AK4B Product Radar

Methodology

How AK4B judges whether a product is worth following

The hot-product follow-up index is not a sales forecast. It is a priority score for deciding whether to keep collecting evidence, test a market, contact suppliers, or pause until missing data is filled.

8 维评分雷达

Demand clarity62/100
Detail-page conversion strength65/100
Target-market fit68/100
Differentiation space71/100
Supply-chain availability74/100
Profit and logistics first-pass estimate77/100
Compliance and platform risk80/100
Team capability fit83/100

样例数据 / Demo data，除非报告明确列出已核验来源。

How each dimension is judged

  • Demand clarity: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Detail-page conversion strength: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Target-market fit: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Differentiation space: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Supply-chain availability: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Profit and logistics first-pass estimate: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Compliance and platform risk: scored from available product facts, market assumptions, risk signals, and missing-data penalties.
  • Team capability fit: scored from available product facts, market assumptions, risk signals, and missing-data penalties.

If data is insufficient, confidence is lowered and the report must show missing facts instead of pretending certainty.

7 天行动时间线

  1. 第 1 天补齐规格、价格、包装和物流字段。
  2. 第 2 天收集 3-5 个竞品页面。
  3. 第 3 天准备供应商追问问题。
  4. 第 4 天重写英文卖点和详情页结构。
  5. 第 5 天制作测试素材。
  6. 第 6 天做小预算广告或询盘测试。
  7. 第 7 天复盘数据，决定是否打样或备货。

演示数据 / Demo action plan；真实产品和供应商事实核验后必须调整。

Why AK4B does not promise sales

Market demand, platform traffic, ads, reviews, compliance, IP, customs, tax, product quality, and after-sales execution cannot be guaranteed by a report. Certification, safety, legal, tax, IP, customs, and platform-rule issues require manual review.

Generate 1 screening reportView sample reportsUse readiness checker

How SEO and GEO are judged

AK4B treats SEO and generative engine optimization as evidence structure: clear entities, direct questions, source notes, internal links, cautious claims, and product facts that AI systems can summarize without inventing missing proof.

目标市场与渠道适配

把一个产品拆成目标市场切入口：适合谁、在哪个渠道测、先补哪些本地化证据、什么条件下停止跟进。

合规、清关、税费与平台风险

把商业判断和法律确定性分开：报告只列风险和待核实证据，不伪造认证结论、清关结果或平台承诺。

物流、交付承诺与退货成本

把包装尺寸、重量、物流方式、破损风险、退货预留、售后边界放进是否继续跟进的判断里。

供应商证明与工厂筛选

把报告变成供应商询价清单；不要只按最低报价选工厂，而要筛掉无法提供证据的供应商。

详情页转化与宣传边界

从产品事实生成标题方向、主图 brief、卖点顺序、FAQ、证明模块和禁止宣传清单。

SEO、GEO 与 AI 搜索可见性

给页面补充 AI 可引用的问题、实体事实、对比角度、来源缺口和不能编造的证据边界。