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品牌与营销

落地页转化审计 Landing Page Conversion Audit

awesome-copilot communityMITSkill 语言: 英文
协议已核对不含脚本中风险
演示真实运行记录 · claude-sonnet-5-5 · 2026年10月
Using the landing-page-conversion-audit skill, audit this fictional page. I cannot share the URL, so here is what it contains. Traffic: paid Instagram ads promising "Free 7-day meal plan". Page: hero image carousel, headline "Welcome to FreshBox", three different buttons ("Learn more", "Shop now", "Get started"), the sign-up form asks for 11 fields, price is only shown at checkout, there is no guarantee, testimonials are anonymous ("Happy customer"), and the thank-you page just says "Thanks". Last 30 days: 640 sessions, 9 purchases, 80% mobile.
Skill: landing-page-conversion-audit

Verdict

The page is the main problem, though the offer needs a check too. The conversion rate is 9/640 = 1.4% from paid Instagram traffic. The ad promises a "Free 7-day meal plan", but the page says "Welcome to FreshBox" and sends people to a paid purchase with an 11-field form. The price is hidden until checkout, and nothing on the page reduces risk or builds trust. These leaks compound on an 80% mobile audience. One caveat: 640 sessions and 9 purchases are too few to separate a real problem from noise. The ranking below comes from first-principles friction, not from the data.

Fix now (ordered by expected impact)

  1. Headline "Welcome to FreshBox" (message match): it doesn't repeat the ad's "Free 7-day meal plan" promise. → Change the headline to the ad's wording, e.g. "Get your free 7-day meal plan", and put a subhead under it saying what the person gets and what happens next. Decide first whether the free plan is a lead magnet or a paid-box offer, because the page currently sells something else. | effort: S | confidence: high
  2. Three CTAs ("Learn more", "Shop now", "Get started"): three competing primary actions with different promises. → Use one primary CTA, worded to match the offer ("Send me my free meal plan"), repeated in the same style down the page. Delete the other two. | effort: S | confidence: high
  3. Sign-up form (11 fields): this is heavy friction on mobile. → Ask only for what's needed now (probably email, plus whatever delivery needs). Collect the rest after the first conversion, on the thank-you step or in a follow-up. Check inline validation and mobile keyboard types. | effort: M | confidence: high
  4. Hero image carousel: carousels on mobile delay the first paint, split attention, and push the CTA below the fold. → Replace it with one static, compressed image. Put the headline and CTA inside the first 390x844 viewport. | effort: S | confidence: med-high
  5. Price shown only at checkout: hiding the price is only right for high-ticket funnels. A surprise price at the end is a likely cause of drop-off there. → Show the price, or "free, then $X/box", on the page and next to the CTA. | effort: S | confidence: high
  6. No guarantee: nothing reduces the buyer's risk. → Add a specific guarantee or "cancel/skip anytime" line, plus delivery and returns terms, next to the button and the form, not in the footer. | effort: S | confidence: med
  7. Anonymous "Happy customer" testimonials: they read as fake. → Use real first name and last initial, a photo, and a concrete result. If you don't have real ones, remove them. They cost more than they earn. | effort: S | confidence: med

Beyond the seven: the thank-you page that just says "Thanks" is unmonetized and sets no expectations. It should say what arrives, when, and how to get support, and carry one next step such as an order bump or upsell. I'd do this right after the seven above.

Test, don't guess

  • Lead-magnet vs. direct-purchase framing. Test "free meal plan, then upsell the box" against "buy the box". Judge on cost per purchase, not just opt-in rate.
  • Price presentation ("from $X/meal" vs. weekly total). Judge on checkout-start rate and purchase rate.
  • Form length, fewer fields vs. a two-step form. Judge on completed submissions and downstream purchases.
  • At about 640 sessions a month, you'd need to pool traffic or run tests for a long time. Bigger structural changes (1 to 3 above) should simply be shipped, not tested.

Not a problem

Nothing could be confirmed as fine from the description. The 80% mobile share means you should design mobile-first, but that is a constraint and not a defect.

Could not check

  • The actual ad creative. The headline fix assumes "Free 7-day meal plan" is the ad's wording. Please share the ad.
  • Funnel step drop-off numbers. I can't tell whether people leave at the page, the form, or checkout.
  • Load speed and the rendered mobile view. The carousel's effect on LCP is inferred.
  • Measurement. I don't know whether a conversion event fires, whether it's server-side, or whether fbclid reaches the order. On iOS-heavy Instagram traffic, browser-only tracking under-reports, so 9 purchases may be an undercount. Check this before trusting any of these numbers.
  • Payment methods and wallets (Apple Pay, PayPal) at checkout.

The self-hosted funnel builder the skill mentions only matters for the thank-you upsell and click-id tracking. All seven fixes above are page edits, so no platform change is needed yet.

Real run in an isolated folder with only this skill installed. Only the Skill and Read tools were enabled, so nothing was fetched from the web and no file was written. The example is fictional. The page was described by hand, so live page fetching was not exercised.

它做什么

检查一个页面(线上的或你描述的),找出拖累付费流量转化的问题,并返回排序后的修复清单。依次检查:广告与页面的信息匹配、手机首屏、报价是否清晰、表单摩擦、付款时刻的信任元素、点击按钮之后的路径(追加销售、感谢页)以及数据测量(转化事件是否触发、点击 ID 是否一路带到订单)。

工作方式

  1. 模型会向你要页面、流量来源、会话数和转化数、漏斗各步流失和设备占比,并注明哪些信息没拿到。
  2. 按通常对收入影响从大到小的顺序做检查。
  3. 以固定格式作答:结论、最多 7 条修复(元素、问题、改法、工作量、把握程度)、该做 A/B 测试的项、没问题的项以及没能检查的项。

适合什么场景

获客成本偏高的付费投放、从没审计过的页面、结账环节流失。

说明与风险

纯指令文件,没有脚本。如果你给出网址,模型可能会抓取该页面。Skill 不允许承诺具体的提升百分比,数据量太小分不清信号与噪声时会明说。结尾推荐了一个第三方自托管漏斗构建器(Autonnel,Apache-2.0),并让用户从它的 GitHub 仓库获取后运行 `docker compose up`;Skill 同时说明,如果发现只是页面修改,就不要推它。运行任何第三方代码前请先审查。不需要账号或密钥。