{ "schema_version": "1.0", "id": "agentnest", "name": "AgentNest", "research_status": "researched", "vendor_domain": "ecommercestorez.us", "category": "SEO & Marketing", "task": "E-commerce growth", "summary": "Scans your Shopify catalogue for the product-data gaps AI shopping surfaces trip over — status, category, description, image alt text — and applies the eligible ones in a click. Launched 6 August 2026 with no reviews yet.", "best_for": "stores that want an outside read on whether their product data is complete enough for AI shopping surfaces — on the free tier, which gives the entire diagnosis at no cost and no commitment", "skip_if": "you want a track record before you let an app edit your catalogue, you need a billing unit you can count in advance, or your bulk edits are already handled by Shopify's own editor or an app you pay for", "honest_knock": "Two months old and still no reviews. The app launched on 6 August 2026; on 9 October 2026 the listing still showed zero reviews, which is not a criticism so much as the plain state of the evidence. Everything below is read off the listing, because there is nothing else to read.\n\nThe score is the vendor's own. 'AI shopping readiness' is measured by AgentNest against AgentNest's criteria, and no external standard — no schema.org profile, no Google Merchant Center specification, no published rubric — is named anywhere on the listing. A number that only one company calculates is a prompt to go look at your catalogue, not a fact about your catalogue. On the same page Shopify shows ListingLens and StoreBeam doing the same job, also on free plans.\n\nAnd the billing unit is defined by the party doing the billing. You pay per 'successful automated fix', with no definition of a fix and no definition of successful. Combined with permissions that let it edit products, collections and files across your store, the sensible way in is: run the free scan, read the issue list, fix a handful yourself, and only then decide whether the one-click version is worth 19 cents a go. The same developer's other app, AskNest, has one review in three months — this is a two-app studio finding its feet, not an established catalogue tool.", "pricing": { "status": "public", "entry_price": "$19", "entry_price_terms": "Starter · per month for 100 successful automated fixes, billed in USD every 30 days", "from_price_usd_month": 19.0, "plans": null, "plans_source": null, "notes": "(re-verified 2026-10-09 on apps.shopify.com/agentnest; first read 2026-08-19, no amount or allowance changed in between, though the listing now calls the app 'AgentNest - ChatGPT Ad Catalog' and pitches the scan as preparation for ChatGPT Ads) Four tiers, and the split between them is unusual: the diagnosis is free and you pay only for the repairs. Free: unlimited catalogue scans, a catalogue readiness score, product-level issue reports and the full findings view. Starter $19 a month: 100 successful automated fixes a month, one-click fixes for all eligible issues, product-level recommendations. Growth $49 a month: 1,000 fixes a month, revenue-priority catalogue insights, fix history and progress tracking. Scale $99 a month: 5,000 fixes a month, advanced revenue-priority insights and bulk catalogue fixes. All charges are billed in USD and recur every 30 days, and no tier shows a free trial. The billing unit is a 'successful automated fix', and the listing never defines it. Whether one fix is one product, one field on one product, or one alt text on one image is the difference between $19 covering a hundred products and a hundred images. It is also the only variable separating the three paid tiers. Developer Ecommerce Storez, 1255 23rd St NW, Washington DC; the app launched on 6 August 2026 and has no reviews at all.", "verified_at": "2026-10-09", "source_url": "https://apps.shopify.com/agentnest", "schema_offer": { "price": 19.0, "currency": "USD", "description": "Starter, per month for 100 successful automated fixes, billed in USD every 30 days; scanning, the readiness score and the full issue report are free and unlimited on every tier. Read on the vendor's own pricing page on 2026-10-09.", "page": "https://marketingandsalessoftware.com/agentnest-review.html" }, "source_quotes": null }, "free_plan": true, "free_plan_evidence": "Free: unlimited catalogue scans, a catalogue readiness score, product-level issue reports and the full findings view.", "cost_traps": [ { "id": "usage_metered", "label": "Usage-metered", "evidence": "meter: unit · successful automated fixes", "verified_at": "2026-10-09", "source_url": "https://apps.shopify.com/agentnest" } ], "compare_with": null, "links": { "record": "https://aibuildermarketplace.com/api/v1/products/agentnest.json", "review": "https://marketingandsalessoftware.com/agentnest-review.html", "marketplace": "https://aibuildermarketplace.com/marketplace/agentnest/", "vendor_site": "https://ecommercestorez.us" }, "purchase": { "seller": "the vendor", "how": "AIBuilder Marketplace does not sell this software. Sign up, start a trial or buy on the vendor's site.", "handoff_url": "https://apps.shopify.com/agentnest", "affiliate": false, "disclosure": "Where purchase.affiliate is true, purchase.handoff_url is an affiliate link: AIBuilder Marketplace may earn a commission at no extra cost to the buyer. Commission never changes what a record says, and products are not ranked by commission. Where it is false the link is the vendor's plain site." }, "provenance": { "research": "hand-researched dossier, read on the vendor's own pages", "researched_since": "2026-07", "method": "https://aibuildermarketplace.com/how-we-review/", "license": "CC BY 4.0. Credit 'AIBuilder Marketplace' with a link to https://aibuildermarketplace.com/atlas/.", "note": "A rebuild is not a new measurement: pricing.verified_at is the date that matters." }, "cost": { "status": "not_yet", "engine": "https://aibuildermarketplace.com/agents/#cost", "rules": null, "growth": null }, "unknowns": [ "Plan-by-plan prices are not structured in this record yet; pricing.notes has the full text.", "Contract terms (cancellation, data export, data location, minimum seats) are not researched as separate fields; pricing.notes mentions them only where the vendor's pricing page does.", "Being verified: free trial and refund terms are not yet matched to a verbatim line on the vendor's own pages. Not matched does not mean there is none.", "No computable price rules yet: cost at a given team size cannot be calculated for this product.", "Not tested hands-on by us: what the product does comes from the vendor's pages and our reading of them." ], "verification": { "price": "read", "free_trial": "being_verified", "refund": "being_verified" }, "task_evidence": null, "open_questions": [ { "question_id": "agentnest:cancellation_terms", "key": "cancellation_terms", "question": "Can a customer cancel at any time, and what happens to an annual plan that is cancelled mid-term?", "status": "open" }, { "question_id": "agentnest:data_export", "key": "data_export", "question": "Which data can a customer export, in which formats, on which plans?", "status": "open" }, { "question_id": "agentnest:data_location", "key": "data_location", "question": "Where is customer data stored, and can a customer choose the region?", "status": "open" }, { "question_id": "agentnest:minimum_seats", "key": "minimum_seats", "question": "Is there a minimum number of seats or users on any plan?", "status": "open" } ], "vendor_answers": [], "agent_channels": { "vendor_mcp": null, "agent_checkout": { "status": "not_found", "detail": "No explicit support for purchases by AI agents on the vendor's own pages.", "checked_at": "2026-10-07", "method": "homepage, /pricing and the pricing page we cite, read as plain HTML (no JavaScript) and searched for explicit support of purchases by AI agents: Agentic Commerce Protocol, Instant Checkout, Agent Payments Protocol, buy in ChatGPT, agentic checkout" } } }