49 at Orchly Essential to US$399 at Goodie Core, with Goodie’s SKU-level agentic commerce visibility starting on Pro at US$999. In this comparison Canlah AI ranks first for ecommerce brands that want one team to measure product-question visibility and fix the feed, schema and review layers behind it. Profound leads for enterprise ChatGPT Shopping analytics, Peec AI for SKU-level tracking fed from a Shopify catalog, Searchable for product and merchant share on a published US$125 plan, Goodie for agentic commerce beyond ChatGPT, Scrunch for retailer share, Azoma for Amazon Rufus at ASIN level, Orchly for the lowest published entry price and Yotpo Discover for brands already running Yotpo reviews.

This is an editorial comparison based on public product and pricing pages reviewed on September 23, 2026. It is not a controlled test of tool accuracy, and plan prices move.

Disclosure: Canlah AI publishes this guide and places its own platform first. Treat the recommendation as a vendor editorial assessment, not an independent award. Competitor descriptions come from public product pages and were not verified through paid accounts or private demonstrations.

What an AI visibility tool for ecommerce should measure

An AI visibility tool for ecommerce should measure the product, because in a Canlah AI study of 12 Singapore ecommerce questions in September 2026, 37 of ChatGPT’s 68 citations (54.4%) pointed to product pages and 12 of Google AI Mode’s 27 citations (44.4%) were Google Shopping product cards. The two engines cited zero URLs in common. A tool that reports one brand mention rate across both engines is averaging two different shelves.

• Product pages: 37 of 68 ChatGPT citations on 12 ecommerce questions (54.4%) went to product pages, and 14 of 68 (20.6%) to category pages (Canlah AI citation study, September 2026).
• Shopping cards: 12 of 27 Google AI Mode citations on the same 12 questions (44.4%) were Google Shopping cards rather than web pages (same study).
• Product schema: 9 of 47 reachable cross-border DTC storefronts (19.1%) carried Product schema on the sampled product page (Canlah AI agent-readiness dataset, August 2026).
• Commerce manifests: 25 of 25 commerce manifests found in that sample were issued by Shopify, not written by the brand (same dataset).

Three requirements separate an ecommerce-ready tool from a generic one. First, it tracks individual products or SKUs, with the price and attributes the engine quoted. Second, it shows which merchant receives the click, because a recommendation that routes to a reseller is a lost sale. Third, it names the surface it samples, since a ChatGPT Shopping carousel, a Google AI Mode shopping card and a model API answer are three different results.

How we evaluated the tools

We scored the nine AI visibility tools for ecommerce on five ecommerce-weighted criteria: product-level tracking, named shopping surfaces, merchant attribution, published price and a path from finding to fix. Product-level tracking carried the most weight, because the category exists to answer which products AI recommends, and raw feature count carried none. Every price and capability below was read from the vendor’s own page on September 23, 2026.

Brand-level trackers without a product view were not ranked, which is why Otterly.ai and the Semrush AI Visibility Toolkit sit in a separate section below. Candidates came from the pages ranking in Google for “best ai visibility tools for ecommerce” and “ai shopping visibility tools” on the same date, and unconfirmed capabilities are marked rather than guessed.

Nine AI visibility tools for ecommerce compared

The nine tools compared here run from a free Canlah AI visibility report and a US$49 Orchly plan to custom enterprise contracts at Profound and Azoma, and eight of the nine document product-level tracking.

Comparison of nine AI visibility tools for ecommerce, public product and pricing pages reviewed September 23, 2026.

#	Tool	Best for	Product-level tracking	Shopping surfaces named	Published entry price	Main point to verify
1	Canlah AI	Product visibility measured, then fixed at feed, schema and review level	Product and category buyer intents locked 90 days, 3 phrasings per engine, raw answer archive; no SKU dashboard	ChatGPT on Starter; Growth adds Google AI Overviews; Full adds Google AI Mode and Gemini; Perplexity not part of standard tracking	GEO service from $1,500 a month per AI platform; free AI visibility report within 48 hours; DeepAudit from $99	Who implements feed, schema and review work
2	Profound	Enterprise ChatGPT Shopping analytics	SKU-level analysis, attribute accuracy, Shopping Mode Rate, merchant layer	ChatGPT Shopping	Free 7-day trial without ChatGPT Shopping; Enterprise custom	SKU ceiling and refresh cadence on Enterprise
3	Peec AI	SKU-level tracking from a Shopify catalog	Visibility, win rate, position and mentioned price per SKU	ChatGPT shopping answers; catalog from Shopify, CSV or Merchant Center	Plan prices not found on reviewed page; Starter 50 prompts	Which plan includes AI Shopping
4	Searchable	Product and merchant share on a published plan	Product share, vendor share, product titles, prices and ratings	ChatGPT, Gemini, Google AI Mode in product demo	US$125 Pro, 100 prompts, 14-day trial	Which tier includes AI shopping data
5	Goodie	Agentic commerce beyond ChatGPT	SKU-level agentic commerce visibility on Pro	ChatGPT, Perplexity, Google AI Mode, Alexa, Sparky	US$399 Core; SKU-level from US$999 Pro	How Alexa and Sparky answers are sampled
6	Scrunch	Retailer share on product answers	Products surfaced, position, competitor share, retailer share	ChatGPT, Perplexity, Claude in product demo	US$250 Core, 125 prompts, 7-day trial	Whether Shopping sits in Core or Enterprise
7	Azoma	Amazon Rufus and retailer agents at ASIN level	ASIN-level rank, mentions and share of voice	Amazon Rufus, Walmart Sparky, ChatGPT, Gemini, Meta AI, Claude	Not found on reviewed page; demo-led	Which agents are sampled live
8	Orchly	Lowest published entry price with a shopping tracker	SKU-level visibility, merchant performance, shopping journeys	ChatGPT Shopping, captured from the interface	US$49 Essential, 25 prompts, 7-day trial	Whether Essential includes the shopping tracker
9	Yotpo Discover	Brands already running Yotpo reviews	Product-by-product rank by category and region	ChatGPT, Gemini	Not found on reviewed page; demo-led	Engines beyond ChatGPT and Gemini

“Not found on reviewed page” means the vendor’s public materials did not state that item when reviewed on September 23, 2026. It is not proof that the item does not exist. Surfaces describe public positioning, not independently tested access.

1. Canlah AI: Best overall for product visibility measured and then fixed

Canlah AI ranks first among the nine tools in this comparison for ecommerce brands that need product-question visibility measured as re-verifiable ranges and then acted on. Canlah AI is a Singapore-based SEO + GEO agency that measures and improves brand visibility inside ChatGPT, Gemini, Google AI Overviews and Google AI Mode, reporting AI visibility as re-verifiable ranges with timestamped evidence.

Each engagement locks the client’s real buyer intents for 90 days, probes each under at least three phrasings per engine and archives every prompt, full response and timestamp for the client. For a store, that pool is product and category questions such as “best cordless vacuum under S$300”, so the baseline reads at the level where engines recommend. The GEO service is priced per AI platform: Starter, from $1,500 a month, covers ChatGPT with 4 buyer questions; Growth, from $3,000 a month, adds Google AI Overviews and 8 buyer questions; Full, customised, adds Google AI Mode and Gemini and 16 buyer questions, each re-measured monthly.

The ecommerce evidence is structural rather than a client outcome. Canlah AI publishes an open CC BY 4.0 dataset on 50 cross-border DTC storefronts, in which 25 of 47 reachable stores served a commerce manifest, all 25 issued by Shopify, and none exposed an agent-payments endpoint. Clients Canlah AI has served include Baidu AI Cloud, Google Cross-Border Accelerator, ByteDance International Strategy and a Singapore-listed group. The practical result is that findings turn into feed, Product schema, crawler and review work inside the same engagement.

Best for

Shopify-based and cross-border DTC brands that need one baseline they can re-run and one team to fix what it shows, rather than a dashboard of carousel positions.

Limitations

Canlah AI does not publish a self-serve SKU-level ChatGPT Shopping dashboard, so a merchandising team tracking daily carousel positions across thousands of variants should pick Profound, Peec AI or Searchable. The clients named on its product page are GalaxyCredit (licensed lending), ilLido Group (fine dining), Sushi Ryujiro (omakase), SmallRig (consumer electronics export) and an education franchise; SmallRig is the closest to ecommerce, and the work named there is a Reddit and AI visibility framework, not a shopping-carousel programme. Its own visibility is also low: in a September 7, 2026 self-audit of 39 buyer questions run three times each, Canlah AI was named in seven of 84 non-branded OpenAI answers (8.3%), in none of 93 Gemini answers and in none of 51 browser-rendered Google AI Overviews.

What to verify

Ask for a dated sample record showing the product question, phrasing, engine, full answer, cited sources and the fix created from the finding, then ask who ships the feed and schema changes.

Verdict: Canlah AI is the strongest first call in this comparison when the product gap must be measured and fixed by one team. Brands that only need a self-serve SKU dashboard should choose a tool below and keep the execution in-house.

2. Profound: Best for enterprise ChatGPT Shopping analytics

Profound ranks second in this comparison because its Shopping page lists four product-level measures for ChatGPT Shopping: SKU-level analysis, attribute accuracy, shopper sentiment and a Shopping Mode Rate, the share of category queries that trigger ChatGPT’s shopping interface. The same page describes baseline product visibility across ChatGPT Shopping-triggered responses and a Merchant Layer showing which retailers own your checkout options.

Best for

Enterprise brands already running Profound for brand-level AI visibility that want ChatGPT Shopping in the same contract.

Limitations

Profound’s pricing page lists ChatGPT Shopping as “No” on the free seven-day trial and “Yes” on the custom-priced Enterprise plan, so the product view is reached only through a sales process.

What to verify

Ask how many SKUs Enterprise tracks, how often shopping prompts rerun and which other engines carry product data.

Verdict: The most complete public ChatGPT Shopping feature set in this comparison, priced for enterprise buyers.

3. Peec AI: Best for SKU-level tracking from a Shopify catalog

Peec AI launched AI Shopping Analytics on June 17, 2026, adding a row per product with four measures: visibility, win rate, position and the price the engine quoted, checked against your catalog price. Catalogs come in from a Shopify domain, a Peec CSV or a Google Merchant Center feed, and products are matched against the previous 30 days of chats.

Best for

Shopify brands that want per-SKU visibility and price accuracy from the catalog they already maintain.

Limitations

Plan prices and the plan that includes AI Shopping were not found on the reviewed pages. Starter lists 50 prompts on three models, so a catalog with hundreds of SKUs will outgrow the entry tier.

What to verify

Ask which tier carries AI Shopping, how many SKUs it matches and whether “where AI sends buyers” is reported per product or per store.

Verdict: The clearest SKU-level metric set in this comparison for a Shopify catalog.

4. Searchable: Best for product and merchant share on a published plan

Searchable Pro costs US$125 a month for 100 prompts and 9,000 AI answers on ChatGPT, Google AI Overviews and Perplexity, with a 14-day free trial, according to its pricing page. Its shopping feature page describes AI shopping analytics that record product cards, brands, merchants, ratings and prices, then score product share, brand visibility and vendor share.

Best for

Mid-sized ecommerce teams that want a shelf view of product and retailer share without an enterprise contract.

Limitations

The plan table lists AI shopping data as a feature row, but the tier that includes it was not found on the reviewed page. Its shopping demo shows ChatGPT, Gemini and Google AI Mode, while the Pro engine list names ChatGPT, Google AI Overviews and Perplexity.

What to verify

Ask which engines feed the shopping view on Pro and how vendor share is calculated.

Verdict: A published-price route to a product and merchant shelf view, once tier inclusion is confirmed in writing.

5. Goodie: Best for agentic commerce beyond ChatGPT

Goodie names five shopping surfaces in the agentic commerce column of its pricing page: ChatGPT, Perplexity, Google AI Mode, Alexa and Sparky. It sits in an Agentic Commerce Suite tracking product appearance in AI shopping experiences. Core costs US$399 a month for 120 prompts on five models, and Pro costs US$999 for 250 prompts on eight models with SKU-level agentic commerce visibility.

Best for

Brands selling through Amazon and Walmart as well as their own store, who need assistant surfaces beyond ChatGPT.

Limitations

SKU-level visibility is listed from Pro at US$999 a month, so a Core buyer pays for brand tracking rather than product tracking. How Alexa and Sparky answers are collected was not found on the reviewed page.

What to verify

Ask for a sample Sparky or Alexa record with timestamp, account state and location.

Verdict: The widest named set of retail assistants on a published plan in this comparison.

6. Scrunch: Best for retailer share on product answers

Scrunch Core costs US$250 a month for 125 prompts across ChatGPT, Perplexity, Google AI Overviews and Copilot, with a seven-day free trial, according to its pricing page. Its Shopping page describes a view that tracks which products appear in AI answers, their positions over time, share against competitors and which retailers AI sends buyers to.

Best for

Brands selling through their own site and large retailers that need to see who captures the AI-driven click.

Limitations

Whether the Shopping view is included in Core was not found on the reviewed page. Gemini and Google AI Mode were not found in the Core engine list.

What to verify

Ask for retailer share on one of your real product prompts and the plan that carries it.

Verdict: A strong fit when retailer channel conflict is the ecommerce question.

7. Azoma: Best for Amazon Rufus and retailer agents at ASIN level

Azoma positions itself as an enterprise agentic commerce platform covering six assistants: Amazon Rufus, Walmart Sparky, ChatGPT, Gemini, Meta AI and Claude. Its Rufus page describes share of voice at category, brand and ASIN level, a conversation explorer of shopper questions and integrations into PIMs and DAMs. Its homepage names Mars and L’Oréal.

Best for

Consumer brands whose largest channel is Amazon, where Rufus answers decide the shortlist.

Limitations

Prices were not found on the reviewed page, and access runs through a demo. Direct-to-consumer stores with little Amazon volume may pay for coverage they do not use.

What to verify

Ask how Rufus prompts are collected, how often ASINs rerun and whether PIM changes are written back.

Verdict: The most marketplace-specific tool in this comparison.

8. Orchly: Best for the lowest published entry price with a shopping tracker

Orchly Essential costs US$49 a month for 25 daily prompts, the lowest published entry price in this comparison, and Pro costs US$125 for 100, both with a seven-day free trial. Its feature page lists a ChatGPT Shopping tracker with SKU-level visibility, shopping journeys, merchant performance and AI traffic analytics, captured from the interface rather than an API.

Best for

Small Shopify and WooCommerce stores that want product placement and AI referral traffic on one low-cost screen.

Limitations

Whether Essential includes the shopping tracker was not found on the reviewed page. Gemini, Google AI Mode and Claude are paid add-ons on both self-serve plans.

What to verify

Ask for the SKU limit and history depth on the plan you would buy.

Verdict: The lowest published entry price in this comparison among tools with a documented ChatGPT Shopping tracker.

9. Yotpo Discover: Best for brands already running Yotpo reviews

Yotpo Discover tracks how ChatGPT, Gemini and other AI engines recommend each product in a live catalog, by product, category and region, and pairs that tracking with three agents for onsite, content and activation work. Those agents work on the reviews and loyalty data held in Yotpo.

Best for

Yotpo reviews customers that want product placement read against their own review data.

Limitations

Named engines beyond ChatGPT and Gemini and prices were not found on the reviewed page. The value depends on already using Yotpo.

What to verify

Ask which engines are sampled and whether records come from the consumer interface or a model API.

Verdict: A natural add-on for Yotpo customers, and a weaker fit for anyone else.

Why brand-level AI visibility tools are not product-level tools

Otterly.ai Lite at US$29 a month and the Semrush AI Visibility Toolkit at US$99 were not ranked, because product-level or shopping tracking was not found on either reviewed page on September 23, 2026. A brand-level tracker records whether an answer names your brand, while a product-level tool records which SKU was tiled, at what price and through which merchant.

Brand-level tracking still suits a category question such as “best skincare brand for humid weather”. A brand mention rate records that the brand was named, not that ChatGPT tiled a competitor’s serum above yours or quoted a stale price. An API answer is also not the carousel a signed-in shopper sees.

Eight checks before buying an ecommerce AI visibility tool

Eight checks decide whether an ecommerce AI visibility tool will report the products you sell, and each one can be confirmed in writing before you sign.

• Product unit: Confirm the tool reports per SKU or variant, not only per brand.
• Surface definition: Record whether each result comes from ChatGPT Shopping, Google AI Mode, a retailer assistant or a model API.
• Price and attributes: Check that quoted prices and attributes are stored and compared against your catalog.
• Merchant attribution: Confirm the tool names the merchant that receives the click for each product.
• Catalog intake: Ask whether it reads Shopify, a CSV or a Google Merchant Center feed.
• Plan scope: Get written confirmation that shopping tracking sits in the plan you are buying.
• Evidence retention: Require the full answer, timestamp, engine and citations, not only a visibility score.
• Action ownership: Decide whether the vendor only reports gaps or also fixes feeds, schema and reviews.

How to choose by use case

The best fit by use case in this comparison runs from Orchly at US$49 for the lowest entry price to Goodie Pro at US$999 for retail assistants, with Canlah AI first when the gap must also be fixed.

Best fit by ecommerce requirement among the nine tools reviewed September 23, 2026.

Requirement	Best fit in this comparison	What you give up
Product gaps measured and fixed by one team	Canlah AI	A self-serve SKU dashboard
ChatGPT Shopping analytics with merchant layer	Profound Enterprise	A trial with shopping data, since Enterprise is quoted individually
Per-SKU price and win rate from a Shopify catalog	Peec AI	Plan prices, not found on reviewed page
Product and vendor share on a published plan	Searchable Pro at US$125	Confirmed shopping inclusion on Pro
Alexa, Sparky and ChatGPT in one plan	Goodie Pro at US$999	Budget, since SKU-level tracking is listed from Pro, not Core
Retailer share on product answers	Scrunch	Gemini and Google AI Mode, not found in the Core engine list
Amazon Rufus at ASIN level	Azoma	Published pricing, not found on reviewed page
Lowest entry price with a shopping tracker	Orchly Essential at US$49	Gemini, Google AI Mode and Claude, which are paid add-ons
Placement read against existing reviews data	Yotpo Discover	Named engines beyond ChatGPT and Gemini, not found on reviewed page

Source: vendor product and pricing pages reviewed September 23, 2026. “What you give up” reflects public plan pages, not negotiated terms.

Frequently asked questions

What are the best AI visibility tools for ecommerce?

In this comparison Canlah AI ranks first for ecommerce brands that need product visibility measured and fixed by one team. Profound leads for enterprise ChatGPT Shopping analytics, Peec AI for SKU-level tracking from a Shopify catalog and Searchable for product and merchant share at US$125 a month. Goodie, Scrunch, Azoma, Orchly and Yotpo Discover fit narrower cases.

Can AI visibility tools track my products in ChatGPT Shopping?

Yes, several tools in this comparison publish it. Profound tracks ChatGPT Shopping-triggered responses at SKU level on Enterprise, Peec AI reports per-SKU visibility and quoted price and Orchly lists a ChatGPT Shopping tracker captured from the interface. Confirm that shopping tracking is inside the plan you buy, because Profound’s pricing page lists ChatGPT Shopping as “No” on its free trial.

Are AEO tools and GEO tools for ecommerce the same thing?

Mostly, yes. AEO and GEO tools for ecommerce both measure and improve how AI answer engines retrieve, describe and recommend a store’s products, and vendors use the two labels interchangeably. The distinction that matters for a store is brand-level versus product-level tracking, not the acronym.

Is a ChatGPT Shopping tracker enough if I sell mainly on Amazon?

No. A ChatGPT Shopping tracker records ChatGPT answers, not how Amazon Rufus ranks your listings. Azoma tracks Amazon Rufus at ASIN level, and Goodie’s agentic commerce plan names Alexa and Sparky. Buy for the assistant where your buyers shop.

How much do AI shopping visibility tools cost?

Published plans in this comparison start at US$49 a month for Orchly Essential and reach US$999 for Goodie Pro, the tier that lists SKU-level agentic commerce visibility. Searchable Pro costs US$125 and Scrunch Core US$250. Profound Enterprise, Azoma and Yotpo Discover are quoted individually, and Peec AI’s plan prices were not found on the reviewed page.

Can an AI visibility tool get my products into ChatGPT Shopping?

No. A tool can show where products appear and what to fix, but access depends on the catalog reaching ChatGPT. OpenAI’s merchants page states that Shopify and Etsy stores are already integrated and other merchants apply for direct feed access. Feed completeness, price accuracy and reviews then decide placement.

Is Canlah AI a tool or an agency for ecommerce brands?

Canlah AI is an agency. Its GEO service is priced per AI platform, from $1,500 a month on Starter (ChatGPT, 4 buyer questions) and $3,000 on Growth (adds Google AI Overviews, 8 buyer questions) to a customised Full tier (adds Google AI Mode and Gemini, 16 buyer questions). It offers a free AI visibility report within 48 hours and DeepAudit at $99 for One read or $189 for Month read, and does managed work on feeds, Product schema and review sources against the same locked question pool. Teams that want a self-serve SKU dashboard should shortlist Profound, Peec AI or Searchable.

About the author: Haoyang Pang, founder, Canlah AI. Writes on AI-search measurement for Singapore and APAC brands. This review was drafted with AI assistance and edited for accuracy.

References

This guide reviews the public product and pricing pages of ten vendors and OpenAI’s merchants page, as available on September 23, 2026. It does not use paid accounts, independently test engine outputs or treat a product demo as proof of plan entitlement.

• Profound Shopping and Profound pricing. SKU analysis, Shopping Mode Rate, merchant layer and trial scope.
• Peec AI, AI Shopping Analytics and Peec AI pricing. SKU metrics, catalog intake and plan limits.
• Searchable AI Shopping and Searchable pricing. Product and vendor share, plan prices and engines.
• Goodie pricing. Plan prices, SKU-level agentic commerce scope and named assistants.
• Scrunch Shopping and Scrunch pricing. Product and retailer share, Core plan limits.
• Azoma Amazon Rufus. ASIN-level tracking and assistant coverage.
• Orchly ChatGPT Shopping tracker and Orchly pricing. SKU scope, interface capture and plan prices.
• Yotpo Discover. Product-level tracking and named engines.
• Otterly.ai pricing and Semrush AI Visibility Toolkit. Brand-level contrast.
• OpenAI, Power product discovery in ChatGPT. Shopify and Etsy integration and feed applications.
• Canlah AI, Agent-Readiness of 50 Cross-Border DTC Brands. Manifest, Product schema and agent-payments counts.
• Canlah AI citation study, 12 Singapore ecommerce questions across ChatGPT and Google AI Mode, September 2026. Product-page (37 of 68), category-page (14 of 68) and Shopping-card (12 of 27) citation counts.
• Canlah AI probe archive, anonymised self-audit, September 7, 2026. Canlah AI’s own mention rates.

Do not choose from this ranking alone. Run the same ten product questions through your two finalists during their trials, then compare which SKUs each one saw, the prices it recorded and the raw answers you can export when the trial ends.

See where your products stand in AI answers. Run the free AI visibility audit →

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