Plugin Hub

VOC 采集监控台

APIonline
证据总量2517 个 run
Amazon10评论证据
Reddit241Thread / comment
Instagram0media comments
低置信度10阈值 70%
质量 Flags15需复核证据
非证据占位151保留 raw,不进入洞察
资产一致性0批次差异 / 孤儿记录
待补采任务0server capture queue
平均覆盖80%coverage confidence

Platform Operations

平台插件监控

每个平台保留独立采集路径、配置状态和授权边界,统一写入 Canonical VOC。

active

Amazon Reviews

评论页翻页、覆盖率和 extension package 状态

plugin-hub-amazon-voc
VOC Units101 ASIN
Queue00 open / 0 done
Quality0no review items
Freshness54dlatest captured

采集监控

Primary Object
ASIN / marketplace
Capture Path
extension_dom_next_link_walk
Capability
ready
Package
plugin-hub-amazon-voc
Recent Object
B09B8V1LZ3

采集能力已就绪,配置变更会影响后续任务的默认执行参数。

配置项

状态
enabled
页预算
3
市场
US, UK, DE, CA, AU, JP

配置审计

暂无配置变更保存配置后,这里会显示变更字段、操作者和时间。

任务状态

暂无待处理任务当前队列没有 pending、running 或 retry_scheduled 任务。
active

Reddit Threads

.json proxy、OAuth readiness 和补采队列

plugin-hub-reddit-voc
VOC Units2414 thread
Queue10 open / 0 done
Quality172 low / 15 flagged
Freshness42dlatest captured

采集监控

Primary Object
thread / subreddit
Capture Path
server_reddit_json_proxy
Capability
ready
Package
plugin-hub-reddit-voc
Recent Object
t3_1upm96p

采集能力已就绪,配置变更会影响后续任务的默认执行参数。

配置项

状态
enabled
JSON Proxy
enabled
深度
8

配置审计

暂无配置变更保存配置后,这里会显示变更字段、操作者和时间。

任务状态

  • failed1eka2txserver_reddit_json_proxy
deferred

Instagram Media

Graph live-read gate、fixture path 和授权上下文

plugin-hub-instagram-voc
VOC Units00 media
Queue00 open / 0 done
Quality0no review items
Freshnessnonelatest captured

采集监控

Primary Object
media_id / shortcode
Capture Path
server_instagram_graph_comments
Capability
credential missing
Package
plugin-hub-instagram-voc
Recent Object
-

能力状态为 credential missing,需要先满足授权和 live-read gate 后再进入真实采集。

配置项

状态
disabled
Fixture
enabled
Graph
v25.0
评论上限
50

配置审计

暂无配置变更保存配置后,这里会显示变更字段、操作者和时间。

任务状态

暂无待处理任务当前队列没有 pending、running 或 retry_scheduled 任务。

Roadmap

PRD 平台预设计

deferred

TikTok Comments

Data Source
Public comment access requires separate platform review
Gate
Compliance and official data-access path not selected
  • video_url
  • creator_handle
  • comment_limit
  • access_policy
deferred

Shopify Storefront Reviews

Data Source
Storefront review app exports or authorized merchant API
Gate
Review provider and merchant authorization model not fixed
  • store_domain
  • review_provider
  • import_mode
  • sync_window

Reddit JSON Capture

Reddit 帖子解析

Monitor

接口与质量

  • VOC APIconnected
  • Strategy APIconnected
  • Insight APIconnected
  • Task API0 pending
  • Freshness42天前
  • Quality Gate10 条低于 70%

Server Capture

补采队列

  • failedtask_93cc50eaad1e

    reddit_json_unavailable_dom_empty

    source
    reddit:1eka2tx
    method
    server_reddit_json_proxy
    attempts
    3/3
    next
    -

    collection_task_worker_error · <urlopen error [Errno 101] Network is unreachable>

Authorization

授权状态

  • Instagram Graphcredential missing
  • Required Contextmedia_id, authorization_scope, authorized_by, authorized_at, environment, production_write
  • Live Readblocked
  • Live Writeblocked
  • Fixture Pathfixture only

VOC Strategy Brief

VOC 经营诊断

reddit

Reddit 样本更适合作为社区语言和内容角度线索,需要继续补样验证。

confidence
low
evidence
187

样本量或覆盖置信偏低,建议作为待验证运营假设。

关键信号

  • customer_languageP2

    可作为运营复核和补样方向。

行动计划

暂无行动建议。

Strategy Signals

策略信号

  • general241

    Review the evidence cluster for recurring product and messaging actions.

  • durability6

    Prioritize durability fixes and expectation-setting around failure points.

  • noise2

    Prioritize reducing noise complaints in product messaging and fixes.

  • price2

    Review price objections against positioning, bundle value, and competitor options.

采集历史

逐批核对 raw、canonical、可分析证据和占位节点。

最近采集批次及 raw、canonical、可分析证据和一致性状态。
采集时间平台RunRaw / Canonical可分析 / 占位覆盖状态
07/07 08:48redditrun_1845c504941aextension_reddit_json7 / 77 / 092%完整
07/07 07:50redditrun_5eeadc971396extension_reddit_json45 / 4545 / 092%完整
06/25 01:00redditrun_e2d2ec1f1fefextension_reddit_dom_fallback2 / 22 / 055%完整
06/25 00:59amazonrun_75fbb6b72292extension_dom_next_link_walk1 / 11 / 090%完整
06/24 01:37amazonrun_3a53e9c16d34extension_dom_next_link_walk1 / 11 / 090%完整
06/19 10:13redditrun_812bc4dc81fbextension_reddit_json338 / 338187 / 15178%完整
06/19 08:58amazonrun_069d89cb1954extension_dom_embedded_reviews8 / 88 / 058%完整

Canonical VOC Units

按平台、对象上下文和质量信号扫描证据。

平均置信度80%
50当前页100筛选结果100数据总量
平台全部质量全部排序最新采集
Canonical VOC 证据复核表,包含平台、来源对象、证据正文、质量、上下文、质量标记和详情操作。
平台对象 / 来源证据正文质量上下文Flags操作
Reddit

t1_ow1g057

reddit_comment

t1_ow1g057

Yeah, I only give her breast milk if we are at home during the day. I prefer to give her formula at night (as I found out she tends to sleep better) and while we are out (for logistics)

已校验覆盖 92%0 个质量标记
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Reddit

t1_ow1ee5b

reddit_comment

t1_ow1ee5b

May I ask why you are giving formula if you have breastmilk?

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t1_ow1cm75

reddit_comment

t1_ow1cm75

We have a deep freezer but if that’s not an option for you, I would see if there’s a local hospital you can donate too. You could also go through unofficial channels and look for a local mother who might need the milk.

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Reddit

t1_ow17qa1

reddit_comment

t1_ow17qa1

Time to buy a chest freezer!

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Reddit

t1_ow170he

reddit_comment

t1_ow170he

Welcome to r/ExclusivelyPumping! Here is a reminder of our rules: 1. Be kind and courteous. 2. Use available flairs and post options. 3. Absolutely no prescription medications or other medical advice. 4. No inaccurate information. 5. No spam. 6. No fetish content 7. No linking Facebook groups. 8. Moderator discretion. 9. No discussions around veganism, animal cruelty, or other non-pumping related topics. 10. No formula shaming. Reminder that we are a supportive community and do not allow for fetish seekers. While we do ban those individuals from our community, they can still view the community and send direct messages. You may choose to turn off your messages, or block individuals for your safety. Thank you for helping to keep our community safe! *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/ExclusivelyPumping) if you have any questions or concerns.*

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t1_ow1e5io

reddit_comment

t1_ow1e5io

is there a reason you prefer to give her formula?

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t3_1upm96p
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Reddit

What to do with extra milk?

reddit_thread

t3_1upm96p

I’m not an oversupplier, but I’m having a lot of extra milk because we often prefer giving her formula. I don’t want to stop pumping because I’m 7weeks pp and want my milk to come in case I decide to give her my milk later on. What should I do with the extra milk? I froze some, but don’t have the freezer space to freeze all of it. Is donating it a thing? I’m in Australia fyi

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t3_1upm96p
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Reddit

t1_ovy57qq

reddit_comment

t1_ovy57qq

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovy57mh/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t3_1umbsm4
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Reddit

t1_ovy57mh

reddit_comment

t1_ovy57mh

[removed]

需复核覆盖 92%1 个质量标记
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t3_1umbsm4
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top_level_reply
  • reddit_deleted_or_removed
来源
Reddit

t1_ovwkixw

reddit_comment

t1_ovwkixw

**1. Are you still getting the same type of traffic?** Compare the last 30 days vs. the previous 30 days: * Organic vs Direct vs Social vs Paid * New vs Returning visitors * Top landing pages **2. Has the conversion funnel changed?** Are people still: * Viewing products? * Adding to cart? * Reaching checkout? * Abandoning payment? A sudden drop at one stage usually points to where the problem is. **3. Did anything change around the date sales stopped?** Even something small like a theme update, app installation, pricing change, shipping rules, or payment gateway issue can have a bigger impact than expected. Since you mentioned last year's customers were mostly repeat buyers, I'd also compare **returning visitors** and **returning customer purchases** before assuming it's a website issue. I'd try to identify **what changed** before changing the site. The fact that traffic stayed stable but sales stopped is the biggest clue.

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t1_ovw6c24

reddit_comment

t1_ovw6c24

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovw6byk/) in /r/shopify was automatically removed as your account is too new (accounts must be at least 30 days old). Try again a little later. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovw6byk

reddit_comment

t1_ovw6byk

[removed]

需复核覆盖 92%1 个质量标记
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t3_1umbsm4
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top_level_reply
  • reddit_deleted_or_removed
来源
Reddit

t1_ovve4t0

reddit_comment

t1_ovve4t0

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovve4q1/) in /r/shopify was automatically removed as your account is too new (accounts must be at least 30 days old). Try again a little later. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovve4q1

reddit_comment

t1_ovve4q1

[removed]

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t3_1umbsm4
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Reddit

t1_ovq1t5r

reddit_comment

t1_ovq1t5r

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovq1t0r/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovq1t0r

reddit_comment

t1_ovq1t0r

[removed]

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t3_1umbsm4
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Reddit

t1_ovojjro

reddit_comment

t1_ovojjro

you kind of buried the answer in your own comments: razorpay has been failing card payments at checkout for months. that's not a side issue, that is the sales drop. your revenue was mostly returning customers, and a repeat buyer who hits a failed payment once or twice just stops coming back. quietly. which matches "traffic fine, sales gone" exactly. pull your payment success rate from the razorpay dashboard. under 90% on cards means you're leaking money every single day. then give people a second way to pay so a card failure isn't a dead end. waiting for shopify and razorpay to stop blaming each other clearly isn't working, it's been months. a review app won't move anything here. trust wasn't your problem in march and it isn't your problem now.

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t1_ovnlck1

reddit_comment

t1_ovnlck1

Start with the funnel before assuming it is a trust or reviews problem. In Shopify analytics, compare sessions, added to cart, reached checkout, and completed orders from March versus now. Whichever step dropped is where to focus first. If add to cart dropped, your theme customization is the first suspect. Test on mobile and desktop in incognito. If checkout is the drop-off point, place a test order yourself and watch whether payment loads and shipping calculates correctly. On reviews, if the funnel check shows people are reaching product pages and adding to cart but not buying, that is when trust signals matter. [Junip](https://junip.co/p/partners?mref=uhdedfce) is a solid option for collecting and displaying reviews. But fix the funnel first or you will be solving the wrong problem.

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t1_ovikcu1

reddit_comment

t1_ovikcu1

Those 100+ visits per day… biggest question is are they bot sessions or human?

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t1_ovhertr

reddit_comment

t1_ovhertr

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovhersa/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovhersa

reddit_comment

t1_ovhersa

[removed]

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t3_1umbsm4
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  • reddit_deleted_or_removed
来源
Reddit

t1_ovhbcll

reddit_comment

t1_ovhbcll

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovhbckd/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovhbckd

reddit_comment

t1_ovhbckd

[removed]

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t3_1umbsm4
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top_level_reply
  • reddit_deleted_or_removed
来源
Reddit

t1_ovhajiq

reddit_comment

t1_ovhajiq

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovhajhd/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovhajhd

reddit_comment

t1_ovhajhd

[removed]

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t3_1umbsm4
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  • reddit_deleted_or_removed
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t1_ovgtu2q

reddit_comment

t1_ovgtu2q

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovgtu14/) in /r/shopify was automatically removed as your account is too new (accounts must be at least 30 days old). Try again a little later. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovgtu14

reddit_comment

t1_ovgtu14

[removed]

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t3_1umbsm4
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Reddit

t1_ovf0r8x

reddit_comment

t1_ovf0r8x

Try doing test orders, and looking through your abandoned carts to see if you can identify any technical or setup issues.

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t1_ovbh0zs

reddit_comment

t1_ovbh0zs

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovbh0u3/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovbh0u3

reddit_comment

t1_ovbh0u3

[removed]

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t3_1umbsm4
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  • reddit_deleted_or_removed
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Reddit

t1_ovbbt9y

reddit_comment

t1_ovbbt9y

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovbbt7t/) in /r/shopify was automatically removed as your account is too new (accounts must be at least 30 days old). Try again a little later. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovbbt7t

reddit_comment

t1_ovbbt7t

[removed]

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t3_1umbsm4
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  • reddit_deleted_or_removed
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Reddit

t1_ovb080d

reddit_comment

t1_ovb080d

Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovb07yg/) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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t1_ovb07yg

reddit_comment

t1_ovb07yg

[removed]

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t3_1umbsm4
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  • reddit_deleted_or_removed
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Compare to Shopify and Google Analytics, both sided abandoned cart or add to cart numbers are different. So which one should be more accurate ?

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Do you have the same number of abandoned checkouts. Or are those gone too?

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Hy in my case many time Razor pay did not accepted card payments. Actually before march as well almost on every checkout notification i realize that when the customers wants to checkout somehow the payment was failed. I already mailed about this issue with Shopify and also with the Razorpay team but instead of solving my issue they were pointing out to each others. That is why i left that problem like its not gonna solve from both side.

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A sudden drop like that is usually easier to pin down by comparing the funnel than by staring at traffic. In Shopify analytics, look at sessions, added to cart, reached checkout, and completed orders before vs after March. If sessions are steady but added to cart dropped, I’d suspect the custom theme or a script change. If people are reaching checkout but not buying, check payment failures, shipping rates, taxes, and any recent gateway changes.

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Thats good to hear man. Could you please tell me more details about cloude? Like how to start?

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Your [comment](https://www.reddit.com/r/shopify/comments/1umbsm4/shopify_store_traffic_is_100_visitorsday_but/ovff9k3/?context=3) in /r/shopify was automatically removed as your 'post' karma is below 10 (we do not consider your total karma; your post and comment karma are separate numbers and must both meet their minimum requirement). You can increase your post karma by posting in other areas of Reddit to earn upvotes. The higher quality the content, the higher your karma will become. *I am a bot, and this action was performed automatically. Please [contact the moderators of this subreddit](/message/compose/?to=/r/shopify) if you have any questions or concerns.*

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I was in the same position. Used Claude to review site, fixed a whole bunch of issues, started getting orders again within a week or so.

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In my case, Razorpay often failed to process card payments. Even before March, I noticed that many customers reached the checkout page but their card payments failed. I contacted both Shopify and the Razorpay support team several times, but instead of resolving the issue, each side kept saying the problem was with the other. Eventually, I gave up because it didn't seem like either of them was going to fix it.

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I’d separate this into two checks: “is checkout broken?” and “did the quality of visitors change?” For Shopify, I’d check in this order: - place a test order on mobile and desktop, including shipping/tax calculation and payment - look at the last 20–30 abandoned checkouts and see where people stopped - compare March vs now by traffic source, device, country, landing page, and returning vs new visitors - check whether any app/theme change added page weight, popup friction, broken variant selectors, or checkout redirects - review product availability, shipping rates, delivery promises, and any surprise costs that appear late - look at returning-customer activity separately, since you said repeat buyers used to drive a lot of sales 100 visitors/day is still a small sample, so I wouldn’t conclude from one or two quiet days. But if the drop is sustained, the fastest clue is usually in the mismatch: same total sessions, but different source/device/landing page mix, or normal add-to-cart activity with a sudden falloff at checkout. On reviews, I’d avoid adding an app just because sales slowed. First confirm whether product-page trust is actually the bottleneck. If people are not reaching product pages or not adding to cart, reviews probably are not the first problem.

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>

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Shopify analytics can tell you where the funnel breaks so you don't have to guess. In admin, compare before vs now for added to cart, reached checkout, and converted. Whichever one dropped is your answer. If add to cart dropped, it's probably theme js since you customized it. Try buying something on your phone in incognito. Try on desktop as well with the console open. If /cart/add comes back with a 422, the variant id isn't being sent and the button quietly does nothing. If people reach checkout but don't finish, place a test order yourself and watch whether payment options actually load.

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把多平台 VOC 插件采集变成可观测的数据资产。

当前站点连接到 https://plugin.lute-tlz-dddd.top,每 30 秒刷新一次,用于跟踪证据量、 覆盖置信度、质量 flags 和策略信号。

最新采集
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最近刷新
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Runtime Config

配置参数

API Base URL
https://plugin.lute-tlz-dddd.top
环境
production
刷新周期
30s
启用平台
amazon, reddit
Amazon 页预算
3
低置信度阈值
70%

Capture Templates

三平台采集模板

enabled

Amazon Reviews

amazon

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入口
https://www.amazon.com/product-reviews/{ASIN}
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reddit

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