E-commerce
August 19, 2026
"ConversionBox AI Shopping Assistant: Review & Features" (address /apps/ai-shopping-assistant/) describes a conversational overlay on product search and discovery: intent, SKU or support answers, niche catalogs too nuanced for keyword matching, target buyer e-commerce director / conversion rate optimization (CRO), zero results and abandoned sessions. Display hook: "Turn Searches Into Revenue". No price tag, no "take it", no "go look elsewhere", no "used by", no gross merchandise value (GMV) scenarios, no analyzed reviews, no pairs, no GDPR, schema.org without Offer. Name: AI Shopping Assistant. Schema Url: merchant home (not cited: www.conversionbox.ai, path prefix). Index phrase: discovery plus pre-sale Q&A in a widget, rather than separate search and chat. What it does: natural language against catalog and content pages; multi-turn dialogue to SKUs; pre-purchase questions (product data and policies); fewer zero results in niche; overlay without replacing existing search infra. The same intro also says "replacing keyword search with a conversational assistant". Two sentences. This article does not invent a gross merchandise value (GMV). Putting this widget into an "AI shopping agent" indicator is budgeting UCP. It is an on-site merchant assistant. An overlay does not open a delegated checkout funnel.
The product page promises discovery, pre-purchase support and upsells, 28-day trial without card, free installation, and 3x / 40% / 35% then 25% / 18% / 38% / 26% increases. Shopify, BigCommerce, WooCommerce, Magento, custom REST / GraphQL. FAQ: App Store installation possible, team recommended; minimum 200 products to try; trial via demo; product page assistant alone on quote. 3-month guarantee conversion lift or refund. The Ecommerce Pricing page aligns Free $0 (100 SKUs, product page assistant, 1,000 sessions), Startups $69 / month or $49 / mo annual (1,000 SKUs, 5,000 sessions), SMBs $138 or $99 / mo (2,000 SKUs, 10,000 sessions), Enterprise custom (unlimited, Full Site AI Shopping Assistant). Hero: 15-20% conversion boost from search in 3 months, guaranteed or money back. Two texts. One logo. Not UCP. Not ACP. Not Magic. No Offer schema: the $0 Free is not a total cost of ownership SMBs, not an entire site, not 200 products minimum trial.
If the idea of a software buyer is new: what agentic commerce is. The 2026 calendar: what was delivered. Shopping surfaces: AI shopping agents. Official totals remain human funnels: 2026 e-commerce statistics.
Summary
A storefront layer, zero agent checkout funnel
ConversionBox AI Shopping Assistant, according to the publisher, is an on-site conversational assistant (product page and, depending on the tier, entire site). The directory lists it as an AI Shopping Assistant. It is not a buyer agent on the consumer side. It is not ChatGPT shopping. A widget that answers a size question is not a payment mandate.
Layer | Directory Listing | Product + Pricing |
|---|---|---|
Price | No Offer, no badge | Free $0 / 100 SKUs. $69 / $138. Custom Enterprise |
Surface | Overlay, without replacing search | Product page assistant up to SMBs. Full site: Enterprise |
Tools | Generic storefront, direct sales niche | Shopify, BigCommerce, Woo, Magento, custom API |
Proof | Zero results, CRO, no reviews | 3x, 40%, 38% checkout funnels: seller claims |
The listing is correct regarding the business: dialogue towards SKUs, not an Operator agent. The listing is incorrect if overlay = replacing search, if intermediate size niche is Free 100 SKUs, if zero results are measured, or if "AI Shopping Assistant" is Gemini / UCP. Tool framework: what platforms must change. ConversionBox does not change the machine purchase flow, the application firewall, or the delegated checkout funnel. It offers a chat. A buyer agent does not purchase just because an overlay answered.
Vocabulary (merchant assistant, not mandate): glossary of agentic commerce. Perplexity Buy with Pro is a consumer agent. Magic writes listings: Magic / Sidekick. Neighboring search: AI Search-TM. Recommendations: Aqurate. Parent listing: AI application index. ConversionBox speaks. Search-TM searches. Aqurate suggests. Do not merge them. MCP: MCP versus API is not this overlay. Custom REST / GraphQL: catalog ingestion, not a UCP rail. We do not detail authentication.

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The product page: 28 days, 200 SKUs, not a ChatGPT agent
The AI Shopping Assistant page is the terms of service, not the directory overlay.
Trial: 28-day Free Trial, No Credit Card Required, Free Setup. FAQ: full access 28 days, install, go live, results within days. Start: Schedule a demo. Not a $0 self-service App Store at this identifier (404 ai-shopping-assistant).
Minimum 200 products and an active customer base to try. Pricing Free: up to 100 SKUs. Two thresholds. The $0 Free does not open the trial if you read the product FAQ.
App stores: You can, but for the best experience, implementing through our team. Directory overlay. Product: Shopify from store setup, BigCommerce dashboard, WooCommerce extension, Magento API or extension, custom REST or GraphQL. Four native plus custom.
Product page only: yes, contact for deployment and pricing. Consistent with Free / Startups / SMBs "AI Assistant on Product Pages" versus Enterprise Full Site.
Hero claims: 3x more engagement time, 40% fewer pre-purchase support tickets, 35% faster product discovery. Users block: 25% Higher Conversions with AI Driven Search & Discovery, 18% Higher Add-to-Carts with Smart Filters, 38% More Checkouts with Intelligent AI Shopping Assistants, 26% Increase in AOV with AI-based Merchandising (average order value). Four mechanics (search, filters, assistant, merchandising). One sheet. No methodology here. Zero directory results: not these percentages.
Commerce brain, real-time learning loop, revenue-linked analytics, unified assistant site-wide and on PDPs. Generic assistants: usage-based expensive, static, engagement not revenue. Limited Time: 28-Day Risk-Free Trial; Conversion Lift or Refund (3 months, measurable improvement, full refund). Functions: natural language discovery, pre-purchase (size, fit, materials, stock, delivery, returns), merchandising, upselling / cross-selling, post-purchase tracking / exchange / return, the entire site including the checkout funnel. The directory stops at pre-purchase and the overlay. Post-purchase and checkout funnel: product page, not the directory listing.
Book a 30 min demo, Nash Ogden, President & ProductArchitect. An overlay where the SKU has moved remains a chat. What a buying machine needs is not a round of dialogue. After the click, the product page: readable storefront. Rails: how protocols differ. This assistant implements none of them. Use cases of a buying agent: elsewhere. Here the use case is 100 Free SKUs, 200 Trial SKUs, or a 38% directory percentage.
Pricing: $0 / 100, $69, $138, not an entire site for $0
The ecommerce Pricing page is the headquarters contract, not "Turn Searches Into Revenue".
Free $0: Up to 100 SKUs. AI Search (100 SKUs), AI Assistant on Product Pages, 1,000 AI Assistant Sessions, Shopify / BigCommerce / WooCommerce / Magento, free integration and installation, Email Support. Perfect for exploring on a small catalog. 28 Days Free banner. Two $0: Free tier and 28-day trial.
Startups: $69 monthly or $49/mo yearly, Up to 1,000 SKUs, 5,000 sessions, Merchandising (5 Campaigns). Everything in Free plus.
SMBs: $138 or $99/mo yearly, Up to 2,000 SKUs, 10,000 sessions, Smart Filters + Collections, 25 campaigns, AI Product Bundling, Full Analytics. Most Popular. Always Email Support. No Full Site assistant.
Enterprise: Custom, Unlimited SKUs, Full Site AI Shopping Assistant, unlimited sessions, Product Quiz Builder, AI Assistant Analytics, Custom AI Model Tuning, Multi-store, Dedicated Success Manager.
Yearly Save 28%. Selector $ / €. Billed monthly, upgrade / downgrade / cancellation, no hidden fees. No setup fees for standard integration; advanced / enterprise: custom quote. Search or Assistant only: contact us. Usage spike: we will contact you. No minimum term; three months recommended to measure. No contract, month-to-month. Pick a plan: schedule a meeting, typically within a day. Exceeding limits: notification and tier upgrade. Test on sandbox then in production. Hero: 15-20% Conversion Boost from Search in 3 Months, Guaranteed or Money Back. FAQ Explain guarantee: measurable lift through better search and discovery, full refund if no improvement after three months. Product page: Conversion Lift or Refund, same 3 months. Search vs assistant: hero pricing speaks search; the sheet is assistant. Two SKUs billed together on Free.
100 SKU Free vs 200 products minimum trial: inverse arithmetic. Directory niche catalogs vs Free small catalog. Multi-store: Enterprise only. Directory layer vs Full Site Enterprise. We do not cite the App Store Search & Filter (another identifier, third URL).
At home: a session level, a demo, a template
At your end, ConversionBox installs a widget and a catalog sync, not an Agentic Storefronts channel. Three elements. None is a UCP button.
The tier: 100 / 1,000 / 2,000 / unlimited SKUs, 1,000 / 5,000 / 10,000 / unlimited sessions. Product page assistant vs. Full Site. Free $0 is not SMBs $138.
The launch: 30-min demo, 28-day trial without card, recommended team vs. app stores. The directory "without replacing existing search": keep the native bar plus overlay, or replace it, the intro says both.
The guarantee: 3 months, refund if no conversion improvement. Hero 15-20% search. Block 38% assistant checkout funnels. Three readings of an increase.
No gross merchandise value (GMV) scenarios on the sheet: do not make them up. No reviews. Missing pairs. Missing alternatives. Directory CRO: likely owner, not a UCP owner. Niche catalog: Free 100 SKUs might be too small. 200 FAQ products: too large for Free.
Schema without Offer: not an implicit unlimited $0. Post-purchase tracking: product page, not what directory does. Commerce brain: slogan. Unified data layer: slogan. One-Click Setup vs. mandatory demo: two integrations.
An e-commerce / CRO owner, plus support (tickets 40% claim), plus finance (sessions), plus legal (3-month refund). Not an ACP owner. Magento via API: looks like a headless storefront, still not UCP.
Not Magic, not UCP, not a 38% at $0
Do not merge Sidekick, ChatGPT shopping, Search-TM, ChatGPT AI visibility (GEO), and this ConversionBox layer.
Surface | Contract | At your place |
|---|---|---|
Free / Startups / SMBs / Enterprise | 100 to unlimited SKUs, product sheet versus entire site | Widget. Sessions. Demo |
Product page | 28 days, 200 SKUs min, % increases, 3-month warranty | Claims. Post-purchase. Checkout tunnel chat |
UCP / ACP / Magic / consumer agents | Other contracts | Agent checkout tunnel, sheets. Off-topic |
Search-TM / Aqurate | Index neighbors | $10 bar, recommendation widgets. Not this sheet |
An "AI shopping assistant" pitch can sell Free 100 SKUs, Startups $69, SMBs $138, Enterprise whole site, or a zero-result sheet. Five deliverables. Our two URLs: product page and Pricing. Neither UCP, nor ACP, nor Magic. Nor Offer schema.
What this sheet does not measure
This sheet measures nothing after a quick look. Neither the zero-result, nor the gross merchandise volume (GMV), nor a 38% checkout funnel. Public totals remain human funnels.
Zero-result / CRO / mid-sized niche: directory introduction, no figures.
3x / 40% / 35% / 25% / 18% / 38% / 26% / 15-20%: product and pricing claims.
Overlay versus replacing keyword search: two directory sentences.
100 SKU Free versus 200 SKU min trial: two thresholds.
Product sheet assistant versus Full Site Enterprise: two scopes.
28-day trial via demo versus One-Click: two integrations.
Search + Assistant on Free: package, assistant sheet.
3-month warranty versus cancel anytime: two durations.
Do not budget a Free 100 like a niche catalog. Commerce brain: slogan. 38% More Checkouts: slogan. No credit card: trial, not Enterprise. App stores: FAQ, not an App Store ID here. GraphQL: ingestion, not ACP.
Three tickets, not a template $0 unlimited
This week, by SKU and by sessions, not by UCP.
$0, $69, $138, or custom?: 100 / 1,000 / 2,000 / unlimited. Annual $49 / $99. Product page assistant vs Full Site. 28-day trial: demo, no card.
100 SKU, or 200 min?: Free vs FAQ trial. The directory niche could lose both.
Overlay, or ChatGPT / UCP agent?: merchant widget. Consumer agents: other contracts. MCP in appearance: off-topic.
The ultimate test: if the index removed "Turn Searches Into Revenue" tomorrow, would the work remain? An overlay, potentially. An objective of 38% checkout funnels at $0, no. If the index removed the overlay without replacing search, would your native bar RFP change? If yes, the intro had already contradicted you. If the index removed AI Shopping Assistant, would your Gemini brief change? If yes, you had attached the wrong sheet.
Owners: CRO / e-commerce for the overlay, support for tickets, finance for sessions / 3-month guarantee, not a UCP owner. One hour: Free 100 vs 200 min, product page vs whole site, $69 / $138, 28-day demo, 38% vs 15-20%. Ignore zero results as a specification. Paste the session cap into the user manual.
You do not enable this layer as an AI sales channel
You do not activate ConversionBox in agentic Shopify sales channels. You place a widget, a buyer asks a question, a SKU is displayed. Not ConversionBox as a payment provider. A consumer agent (ChatGPT, Gemini, Perplexity) is not that bot. An agent without your JavaScript does not see the overlay. It reads an Offer. Your chat is not in any UCP protocol.
If a seller promises "AI shopping assistant", ask: Free 100 SKU, Startups $69, SMBs $138, Enterprise site-wide, or zero-result page. Five deliverables. Our two URLs: product page and Pricing. The rest is index.
UCP and ACP elsewhere. Reporting this overlay is not reporting Merchant Center. After a SKU click, it is your checkout funnel. The directory did not measure the zero-result. Do not attribute a 38% to it. The name AI Shopping Assistant closes the consumer agent misunderstanding: it is a merchant widget.
Month by month. 28-day trial. 3-month guarantee. Three clocks. An owner finances. Search-TM is a $10 bar. Aqurate recommendation widgets. ConversionBox the assistant. Three lines if all three survive.
A priceless index, a Free 100, a custom Full Site
ConversionBox Assistant splits up: directory listing overlay / replacing search / zero results / without Offer, product page 28 d / 200 SKU / % increases, Pricing $0-138 / Enterprise whole site / 15-20% search. Starting point: showcase widget first, shopping agent never.
Index: which element (product page, whole site, search package, warranty), who clicks (mid-sized CRO), what proof (% claims versus empty page). Not a chat ranking. Competitors Search-TM / Aqurate: filter, not three audits. Lead-in overlay versus replace: read both before the demo.
You can ignore the tool and keep native search plus Gorgias. You can go Free and decline Enterprise. You can choose Magento API and decline Shopify in one click. The directory does not decide. Your SKU count, however, does. Browse our apps is not Install. Two paths. 404 App Store at this ID.
Open Magic (pages) and the shopping agents. Lay down the contract, not the 38%. If the committee wants a single figure, refuse. $0, $69, $138, 100 SKU, 200 min, 28 d, whole site: seven sentences. None of them is a measured zero result.
One blueprint contract, one CRO owner, not a UCP
The owner is not "growth, AI application". It is e-commerce, CRO, and support. A single owner mixes UCP, a Free 100 SKU, and ChatGPT shopping. That is how a committee buys an agent channel and receives a product detail page widget.
Buyers see a chat. Not ConversionBox. You hold a sessions cap, a demo, a 3-month guarantee. The buyer sees none of the three. They see an answer. Your stock, your price, your checkout funnel.
If the committee wants a figure: 38% is not yours. 15-20% is not 25%. 100 is not 200. A tool is budgeted on an SKU and sessions tier, not on a schema without Offer. The unquoted home page is not a single sign-on. The quoted pages are the assistant product and Pricing.
Next week's test: a 100 vs 200 SKU question, a product detail page vs whole site question, a layer vs replace search question. Otherwise, you have a directory address. If all three hold without gross merchandise value (GMV) and without UCP, you have a contract. If one relies on 38% of checkout funnels, you have a scenario.
Frequently Asked Questions
Is it a buying agent (ChatGPT, Gemini)?
No. Conversational merchant overlay (product page, and entire site in Enterprise). Consumer agents are under different contracts. Not UCP / ACP.
Why $0, $69, and $138?
$0: Free tier, 100 SKUs, product page assistant, 1,000 sessions, 28-day trial. $69: Startups 1,000 SKUs ($49 / mo yearly). $138: SMBs 2,000 SKUs ($99 / mo yearly). Enterprise: custom, entire site.
100 or 200 products?
Free Pricing: 100 SKUs. Product FAQ: minimum 200 products to try. Two thresholds. Directory niche catalog: check both.
Does it replace search?
The directory: overlay without replacing existing search, and replacing keyword search. Search + Assistant bundle pricing. Entire site assistant: Enterprise.
Outside Shopify?
Yes, depending on the seller: BigCommerce, WooCommerce, Magento, custom API. The directory does not name the tool stack. App Store at this ID: 404.
Are the 38% / 15-20% ours?
No. Claims on cited pages. Directory listing without reviews. 3-month guarantee: read the refund FAQ, not a lab.
What to do this week?
Count SKUs against 100 / 1,000 / 2,000. Align product page against entire site. Decide between 28-day demo and $69. Read overlay versus replace. Ignore 38%. Postpone UCP: off-topic.
Sources

Enzo
August 19, 2026


