Product review collection, display, moderation, and syndication strategy across platforms — Skeepers, Yotpo, Judge.me, Trustpilot, Bazaarvoice, Loox, Okendo. Covers choosing a review platform, automating post-purchase review requests (email, SMS, in-email forms), displaying reviews with widgets and Rich Snippets, photo/video collection, AI-powered moderation and reply, syndicating reviews to retail partners, and integrating with Google Shopping. Use when not getting enough product reviews, collection rate is low, reviews not showing on product pages or Google, unsure which review app to pick, reviews not syndicating to retail partners, or switching platforms and worried about losing data. Do NOT use for platform-specific config (use /sales-skeepers, /sales-klaviyo, /sales-omnisend), influencer marketing strategy (use /sales-influencer-marketing), or feedback surveys like NPS/CSAT (use /sales-customer-feedback — reviews are public, NPS is private satisfaction).
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Product review collection, display, moderation, and syndication strategy across platforms — Skeepers, Yotpo, Judge.me, Trustpilot, Bazaarvoice, Loox, Okendo. Covers choosing a review platform, automating post-purchase review requests (email, SMS, in-email forms), displaying reviews with widgets and Rich Snippets, photo/video collection, AI-powered moderation and reply, syndicating reviews to retail partners, and integrating with Google Shopping. Use when not getting enough product reviews, collection rate is low, reviews not showing on product pages or Google, unsure which review app to pick, reviews not syndicating to retail partners, or switching platforms and worried about losing data. Do NOT use for platform-specific config (use /sales-skeepers, /sales-klaviyo, /sales-omnisend), influencer marketing strategy (use /sales-influencer-marketing), or feedback surveys like NPS/CSAT (use /sales-customer-feedback — reviews are public, NPS is private satisfaction).
argument-hint
[describe your review collection question — e.g., 'which review app for my Shopify store' or 'how do I get more photo reviews']
Helps the user collect, display, moderate, and syndicate product reviews across ecommerce platforms — from choosing the right review tool to optimizing review collection rates and leveraging reviews for conversion and SEO.
Step 1 — Gather context
If references/learnings.md exists, read it first for accumulated knowledge.
Ask the user:
What do you need help with?
A) Choosing a review platform
B) Setting up review collection (post-purchase emails/SMS)
C) Displaying reviews on product pages
D) Getting more photo/video reviews
E) Review moderation and responding
F) Review syndication to retail partners or Google
G) Migrating from one review platform to another
H) Something else — describe it
What's your ecommerce platform? Shopify, WooCommerce, Magento, BigCommerce, custom, or other
What's your monthly order volume? This determines which review tools are cost-effective.
What's your budget? Free, under $50/month, under $200/month, or enterprise
Step 2 — Platform comparison
Help the user choose based on their constraints:
Platform
Best for
Pricing
Photo/Video
Syndication
Google Rich Snippets
Judge.me
Budget-conscious Shopify stores
Free plan + $15/mo
Yes (paid)
No
Yes
Loox
Visual-first DTC brands
From $9.99/mo
Core feature
No
Yes
Okendo
Shopify brands wanting Klaviyo integration
From $19/mo
Yes
Limited
Yes
Stamped
Multi-channel aggregation
From $23/mo
Yes
Limited
Yes
Yotpo
Mid-market with loyalty + reviews
From $79/mo
Yes
Yes
Yes
Skeepers
Enterprise brands wanting UGC + influencer + reviews
~3K EUR/mo
Yes
Yes (retail network)
Yes
Bazaarvoice
Enterprise retail syndication
Enterprise pricing
Yes
Industry-leading
Yes
PowerReviews
Retail brands / CPG
Enterprise pricing
Yes
Strong retail network
Yes
Trustpilot
Service businesses / B2B
Free plan + paid
Limited
No
Yes (own domain)
Birdeye
Multi-location service businesses
~$299/mo/location
Limited
No
Yes
G2
B2B software (SaaS)
Free + $299/mo+
No
No
No (G2 badges instead)
Decision framework:
Just starting / low budget: Judge.me (free plan is exceptionally generous) or Loox (if visual reviews matter)
Growing Shopify brand: Okendo (tight Klaviyo integration) or Stamped (multi-channel)
In-email review forms (highest) — customer rates without clicking through. Judge.me, Skeepers, and Okendo support this.
SMS review requests — 3x higher open rate than email. Yotpo, Okendo, and Stamped support SMS.
Post-purchase email — standard approach. All platforms support this.
On-site pop-up — catch customers while browsing. Lower quality but captures impulse reviews.
QR code in packaging — physical prompt. Works well for unboxing-heavy products.
Photo and video review incentives
Offer loyalty points or discount codes for photo/video reviews (Yotpo, Okendo, Stamped integrate with loyalty)
Use AI-suggested themes (Skeepers) to prompt more detailed, useful reviews
Keep the upload mobile-friendly (most customers review on phones), and set expectations — "Show us how you use it" prompts better UGC than "Upload a photo"
Step 4 — Review display and SEO
Widget placement for maximum conversion
Star ratings on product cards (collection pages) — social proof before click-through
Review summary above the fold (product page) — star rating + count visible without scrolling
Full review section (product page) — filterable by rating, with photo/video, below product details
Review carousel (homepage) — featured reviews for brand trust
Review rich snippets (Google search) — JSON-LD structured data for star ratings in SERPs
Google Rich Snippets setup
All major review platforms support JSON-LD structured data. Key requirements: use Product schema with aggregateRating and review properties; reviews must be from verified purchases (Google's policy); minimum 1 review to display (Google recommends 5+); test with Google's Rich Results Test tool after implementation.
Review syndication
What it is / who needs it: Push reviews from your brand site to retail partner sites (Amazon, Target, Walmart, etc.) — for brands selling through multiple retailers who want consistent coverage everywhere.
PowerReviews — strong retail network, especially grocery/CPG
Skeepers — syndication to Google Shopping, Meta, TikTok, plus retail partners
Yotpo — growing syndication capabilities
Key considerations: syndication needs retailer acceptance (a business relationship, not just technical); product identifiers must match across systems (GTIN/UPC is the universal key); syndicated reviews are usually read-only on the retailer site; Google Shopping syndication differs from retail syndication.
Step 5 — Review moderation and response
Moderation workflow
Auto-approve reviews ≥3 stars with no flagged content (most platforms support this)
Queue for review 1-2 star reviews and anything with flagged language
AI moderation (Skeepers, Yotpo) — catches spam, profanity, and competitor mentions automatically
Respond to negative reviews within 24-48 hours — shows future customers you care
Address negative reviews with empathy + specific action ("I'm sorry about X. Here's what we're doing / contact us at Y") — never argue, since other customers are reading
Use AI reply suggestions (Skeepers, Yotpo) as a starting point, then personalize
Gotchas
Best-effort from research — review these, especially pricing and feature availability that may change.
Shopify deprecated its native Product Reviews app in 2024 — if you're still using it, migrate to a third-party app. Export reviews before they're lost.
Google Rich Snippets are not guaranteed — Google decides whether to show star ratings in search results. Having structured data is necessary but not sufficient.
Free plans have branding — Judge.me and most free-tier review apps show their logo on widgets. Paid plans remove branding.
Review gating is against Google's policy — don't filter review requests to only send to satisfied customers. Send to everyone.
Photo review quality varies — expect ~5-15% of reviews to include photos without incentives; incentivizing can raise this to 30%+.
Syndication ≠ automatic retail acceptance — the capability doesn't mean retailers accept your reviews; it's a business negotiation.
Migration between platforms risks losing reviews — most platforms support CSV import/export but formatting varies, so test with a small batch first.
If you discover something not covered here, append it to references/learnings.md with today's date.
Before recommending a specific platform skill
This skill covers a strategy domain across many platforms. Before pointing the user to any specific platform skill (any /sales-{platform} listed in ## Related skills, e.g., /sales-mailshake, /sales-klaviyo, /sales-apollo), read that platform skill's actual SKILL.md first. The 1-line description in ## Related skills is enough to identify a candidate — it's not enough to commit to it or to write a prompt that invokes it well.
How to read it:
If ~/.claude/skills/{skill-name}/SKILL.md exists locally, Read it.
For sales-* skills, WebFetch directly from this repo: https://raw.githubusercontent.com/sales-skills/sales/main/skills/{skill-name}/SKILL.md — e.g., for sales-mailshake: https://raw.githubusercontent.com/sales-skills/sales/main/skills/sales-mailshake/SKILL.md.
For non-sales-* skills (third-party), look up {org}/{repo} in ~/.claude/skills/sales-do/references/skill-sources.md if installed and fetch the same skills/{skill-name}/SKILL.md path under that repo.
After reading, ground your recommendation in something concrete from the SKILL.md (its scope, a sub-flow, its argument-hint shape, or a "Do NOT use for..." negative trigger). Align any generated invocation with the platform skill's argument-hint. If the platform skill turns out not to fit the user's situation, swap to another or handle the question here directly rather than recommending a poor fit.
Related skills
/sales-trustpilot — Trustpilot platform help (TrustBox widgets, TrustScore, Invitation API, Google Seller Ratings). Install: npx skills add sales-skills/sales --skill sales-trustpilot
/sales-customer-feedback — Customer feedback, NPS, CSAT, VoC strategy (different from product reviews — surveys are private satisfaction measurement, not public reviews). Install: npx skills add sales-skills/sales --skill sales-customer-feedback
/sales-email-marketing — Email marketing (review request emails are a key touchpoint). Install: npx skills add sales-skills/sales --skill sales-email-marketing
/sales-do — Not sure which skill to use? The router matches any sales objective to the right skill. Install: npx skills add sales-skills/sales --skill sales-do
Examples
Example 1: "I just launched my Shopify store and need a review app. I have maybe 10 orders a day and no budget for paid tools."
→ Recommend Judge.me free plan, walk through setup: install app, configure 7-day post-purchase email delay, enable in-email review form, add star ratings to collection pages and review section to product pages, set up JSON-LD for Google Rich Snippets.
Example 2: "I'm a DTC beauty brand doing 500 orders/day and want more photo and video reviews for social proof."
→ Compare Loox vs Okendo vs Yotpo for visual review focus. Recommend photo review incentives (loyalty points or discount codes), SMS review requests for higher response rates, and UGC galleries on product pages. If they want influencer content too, suggest Skeepers for combined review + influencer UGC.
Example 3: "I sell through my own site and through Target and Walmart. How do I get my reviews to show up on retailer sites?"
→ Explain review syndication: Bazaarvoice or PowerReviews for the strongest retail networks, GTIN/UPC matching requirements, retailer onboarding process, and the business relationship aspect beyond technical integration.
Troubleshooting
Low review collection rate (< 5%)
Check email deliverability — review requests may be going to spam
Shorten the delay — if customers forget by the time the request arrives, they won't review
Enable in-email forms — reduces friction vs. clicking through to a separate page
Add SMS as a second channel — 3x higher open rate than email
Test subject lines — "How's your [product]?" outperforms "Leave a review"
Reviews not showing in Google search results
Verify JSON-LD structured data with Google's Rich Results Test
Ensure reviews are from verified purchases
Check that you have enough reviews (Google recommends 5+ per product)
Google can take weeks to process — be patient after implementation
Note: Google may choose not to show stars even with valid markup
Review widget slowing down page
Lazy-load the review section (load on scroll, not on page load)
Limit initial display to 5-10 reviews with "load more"
Check if the review app loads external scripts synchronously — defer if possible
Test Core Web Vitals before and after review widget installation
