1688 → AliExpress AI Product Matcher (Vision + LLM Verified)
Pricing
from $21.00 / 1,000 delivered product results
For each 1688 product, get ONE AI-verified AliExpress equivalent — not a raw candidate list to sort. A vision model (OpenCLIP) + an LLM (DeepSeek) run a two-pass match judgment. Official AliExpress Affiliate API only. Pay only for delivered results.
sku-result row of the Pricing table now states explicitly that a delivered result includes a confirmed "no AliExpress equivalent" (you pay for the AI-verified decision, match or no-match). The fact was already in the Pricing prose and the "Do I pay if nothing matches?" FAQ, but a buyer scanning only the table would not have seen it. Keeps the README, SUMMARY billing fields, and Store copy on the same no-match disclosure. Docs-only; no code, model, or price change.CHARGE_LEDGER settlement into SUMMARY.chargedEvents and SUMMARY.chargedUsd for one-record reconciliation. chargedUsd uses the ChargingManager's resolved per-event prices, so subscription-tier discounts are represented accurately instead of assuming the FREE price.CHARGE_LEDGER in the key-value-store and output schemas.completeSkuCount includes both verified matches and confirmed no-equivalent outcomes, while selectedSkuCount counts only rows with a non-null selectedCandidate.1688 → AliExpress AI Product Matcher (Vision + LLM Verified); description/SEO now frame the product as an AI matcher that returns ONE verified equivalent, not a scraper that returns a candidate list. Added a capability-based "matcher, not a scraper" comparison (no price-vs-scraper anchoring) and an "AI pipeline" framing throughout.exampleRunInput switched from a no-result sample to a verified-match SKU (silicone baking spatula, 1688-974333356844) pulled from a successful cloud run, so a first "Try" produces a real selectedCandidate.sku-result (appended pricing record, existing one retained): FREE unchanged at $0.03, BRONZE −10% ($0.027), SILVER −20% ($0.024), GOLD/PLATINUM/DIAMOND −30% ($0.021). run-base-fee stays flat at $0.01. Margin holds because Apify compute cost also drops for higher tiers.actor.json memory is back to 4096 MB in the build snapshot, matching the cloud Actor default. No runtime-logic change from 0.1.7 (the cost guardrail and model docs remain). This build exists only to keep the build snapshot consistent with the confirmed 4096 MB setting after the 2048 MB OOM finding.SUMMARY.costSanityCheck (deepseekActualUsd, deepseekPerDeliveredSkuUsd, threshold $0.005, triggered flag) plus a COST_SANITY_WARNING log when per-delivered DeepSeek cost is anomalous or spend occurs with zero delivered SKUs. Does not abort; the hard maxTotalCostUsd ceiling is unchanged.deepseek-flash, vision, frozen via promptSha256) in OPERATIONS.searchQuery semantics to match the documentation: when provided, searchQuery now overrides the source title as the primary AliExpress query, with leafCategory used only for the category-fallback step. Previously searchQuery was a fallback that fired only when the title returned <10 unique candidates, so Chinese titles (which return loose junk ≥10 results) suppressed the English searchQuery and dropped recall to ~10%.searchQuery when the source title is Chinese.example.jpg) with a real, resolvable 1688 sample so the input form and "Try" example run work out of the box.package.json description.run-base-fee (once per successful run with ≥1 delivered result) and sku-result (per delivered SKU). Charges settle only on completed runs, are idempotent across resurrect, and are skipped entirely while the Actor is private/non-PPE.CHARGE_LEDGER run record (intended vs actually charged).