PRODUCT & COMPETITIVE INTELLIGENCE

01 Listen · Feedback Sources

Turn every product review into your next product decision.

Cloud4Feed collects reviews from every marketplace and your own store, reads them with an attribute model built for each product category, and benchmarks every attribute against rival products — all analysed by the same AI engine as your surveys and calls.

Request a Demo See how it works

CityHome Glide 5

Robot vacuums & mops · ★ 4.3 · 6,120 reviews · 4 sources

vs. Rival A · R9, Rival B · Max ▾

Glide 5 Rival A · R9 Rival B · Max

Navigation & mapping887670

Based on 2,150 mentions

Suction on carpets847971

Based on 2,580 mentions

Battery run time797469

Based on 2,410 mentions

App & connectivity668561

Based on 1,240 mentions

Pet hair & tangling628166

Based on 1,820 mentions

✦ Rival A leads on pet hair & tangling by 19 points — mentioned in 17% of reviews

Every marketplace, matched to every SKU
An attribute model for every category
Attribute-level rival benchmarks
Defects caught early

Product reviews need a product lens.

A general experience lens

Product — mixedDelivery — positive

Tells you the mood. Not what to build next.

Verified purchaseCityHome Glide 5

“Brilliant mapping — it found every room on the first run. But with two cats I'm cutting hair off the brush every other day. Delivery was quick.”

Lena K. · two cats

Cloud4Feed product lens

Navigation & mapping — positive Pet hair & tangling — negative Maintenance effort — negative Use case: Pet owner

Delivery — positive · Purchase & service (not in product score) Every attribute, scored. Service issues kept apart.

Every product category gets its own attribute model, so a robot vacuum is judged on suction and mapping — and a fridge on cooling and noise.

Collect

Every review, matched to the right product.

Bring in reviews and questions from marketplaces and your own store, match every listing to one product, and add rival products to watch.

Marketplaces

AmazonTrendyolHepsiburada

Your own channels

Your online storeProduct Q&A

Retailer sites

Electronics retailersDepartment stores

Sync status

4 sources connected

Amazon✓ Synced 12 min ago

Trendyol✓ Synced 8 min ago

Hepsiburada✓ Synced 15 min ago

Your online store✓ Live

One product, every listing

CityHome Glide 5

Amazon · CityHome Official2,410

Trendyol · CityHome Official1,880

Hepsiburada · CityHome Official920

✓ 5 listings matched · Variants combined

RIVAL PRODUCTS

Rival A · R93 listings · 5,210 reviews

Rival B · Max2 listings · 3,040 reviews

+ Add rival product

YOUR OWN DATA, SAME PRODUCT

Return reasons Warranty & service tickets Post-purchase surveys Service calls

Joined to the same SKU, so you see why products come back — not just what buyers post.

Understand

Know exactly what buyers love — and what they don't.

The AI engine proposes an attribute model for each product category from your reviews. Your team fine-tunes it, and every review is coded against it.

An attribute model for every category

Category: Robot vacuums & mops ▾ ✦ Suggested from 18,420 reviews

Suction on carpets & rugs2,580

Edges & corners940

Pet hair pick-up1,310

Hair tangling on brushes1,820

Mapping accuracy2,150

Obstacle avoidance1,660

Getting stuck & thresholds720

Rolls up into 6 groups you can compare across categories: Performance · Ease of use · Reliability · Design · Value · Purchase & service

Product or service?

Product attributes 71% Purchase & service 29%

A late parcel shouldn't lower your product score. Service issues are kept apart and sent to the right team.

Who's talking — and how they use it

Pet owners3,940 reviews68 Homes with carpets2,210 reviews82 Large homes (100 m²+)1,480 reviews85

Use cases are picked up from what buyers write — no extra questions needed.

What buyers ask for

1Tangle-free brush1,240

2Mop that lifts on rugs610

3Quieter dock380

Tangle-free brush WHO ASKS

Pet owners72% Homes with carpets18% Other10%

TREND · LAST 90 DAYS ▲ 38% “Love it, but I'd pay more for a brush cats can't clog.” · Trendyol

Benchmark

See where you lead — and where rivals pull ahead.

Compare every attribute against rival products, see which gaps matter most to buyers, and learn why they choose one product over another.

Robot vacuums & mops · Last 90 days · 18,420 reviews

ATTRIBUTE CITYHOME GLIDE 5 RIVAL A · R9 RIVAL B · MAX SHARE OF MENTIONS

Suction on carpets 84 79 71 14%

Pet hair & tangling 62 81 66 17%

✦ Biggest gap that buyers care about: −19 vs. Rival A

Navigation & mapping 88 76 70 19%

Obstacle avoidance 71 83 58 9%

Mopping 58 64 72 8%

Battery run time 79 74 69 11%

App & connectivity 66 85 61 12%

Noise 74 70 77 5%

Value for money 81 68 84 5%

What to fix first

Gap vs. best rival

Pet hair & tangling Pet hair & tangling · score 62 · gap −19 App & connectivity App & connectivity · score 66 · gap −19 Navigation & mapping Navigation & mapping · score 88 · gap +12 Suction on carpets Suction on carpets · score 84 · gap +5 Obstacle avoidance Obstacle avoidance · score 71 · gap −12 Mopping Mopping · score 58 · gap −14 Noise Noise · score 74 · gap −3

Rarely mentionedHow often buyers mention it →

Why buyers compare

Rival AGlide 5Mentions switching · 214 Top reason: Mapping “Switched from the R9 — the Glide maps my flat properly.” · Amazon

Glide 5Rival AMentions comparing · 380 Top reason they prefer Rival A: Tangle-free brush “Nearly bought the R9 for the brush — with a dog, it matters.” · Trendyol

Glide 5Rival BMentions comparing · 162 Top reason they prefer Glide 5: Battery run time “Lasts the whole flat on one charge — the Max never did.” · Hepsiburada

When buyers name a rival, you hear exactly why they chose — or almost chose — you.

Comparing brands and stores rather than products? → Reputation Management & Social Listening

Detect

Catch product problems before they become returns.

Spot new issues as soon as they start, compare product generations, and follow every launch from the first review.

⚠ New issue detected · App & connectivity · CityHome Glide 5

Same issue in return reasons ×38Service tickets ×61All sources

“Since the last update the app drops the connection mid-clean.”Amazon

“Have to re-pair it every morning now.”Trendyol

→ Case #8812 opened · Quality team

Glide 4 → Glide 5

Navigation & mapping 74 → 88 +14

Battery run time 70 → 79 +9

Suction on carpets 78 → 84 +6

Pet hair & tangling 64 → 62 −2

Noise 80 → 74 −6

App & connectivity 77 → 66 −11

See whether a new model really fixed what buyers complained about.

Glide 5 Pro · first 30 days

Rating★ 4.4

Reviews612

Top praiseSelf-empty dock

Top issueDock noise

Deeper anomaly detection, drivers and forecasts → AI Insights & Predictive Analytics

Act

Send every insight to the team that can fix it.

Product issues go to product and quality, listing and service issues go to e-commerce — in the same case and case management your team already uses.

INSIGHTS

CityHome Glide 5

Product team

Tangle-free brush — 1,240 requests · 72% pet ownersAdded to product backlog · Owner: Product Manager

Quality team

App disconnects after firmware 2.4Case #8812 · SLA 48h · Status: In progress

E-commerce team

Buyers expect the mop to lift on rugsListing update: clarify mop use on rugs · 3 listings

Seller HomeTech Store · late deliveries ×44Flagged to marketplace manager

Your product summary, every month

Glide 5 · September ▲Win: Navigation & mapping leads both rivals. ▼Gap: Pet hair & tangling, −19 vs. Rival A. ⚠New issue: App disconnects after firmware 2.4. Sent to: Product, Quality, E-commerce · 1st of every month

Every case runs on the same workflow → Workflow & Closing the Loop

Next steps

What happens after every product review.

02 · ANALYZE

See your products the way buyers do.

In a 30-minute walkthrough, we'll show your products' reviews coded by attribute and benchmarked against your rivals.

Request a Demo Talk to sales

Already a Cloud4Feed customer? Activate this module →

Request a Demo

PRODUCT & COMPETITIVE INTELLIGENCE

01 Listen · Feedback Sources

Turn every product review into your next product decision.

Request a Demo See how it works

CityHome Glide 5

Robot vacuums & mops · ★ 4.3 · 6,120 reviews · 4 sources

vs. Rival A · R9, Rival B · Max ▾

Glide 5 Rival A · R9 Rival B · Max

Navigation & mapping887670

Based on 2,150 mentions

Suction on carpets847971

Based on 2,580 mentions

Battery run time797469

Based on 2,410 mentions

App & connectivity668561

Based on 1,240 mentions

Pet hair & tangling628166

Based on 1,820 mentions

✦ Rival A leads on pet hair & tangling by 19 points — mentioned in 17% of reviews

Every marketplace, matched to every SKU
An attribute model for every category
Attribute-level rival benchmarks
Defects caught early

Product reviews need a product lens.

A general experience lens

Product — mixedDelivery — positive

Tells you the mood. Not what to build next.

Verified purchaseCityHome Glide 5

“Brilliant mapping — it found every room on the first run. But with two cats I'm cutting hair off the brush every other day. Delivery was quick.”

Lena K. · two cats

Cloud4Feed product lens

Navigation & mapping — positive Pet hair & tangling — negative Maintenance effort — negative Use case: Pet owner

Delivery — positive · Purchase & service (not in product score) Every attribute, scored. Service issues kept apart.

Every product category gets its own attribute model, so a robot vacuum is judged on suction and mapping — and a fridge on cooling and noise.

Collect

Every review, matched to the right product.

Bring in reviews and questions from marketplaces and your own store, match every listing to one product, and add rival products to watch.

Marketplaces

AmazonTrendyolHepsiburada

Your own channels

Your online storeProduct Q&A

Retailer sites

Electronics retailersDepartment stores

Sync status

4 sources connected

Amazon✓ Synced 12 min ago

Trendyol✓ Synced 8 min ago

Hepsiburada✓ Synced 15 min ago

Your online store✓ Live

One product, every listing

CityHome Glide 5

Amazon · CityHome Official2,410

Trendyol · CityHome Official1,880

Hepsiburada · CityHome Official920

✓ 5 listings matched · Variants combined

RIVAL PRODUCTS

Rival A · R93 listings · 5,210 reviews

Rival B · Max2 listings · 3,040 reviews

+ Add rival product

YOUR OWN DATA, SAME PRODUCT

Return reasons Warranty & service tickets Post-purchase surveys Service calls

Joined to the same SKU, so you see why products come back — not just what buyers post.

Understand

Know exactly what buyers love — and what they don't.

The AI engine proposes an attribute model for each product category from your reviews. Your team fine-tunes it, and every review is coded against it.

An attribute model for every category

Category: Robot vacuums & mops ▾ ✦ Suggested from 18,420 reviews

Suction on carpets & rugs2,580

Edges & corners940

Pet hair pick-up1,310

Hair tangling on brushes1,820

Mapping accuracy2,150

Obstacle avoidance1,660

Getting stuck & thresholds720

Rolls up into 6 groups you can compare across categories: Performance · Ease of use · Reliability · Design · Value · Purchase & service

Product or service?

Product attributes 71% Purchase & service 29%

A late parcel shouldn't lower your product score. Service issues are kept apart and sent to the right team.

Who's talking — and how they use it

Pet owners3,940 reviews68 Homes with carpets2,210 reviews82 Large homes (100 m²+)1,480 reviews85

Use cases are picked up from what buyers write — no extra questions needed.

What buyers ask for

1Tangle-free brush1,240

2Mop that lifts on rugs610

3Quieter dock380

Tangle-free brush WHO ASKS

Pet owners72% Homes with carpets18% Other10%

TREND · LAST 90 DAYS ▲ 38% “Love it, but I'd pay more for a brush cats can't clog.” · Trendyol

Benchmark

See where you lead — and where rivals pull ahead.

Compare every attribute against rival products, see which gaps matter most to buyers, and learn why they choose one product over another.

Robot vacuums & mops · Last 90 days · 18,420 reviews

ATTRIBUTE CITYHOME GLIDE 5 RIVAL A · R9 RIVAL B · MAX SHARE OF MENTIONS

Suction on carpets 84 79 71 14%

Pet hair & tangling 62 81 66 17%

✦ Biggest gap that buyers care about: −19 vs. Rival A

Navigation & mapping 88 76 70 19%

Obstacle avoidance 71 83 58 9%

Mopping 58 64 72 8%

Battery run time 79 74 69 11%

App & connectivity 66 85 61 12%

Noise 74 70 77 5%

Value for money 81 68 84 5%

What to fix first

Gap vs. best rival

Rarely mentionedHow often buyers mention it →

Why buyers compare

Rival AGlide 5Mentions switching · 214 Top reason: Mapping “Switched from the R9 — the Glide maps my flat properly.” · Amazon

Glide 5Rival AMentions comparing · 380 Top reason they prefer Rival A: Tangle-free brush “Nearly bought the R9 for the brush — with a dog, it matters.” · Trendyol

Glide 5Rival BMentions comparing · 162 Top reason they prefer Glide 5: Battery run time “Lasts the whole flat on one charge — the Max never did.” · Hepsiburada

When buyers name a rival, you hear exactly why they chose — or almost chose — you.

Comparing brands and stores rather than products? → Reputation Management & Social Listening

Detect

Catch product problems before they become returns.

Spot new issues as soon as they start, compare product generations, and follow every launch from the first review.

⚠ New issue detected · App & connectivity · CityHome Glide 5

Same issue in return reasons ×38Service tickets ×61All sources

“Since the last update the app drops the connection mid-clean.”Amazon

“Have to re-pair it every morning now.”Trendyol

→ Case #8812 opened · Quality team

Glide 4 → Glide 5

Navigation & mapping 74 → 88 +14

Battery run time 70 → 79 +9

Suction on carpets 78 → 84 +6

Pet hair & tangling 64 → 62 −2

Noise 80 → 74 −6

App & connectivity 77 → 66 −11

See whether a new model really fixed what buyers complained about.

Glide 5 Pro · first 30 days

Rating★ 4.4

Reviews612

Top praiseSelf-empty dock

Top issueDock noise

Deeper anomaly detection, drivers and forecasts → AI Insights & Predictive Analytics

Act

Send every insight to the team that can fix it.

Product issues go to product and quality, listing and service issues go to e-commerce — in the same case and case management your team already uses.

INSIGHTS

CityHome Glide 5

Product team

Tangle-free brush — 1,240 requests · 72% pet ownersAdded to product backlog · Owner: Product Manager

Quality team

App disconnects after firmware 2.4Case #8812 · SLA 48h · Status: In progress

E-commerce team

Buyers expect the mop to lift on rugsListing update: clarify mop use on rugs · 3 listings

Seller HomeTech Store · late deliveries ×44Flagged to marketplace manager

Your product summary, every month

Every case runs on the same workflow → Workflow & Closing the Loop

Next steps

What happens after every product review.

02 · ANALYZE

More feedback sources

See your products the way buyers do.

In a 30-minute walkthrough, we'll show your products' reviews coded by attribute and benchmarked against your rivals.

Request a Demo Talk to sales

Already a Cloud4Feed customer? Activate this module →

Turn every product review into your next product decision.

CityHome Glide 5

Product reviews need a product lens.

A general experience lens

Cloud4Feed product lens

Every review, matched to the right product.

Marketplaces

Your own channels

Retailer sites

Sync status

One product, every listing

Know exactly what buyers love — and what they don't.

An attribute model for every category

Product or service?

Who's talking — and how they use it

What buyers ask for

See where you lead — and where rivals pull ahead.

Robot vacuums & mops · Last 90 days · 18,420 reviews

What to fix first

Why buyers compare

Catch product problems before they become returns.

⚠ New issue detected · App & connectivity · CityHome Glide 5

Glide 4 → Glide 5

Glide 5 Pro · first 30 days

Send every insight to the team that can fix it.

CityHome Glide 5

Product team

Quality team

E-commerce team

Your product summary, every month

What happens after every product review.

Conversation & Text Intelligence

AI Insights & Predictive Analytics

Workflow & Closing the Loop

More feedback sources

See your products the way buyers do.

Turn every product review into your next product decision.

CityHome Glide 5

Product reviews need a product lens.

A general experience lens

Cloud4Feed product lens

Every review, matched to the right product.

Marketplaces

Your own channels

Retailer sites

Sync status

One product, every listing

Know exactly what buyers love — and what they don't.

An attribute model for every category

Product or service?

Who's talking — and how they use it

What buyers ask for

See where you lead — and where rivals pull ahead.

Robot vacuums & mops · Last 90 days · 18,420 reviews

What to fix first

Why buyers compare

Catch product problems before they become returns.

⚠ New issue detected · App & connectivity · CityHome Glide 5

Glide 4 → Glide 5

Glide 5 Pro · first 30 days

Send every insight to the team that can fix it.

CityHome Glide 5

Product team

Quality team

E-commerce team

Your product summary, every month

What happens after every product review.

Conversation & Text Intelligence

AI Insights & Predictive Analytics

Workflow & Closing the Loop

More feedback sources

See your products the way buyers do.