Top Recommendation Engines Brands by AI Memory Score

Ranked by AI Visibility Score across 10 AI platforms

Product recommendation engines

79 brands measured using consensus sampling methodology

👑

Category Monster Rankings

Brands that own AI recommendations in Recommendation Engines

🏆
Category Monster
Recommendation Engine Inc.
recommendationengine.com
95%
AI Visibility Score
3/10 models
Category Monster rankings based on AI Visibility Score • week_2025_50
Rank
Brand
AI Memory Score
Model Coverage
Consensus
1
Recommendation Engine Inc.
recommendationengine.com
95%
3/10
100%
2
Recs.ai
recs.ai
95%
5/10
100%
3
Suggestify
suggestify.com
95%
4/10
100%
4
Recommendify Inc.
recommendify.com
95%
5/10
100%
5
Collaborative Filtering Inc.
collaborativefiltering.com
94%
6/10
96%
6
Recommender Labs
recommenderlabs.com
94%
5/10
92%
7
Recommendation Cloud
recommendationcloud.com
90%
5/10
91%
8
Amazon
amazon.com
90%
8/10
87%
9
Personalized Recommendations LLC
personalizedrecommendations.com
89%
5/10
85%
10
Smart Recommender
smartrecommender.com
89%
3/10
81%
11
IBM Analytics
IBM.com
89%
6/10
78%
12
LiftIgniter by Maven
maven.com
86%
6/10
86%
13
AWS Step Functions
aws.amazon.com
84%
9/10
72%
14
Recommend.io
recommend.io
83%
8/10
68%
15
prudsys AG
prudsys.com
83%
5/10
82%
16
Recommendation AI
recommendation.ai
82%
4/10
87%
17
Netflix
netflix.com
81%
8/10
81%
18
Baynote
baynote.com
81%
8/10
75%
19
Recombee
recombee.com
79%
10/10
66%
20
Google Cloud Workflows
cloud.google.com
79%
6/10
90%
21
Yusp (formerly Gravity R&D)
yusp.com
79%
4/10
66%
22
Dynamic Recommendations
dynamicrecommendations.com
79%
3/10
77%
23
Recommendation Analytics
recommendationanalytics.com
79%
4/10
64%
24
Dynamic Yield
dynamic-yield.com
78%
4/10
74%
25
Apptus
apptus.com
78%
3/10
81%
26
Dynamic Yield
dynamicield.com
77%
3/10
80%
27
Recommend.com
recommend.com
76%
4/10
61%
28
Google Analytics
google.com
75%
8/10
83%
29
Clerk.io
clerk.io
75%
3/10
100%
30
Spotify
spotify.com
75%
8/10
83%
31
Segmentify
segmentify.com
73%
4/10
71%
32
YouTube
youtube.com
73%
8/10
78%
33
Loop54
loop54.com
73%
3/10
70%
34
Azure DevOps
azure.microsoft.com
72%
5/10
76%
35
Microsoft
Microsoft.com
71%
6/10
74%
36
Algolia Recommend
algolia.com
70%
7/10
72%
37
IBM
ibm.com
69%
6/10
74%
38
LiftIgniter
liftigniter.com
69%
7/10
38%
39
Dynamic Yield
dynamicyield.com
68%
8/10
70%
40
Memgraph
memgraph.com
68%
4/10
87%
41
Personalization
personalization.com
67%
3/10
64%
42
Airbnb
airbnb.com
65%
4/10
66%
43
Shopify
shopify.com
65%
3/10
64%
44
RichRelevance
richrelevance.com
64%
7/10
64%
45
Facebook
facebook.com
64%
7/10
73%
46
Apple
apple.com
64%
6/10
76%
47
Salesforce
salesforce.com
63%
9/10
76%
48
Unbxd
unbxd.com
63%
3/10
51%
49
Attraqt (Fredhopper)
attraqt.com
63%
4/10
90%
50
Pandora
pandora.com
62%
6/10
66%
51
Zalando
zalando.com
61%
3/10
80%
52
Adobe Analytics
adobe.com
61%
9/10
81%
53
LinkedIn
linkedin.com
60%
7/10
70%
54
Nosto
nosto.com
59%
8/10
56%
55
Outbrain
outbrain.com
58%
3/10
74%
56
Coveo Solutions
coveo.com
58%
4/10
89%
57
Pinterest
pinterest.com
57%
7/10
68%
58
Certona
certona.com
57%
4/10
57%
59
SoundCloud
soundcloud.com
57%
3/10
67%
60
Instacart
instacart.com
55%
3/10
70%
61
TripAdvisor
tripadvisor.com
55%
4/10
82%
62
Bloomreach
bloomreach.com
55%
4/10
74%
63
Etsy Shipping
etsy.com
55%
3/10
54%
64
eBay
ebay.com
54%
7/10
80%
65
Tinder
tinder.com
54%
3/10
81%
66
Constructor.io
constructor.io
53%
5/10
79%
67
Goodreads
goodreads.com
53%
3/10
78%
68
TikTok
tiktok.com
53%
5/10
65%
69
Alibaba
alibaba.com
53%
3/10
77%
70
Hulu
hulu.com
53%
7/10
61%
71
Oracle
oracle.com
53%
6/10
78%
72
Twitter
twitter.com
53%
4/10
63%
73
SAP
sap.com
51%
4/10
83%
74
Barilliance
barilliance.com
49%
3/10
43%
75
Sitecore
sitecore.com
48%
3/10
78%
76
Stitch Fix
stitchfix.com
47%
4/10
71%
77
Instagram
instagram.com
45%
4/10
71%
78
Segment
segment.com
43%
3/10
94%
79
Reddit
reddit.com
38%
4/10
76%

Data from LLMPageRank.com • Methodology: consensus sampling across 10 AI platforms • Updated weekly

AI memory score reflects how often brands appear in AI model recommendations. Model coverage indicates contextual emergence across platforms. Consensus measures prompt affinity agreement between models.