AEO Visibility + Owned + SEO Dashboard · 30-Day Window
Period Jun 16 – Jul 16, 2026 Source Peec AI + SEMRush Prompts tracked 13,360 chats
Bottom line. Mixbook leads its category in AI visibility at 46% mention rate, 1.2x Shutterfly's 37%. The brand holds commanding positions in core product topics (Photo Books 80%, Layout Software 88%) but is nearly invisible in adjacent categories: Memory Books for Mom (3%), Yearbook (18%), and Memory Science (12%). The owned-media citation gap is the sharpest weakness: when AI engines retrieve mixbook.com, they cite it 0.68 times per retrieval versus Shutterfly's 1.17. Closing that citation density gap through how-to guides, listicles, and category pages represents the highest-leverage AEO opportunity.
AEO Maturity Model
Source: Peec AI brand report & domain report · mixbook.com vs category peers
Maturity read. Mixbook scores Strong on brand mentions and engine breadth, the two dimensions that reflect existing brand awareness. It scores Developing on source retrieval, citation density, and topic coverage, reflecting content gaps that prevent the brand from converting visibility into owned-media traffic. Content authority is the weakest dimension, with 80%+ gaps in how-to, listicle, and category content.
Brand Mentions
46%
Mentioned in 46% of AI responses. #1 in category.
Source Retrieval
0.54
URLs retrieved per chat. Shutterfly: 0.74 (+37%).
Citation Density
0.68
Inline citations when retrieved. Shutterfly: 1.17 (+72%).
Topic Coverage
4 / 13
Topics with >50% visibility. 5 developing, 4 gaps.
Engine Breadth
#1
Leads on AI Overview (65%), ChatGPT (42%), Perplexity (33%).
Content Authority
15%
Owned content present in only 15% of retrievals where competitors appear.
Overall AEO Position
Source: Peec AI brand report · all AI engines, 30-day window
Visibility
46.2%
#1 in category, 15K mentions
Share of Voice
24.2%
vs Shutterfly 18.7%, AU 9.1%
Sentiment
70
/ 100 · category avg 66
Avg Position
2.0
vs Shutterfly 2.9, AU 3.3
Competitive Landscape
Source: Peec AI brand report · brand visibility across all tracked AI engines
Brand Visibility (30d)
MixbookCompetitors
Mixbook
46.2%
Shutterfly
37.2%
Artifact Uprising
19.8%
Canva
17.8%
Printique
15.2%
Snapfish
12.7%
Blurb
12.3%
Chatbooks
9.3%
Visibility by AI Engine
MixbookShutterfly
AI Overview
64.6%
48.2%
ChatGPT
42.1%
35.4%
Perplexity
33.0%
28.6%
Trend (5 wks)
Topic Performance Map
Source: Peec AI brand report by topic · visibility % = mention rate across all AI engines
Mixbook Visibility by Topic vs Key Competitors
Topic
Mixbook
Shutterfly
Art. Uprising
Canva
Printique
Band
Photo Book Quality
91.9%
67.5%
69.8%
9.1%
82.2%
Strong
Layout Software
88.1%
68.1%
16.6%
56.6%
20.9%
Strong
Photo Books
80.4%
65.8%
36.2%
35.5%
30.0%
Strong
Story Mode
61.5%
35.0%
2.3%
31.0%
1.5%
Strong
Holiday Gifting
45.2%
71.0%
19.4%
0.0%
19.4%
Developing
Photo Albums for Mom
41.8%
52.7%
20.9%
50.5%
1.1%
Developing
Travel
30.8%
29.7%
7.9%
6.8%
5.5%
Developing
Personalized Gifts
28.8%
31.2%
18.6%
14.7%
6.3%
Developing
Design Tips
19.3%
8.5%
20.7%
15.2%
1.5%
Gap
Yearbook
18.1%
12.4%
0.3%
28.0%
0.1%
Gap
Memory Science
11.5%
7.7%
5.5%
0.8%
0.0%
Gap
Memory Books for Mom
3.2%
82.8%
10.8%
22.6%
0.0%
Gap
Opportunity Map — Where to Compete for LLM Citations
Topics where competitors are visible but Mixbook is under-indexed
Memory Books for Mom
3.2% vs Shutterfly 82.8%
Shutterfly dominates with dedicated Mother's Day gift guides and memory book landing pages. Mixbook is nearly invisible in this high-intent, seasonal topic. Create dedicated "gifts for mom" landing pages and a "memory book for mom" how-to guide that highlights AI-powered design tools.
Canva leads with free yearbook templates. Mixbook needs school/organization-focused yearbook content that highlights its superior layout tools over generic templates. Publish a "school year photo books" category page and a "how to make a family yearbook" guide.
No dominant competitor (Shutterfly 7.7%, AU 5.5%). Opportunity to establish thought leadership with research-backed content: "The science of printed photos vs digital memory," "Why physical photo books strengthen family bonds." Unique content no competitor has claimed.
No competitor benchmark exists. First-mover advantage in this category.
Personalized Gifts
28.8% vs Shutterfly 31.2%
Close to parity with Shutterfly. Create occasion-specific gift category pages (Mother's Day, graduation, holidays) organized around gifting intent. A "personalized gifts by occasion" hub page would consolidate scattered product pages into a citeable resource.
External platforms where Mixbook presence affects AI citations
YouTube
65.4% gap
Retrieved in 4,225 chats but Mixbook absent from 65%. Produce tutorial videos: "How to Make a Photo Book in Minutes" and "Create a Travel Photo Book with AI." Partner with creators like The Photo Managers (active audience seeking professional tools).
Competitor content: "A Pro's Roadmap to Creating Perfect Photo Books," "How to Make Family Photo Albums in MINUTES!" on YouTube
Reddit
40.5% gap
1,786 retrievals. Engage in r/photography, r/weddingplanning, r/Mommit, r/backpacking where users ask about photo book recommendations and travel memory organization. Authentic community engagement, not promotional posts.
Active threads: "Tips for Personal Photobooks" (r/photography), "What are your favorite photo book printing sites?" (r/photography), "How do you organize your travel memories?" (r/backpacking)
Instagram
100% gap
267 retrievals, 0% Mixbook coverage. AI engines are pulling Instagram content for photo book recommendations and Mixbook is completely absent. Invest in Instagram content featuring finished photo book projects and customer stories.
Facebook
13.4% gap
408 retrievals, relatively well-covered at 86.6%. Maintain current presence. Lowest priority of the four platforms.
Priority Actions
Source: Peec AI recommended actions · owned content opportunities scored by gap size
How-to Guides 88.4% gap
"How to Make a Photo Book" comprehensive guide
Benchmark against VistaPrint and Shutterfly how-to content. Highlight AI-powered design tools as the differentiator. Cover the full process from photo selection to print.
Central resource page with 20+ ideas. Compete directly with Shutterfly (21 ideas) and Artifact Uprising (20 ideas) listicles that AI engines currently cite.
Source: Peec AI domain report · mixbook.com vs competitor domains across all AI engines
Bottom line. mixbook.com is retrieved in 23% of AI conversations (3,077 chats) with 4,467 URL retrievals and 1,272 inline citations. The citation rate of 0.41 per retrieval lags Shutterfly's 1.17 and journiapp.com's 1.08, meaning when AI engines pull Mixbook pages they are less likely to cite them as authoritative sources in the response.
Retrieved %
23.0%
3,077 of 13,360 AI chats
Retrieval Rate
0.33
URLs pulled per chat (avg)
Citation Rate
0.41
Inline citations per retrieval
Total Citations
1,272
Across 4,467 URL retrievals
Domain Comparison
Source: Peec AI domain report · "You" and "Competitor" classified domains
Owned & Competitor Domain Performance
Domain
Retrieved %
Retrieval Rate
Citation Rate
mixbook.com
36.3%
0.54
0.68
shutterfly.com
37.7%
0.74
1.17
journiapp.com
16.0%
0.23
1.08
blurb.com
11.9%
0.15
0.60
artifactuprising.com
11.0%
0.13
0.71
canva.com
8.9%
0.11
0.71
Owned Content Gap Analysis
Source: Peec AI actions (scope: owned) · % of chats where Mixbook content is absent but competitors appear
Content Type Gaps
Pages Mixbook should create to close owned-media citation gaps
How-to Guides
88.4% gap
Shutterfly dominates with 6+ how-to guides covering travel, wedding, AI-powered creation, text layout, and photo count. VistaPrint adds pro tips content. Mixbook has zero equivalent pages.
Missing pages: "How to Make a Photo Book," "How to Create a Travel Photo Book," "Create Photo Book with AI," "How to Add Text to a Photo Book"
Product Pages
86.6% gap
Product descriptions not structured for AI retrieval. Competitor product pages include comparison tables, pricing breakdowns, and feature highlights that AI engines cite inline.
Shutterfly (21 ideas), Artifact Uprising (20 ideas), and Blurb all have dedicated listicle content that AI engines cite for "photo book ideas" and "travel photo book ideas."
Missing pages: "Photo Book Ideas" (hub), "Travel Photo Book Ideas," "Baby Photo Album Ideas," "Anniversary Photo Book Ideas"
Category Pages
78.5% gap
Custom photo books, wedding albums, school yearbooks, and personalized gifts all need dedicated landing pages. Shutterfly, Snapfish, and Walgreens have structured pages AI engines retrieve.
Missing pages: "Custom Photo Books," "Wedding Photo Books," "School Year Photo Books," "Personalized Gifts by Occasion"
Recommended New Pages
Specific content pieces with the highest citation potential, ranked by opportunity score
mixbook.com/ideas/how-to-make-a-photo-book
Comprehensive start-to-finish guide. Cover photo selection, layout tips, design principles, and printing options. Highlight AI-powered auto-layout as the primary differentiator.
Would compete with: vistaprint.com/hub/photobook-creation-pro-tips, shutterfly.com/ideas/how-to-make-a-photo-book
mixbook.com/ideas/photo-book-ideas
Hub page with 20+ themed ideas (travel, baby, wedding, family, graduation, anniversary). Each idea links to a detailed sub-article or template collection.
Show the AI-powered creation workflow in detail. Screenshot-driven walkthrough demonstrating how users create professional photo books in minutes.
Would compete with: shutterfly.com/ideas/create-a-photo-book-with-ai-in-minutes
mixbook.com/photo-books/custom
Dedicated custom photo books landing page with product specs, pricing, comparison tables, and structured data markup for AI retrieval.
Would compete with: shutterfly.com/photo-books, snapfish.com/photo-book, photo.walgreens.com/store/photo-books
mixbook.com/ideas/travel-photo-book-ideas
Practical travel album tips: organizing by trip, adding maps, selecting photos. Target "travel photo book ideas" queries.
Would compete with: 3 Shutterfly travel articles + blurb.com/blog/9-travel-photo-book-tips
mixbook.com/gifts/mothers-day
Mother's Day gift guide featuring photo books, calendars, and canvas prints. Organized around gifting intent. Critical for "Memory Books for Mom" topic gap (3.2% vs Shutterfly 82.8%).
Would compete with: snapfish.com/mothers-day-photo-gift-ideas
Organic Search Baseline
Source: SEMRush domain overview · mixbook.com, US database
Organic Keywords
51.8K
Ranking in Google top 100
Organic Traffic
177K
Monthly estimated visits
AI Overview Keywords
32.5K
63% of keywords trigger AI Overview
Top 3 Positions
1,990
+ 5,287 in positions 4-10
Organic Competitor Comparison
Source: SEMRush organic competitors report · US database, ranked by competition relevance
Mixbook Organic Search Competitors
Domains sharing the most organic keywords with mixbook.com. Relevance score (0-1) indicates keyword overlap strength.
Domain
Relevance
Shared KWs
Total KWs
Organic Traffic
Traffic Value
mixbook.com
—
—
51,800
177,000
$285K
artifactuprising.com
0.21
3,069
33,509
202,236
$312K
milkbooks.com
0.16
1,472
8,892
17,079
$31K
snapfish.com
0.12
2,897
71,679
552,645
$782K
blurb.com
0.10
1,441
30,810
124,818
$161K
printique.com
0.08
880
29,323
54,025
$87K
shutterfly.com
0.08
7,149
419,653
2,480,612
$2.1M
chatbooks.com
0.08
1,312
32,975
137,281
$90K
printerpix.com
0.09
1,029
19,106
69,139
$112K
socialprintstudio.com
0.09
996
11,557
38,377
$72K
Key insight. Shutterfly shares 7,149 keywords with Mixbook but has 8x the organic traffic (2.5M vs 177K) and 8x the total keyword portfolio (420K vs 52K). Artifact Uprising is the closest organic competitor by relevance (0.21) with comparable traffic (202K vs 177K). The "content authority" gap visible in AEO data maps directly to this organic gap: Shutterfly's content volume generates both organic traffic and AI engine citations.
Top Non-Branded Organic Keywords
Source: SEMRush organic research · mixbook.com top keywords by traffic, US database
Highest-Traffic Organic Keywords
Keyword
Position
Volume
Traffic
KD
Intent
photo books
2
33,100
2,714
69
Informational
photo album book
1
14,800
1,953
57
Informational
custom photo book
1
8,100
2,008
63
Informational
photo book maker
1
5,400
1,339
73
Informational
book photo books
2
22,200
1,443
49
Informational
best photo books
1
2,900
382
41
Informational
best photo book maker
1
2,900
382
69
Informational
photo calendar
3
5,400
351
45
Informational
canvas prints
8
18,100
398
63
Informational
personalized photo albums
1
2,900
382
24
Informational
Powered by Lightwing AI · Data: Peec AI + SEMRush · Prepared for Mixbook · Jul 16, 2026