eCommerce & Retail · 153 sites audited · March 22, 2026
60
AISO Score
45
AEO
93
SEO
58
Readability
52
Engagement
A shopper asks ChatGPT: "What's the best direct-to-consumer cookware brand?" Your Shopify store has great reviews and fast shipping. But AI never mentions you. Across 153 Shopify and DTC sites, the average AISO score is just 60/100. The average SEO score sits at 93, while AEO lands at 45.
Engagement scores average 52, and readability hits 58. A full 11% of sites score below 50 overall. These stores look polished. They just fail to speak the language that search engines and AI systems need.
The root cause is clear. Schema markup is missing from 27% of sites. Product pages lack structured data that Google Shopping and AI engines rely on. DTC brands spend thousands on ads but leave free organic traffic on the table.
Direct-to-consumer is defined as a business model where brands sell straight to buyers without retailers or middlemen. This model depends entirely on your website. There is no store shelf to fall back on.
When AI answer engines recommend products, they pull from sites with clear structure and direct answers. A Shopify store without product schema, FAQ sections, or plain-language descriptions gets skipped. Your competitors who add these elements will appear in AI results first.
Answer Engine Optimization refers to the practice of formatting web content so AI systems can read, understand, and cite it. For DTC brands, this means writing product descriptions that answer real questions, not just marketing copy.
The average Shopify DTC store scores well below what AI engines need to recommend products.
11%
Score Below 50
27%
No Schema Markup
13%
No Open Graph Tags
45/100
Avg AI Engine Score
Domains are partially blurred. Scores range from 0 to 100.
| # | Domain | AISO | Grade | AEO | SEO | Read. | Eng. |
|---|---|---|---|---|---|---|---|
| 1 | boilin***********.com | 78 | B | 73 | 100 | 85 | 59 |
| 2 | nv***.com | 77 | B | 79 | 95 | 86 | 52 |
| 3 | sho****.com | 76 | B | 62 | 99 | 73 | 76 |
| 4 | digit********.com | 76 | B | 63 | 100 | 88 | 60 |
| 5 | sof*****.com | 74 | B | 73 | 95 | 72 | 59 |
| 6 | sodaw*******.com | 72 | B | 52 | 100 | 82 | 62 |
| 7 | parr-*********.com | 72 | B | 48 | 97 | 92 | 62 |
| 8 | zf***.com | 72 | B | 71 | 100 | 68 | 53 |
| 9 | fudo******.net | 72 | B | 57 | 98 | 78 | 64 |
| 10 | vtl***.org | 72 | B | 78 | 97 | 57 | 61 |
| 11 | realm*********.com | 71 | B | 48 | 98 | 78 | 71 |
| 12 | z3tec*********.com | 71 | B | 71 | 95 | 64 | 59 |
| 13 | elec*******.io | 71 | B | 66 | 87 | 82 | 54 |
| 14 | stern*******.dev | 71 | B | 53 | 100 | 85 | 55 |
| 15 | eco*****.com | 70 | B | 75 | 95 | 60 | 52 |
| 16 | ala***.agency | 70 | B | 66 | 99 | 79 | 41 |
| 17 | webeco**********.com | 70 | B | 52 | 99 | 83 | 57 |
| 18 | jaso******.com | 70 | B | 58 | 88 | 81 | 57 |
| 19 | by***.co | 70 | B | 60 | 99 | 78 | 52 |
| 20 | sma*****.com | 70 | B | 48 | 99 | 88 | 55 |
| 21 | hul*****.com | 69 | C | 50 | 97 | 64 | 76 |
| 22 | theo*******.com | 69 | C | 52 | 99 | 83 | 53 |
| 23 | bl***.com | 69 | C | 48 | 95 | 85 | 59 |
| 24 | 100s*******.com | 69 | C | 45 | 100 | 69 | 71 |
| 25 | texasw*********.com | 69 | C | 61 | 97 | 66 | 59 |
| 26 | eco***.com | 69 | C | 58 | 95 | 73 | 57 |
| 27 | bran*******.agency | 68 | C | 58 | 99 | 66 | 56 |
| 28 | presti**********.com | 68 | C | 48 | 94 | 82 | 57 |
| 29 | char******.com | 68 | C | 64 | 92 | 71 | 52 |
| 30 | ap**.shopify.com | 68 | C | 63 | 98 | 73 | 43 |
| 31 | capitol*************.com | 67 | C | 66 | 97 | 52 | 60 |
| 32 | ser*****.com | 67 | C | 56 | 95 | 64 | 59 |
| 33 | lm**.com | 67 | C | 49 | 88 | 88 | 51 |
| 34 | consp*********.com | 67 | C | 55 | 100 | 80 | 42 |
| 35 | prim*****.com | 66 | C | 58 | 99 | 70 | 47 |
| 36 | glob*******.com | 66 | C | 46 | 100 | 75 | 52 |
| 37 | eu***.io | 66 | C | 40 | 99 | 79 | 57 |
| 38 | auxiliu***********.com | 66 | C | 58 | 100 | 54 | 62 |
| 39 | tek*****.com | 66 | C | 56 | 100 | 64 | 52 |
| 40 | ikon*****.com | 65 | C | 58 | 99 | 53 | 59 |
| 41 | shan*******.com | 65 | C | 40 | 99 | 63 | 68 |
| 42 | blake*********.com | 65 | C | 52 | 94 | 75 | 49 |
| 43 | tree*****.com | 65 | C | 40 | 93 | 84 | 54 |
| 44 | themed*********.com | 65 | C | 38 | 94 | 82 | 57 |
| 45 | fbi****.com | 65 | C | 38 | 97 | 79 | 57 |
| 46 | utahm********.com | 65 | C | 45 | 98 | 79 | 47 |
| 47 | ores*******.com | 65 | C | 64 | 95 | 27 | 79 |
| 48 | fyr*****.com | 64 | C | 38 | 99 | 80 | 53 |
| 49 | excelsi************.com | 64 | C | 40 | 95 | 74 | 59 |
| 50 | techno*********.com | 64 | C | 52 | 97 | 46 | 69 |
| 51 | 785d******.com | 64 | C | 40 | 92 | 74 | 62 |
| 52 | stor******.app | 63 | C | 63 | 90 | 68 | 37 |
| 53 | spli*****.com | 63 | C | 36 | 100 | 65 | 62 |
| 54 | mon*****.com | 63 | C | 40 | 87 | 78 | 57 |
| 55 | v12ma*******.com | 63 | C | 40 | 99 | 68 | 56 |
| 56 | vanc*****.com | 63 | C | 58 | 100 | 46 | 57 |
| 57 | redtre**********.com | 63 | C | 38 | 90 | 82 | 53 |
| 58 | blue******.com | 63 | C | 40 | 100 | 73 | 51 |
| 59 | utahs*********.com | 63 | C | 45 | 98 | 68 | 52 |
| 60 | kush******.com | 62 | C | 38 | 84 | 91 | 44 |
| 61 | eagleed***********.com | 62 | C | 60 | 87 | 56 | 52 |
| 62 | aspiredi**************.com | 62 | C | 38 | 100 | 75 | 47 |
| 63 | ketchumkil******************.com | 62 | C | 40 | 94 | 77 | 47 |
| 64 | parkerdi**************.com | 62 | C | 37 | 80 | 84 | 55 |
| 65 | bla****.com | 62 | C | 42 | 99 | 53 | 67 |
| 66 | intera**********.com | 62 | C | 54 | 88 | 66 | 46 |
| 67 | envaw*********.com | 62 | C | 61 | 72 | 69 | 49 |
| 68 | wefr*******.com | 62 | C | 60 | 100 | 30 | 66 |
| 69 | best*******.com | 61 | C | 42 | 100 | 58 | 57 |
| 70 | phase*********.com | 61 | C | 40 | 98 | 72 | 45 |
| 71 | allevi**********.com | 61 | C | 48 | 85 | 77 | 40 |
| 72 | missour************.com | 61 | C | 53 | 92 | 51 | 55 |
| 73 | tulsa*******.com | 61 | C | 55 | 99 | 50 | 49 |
| 74 | am-we*******.com | 61 | C | 73 | 92 | 25 | 59 |
| 75 | air****.com | 61 | C | 30 | 80 | 91 | 52 |
| 76 | kirkte***********.com | 60 | C | 36 | 73 | 77 | 60 |
| 77 | renowe*********.com | 60 | C | 30 | 77 | 85 | 57 |
| 78 | aizin*******.com | 60 | C | 66 | 99 | 34 | 47 |
| 79 | bridges*************.com | 60 | C | 38 | 97 | 78 | 37 |
| 80 | vtne******.com | 60 | C | 45 | 99 | 44 | 62 |
| 81 | afte*****.com | 60 | C | 51 | 93 | 45 | 59 |
| 82 | cyrus*******.com | 59 | D | 25 | 97 | 69 | 59 |
| 83 | kine******.com | 59 | D | 30 | 100 | 70 | 49 |
| 84 | selle*******.io | 59 | D | 30 | 95 | 85 | 38 |
| 85 | 3psh******.net | 59 | D | 46 | 98 | 45 | 59 |
| 86 | code*****.com | 58 | D | 76 | 100 | 10 | 52 |
| 87 | cod*****.co | 58 | D | 66 | 88 | 37 | 46 |
| 88 | pageone************.com | 58 | D | 28 | 97 | 65 | 57 |
| 89 | ever******.com | 58 | D | 30 | 95 | 76 | 44 |
| 90 | cincyma************.com | 58 | D | 30 | 99 | 71 | 46 |
| 91 | warwic**********.com | 58 | D | 35 | 92 | 67 | 51 |
| 92 | cedarci***********.com | 58 | D | 42 | 89 | 61 | 49 |
| 93 | wyoming***********.com | 58 | D | 50 | 83 | 45 | 60 |
| 94 | topsoft*************.co | 57 | D | 30 | 97 | 68 | 47 |
| 95 | ecomde*********.us | 57 | D | 43 | 100 | 44 | 52 |
| 96 | styl*******.com | 57 | D | 38 | 97 | 51 | 53 |
| 97 | proproduc****************.com | 57 | D | 35 | 89 | 55 | 58 |
| 98 | suhan********.com | 57 | D | 50 | 92 | 32 | 64 |
| 99 | bar*****.com | 56 | D | 56 | 97 | 33 | 47 |
| 100 | netl******.com | 56 | D | 35 | 99 | 42 | 59 |
| 101 | neondi**********.com | 56 | D | 73 | 92 | 10 | 52 |
| 102 | nvmar*********.com | 56 | D | 38 | 100 | 62 | 37 |
| 103 | dev****.com | 56 | D | 20 | 100 | 59 | 59 |
| 104 | hellof***********.net | 56 | D | 48 | 87 | 37 | 59 |
| 105 | berksco*************.com | 56 | D | 42 | 93 | 28 | 71 |
| 106 | newsis**********.com | 56 | D | 48 | 92 | 44 | 50 |
| 107 | redrocks**************.com | 55 | D | 38 | 80 | 80 | 30 |
| 108 | rever*********.com | 55 | D | 40 | 99 | 34 | 59 |
| 109 | delawarebus******************.com | 55 | D | 37 | 87 | 66 | 41 |
| 110 | stor******.com | 55 | D | 54 | 99 | 25 | 52 |
| 111 | firs*****.com | 55 | D | 32 | 100 | 55 | 45 |
| 112 | cssf******.com | 55 | D | 46 | 90 | 35 | 59 |
| 113 | uss*****.com | 55 | D | 40 | 77 | 59 | 51 |
| 114 | sea*****.in | 54 | D | 40 | 100 | 52 | 37 |
| 115 | mswebin***********.com | 54 | D | 25 | 84 | 84 | 36 |
| 116 | get****.com | 54 | D | 40 | 90 | 58 | 36 |
| 117 | btwe******.com | 53 | D | 40 | 99 | 32 | 53 |
| 118 | maineon*************.com | 53 | D | 28 | 85 | 72 | 38 |
| 119 | as**.design | 53 | D | 55 | 92 | 22 | 49 |
| 120 | cypho********.com | 53 | D | 20 | 95 | 53 | 57 |
| 121 | pixe*******.net | 53 | D | 40 | 94 | 42 | 45 |
| 122 | word******.com | 52 | D | 38 | 99 | 20 | 64 |
| 123 | dbma******.com | 52 | D | 30 | 97 | 36 | 57 |
| 124 | expert**********.ca | 52 | D | 40 | 75 | 45 | 53 |
| 125 | digita**********.com | 52 | D | 30 | 95 | 38 | 57 |
| 126 | weareh**********.com | 52 | D | 35 | 88 | 55 | 41 |
| 127 | virtual***********.com | 52 | D | 48 | 94 | 24 | 53 |
| 128 | human********.com | 52 | D | 40 | 95 | 34 | 48 |
| 129 | cons*****.com | 52 | D | 38 | 97 | 50 | 33 |
| 130 | cart*******.io | 51 | D | 30 | 95 | 36 | 56 |
| 131 | aerobusi*************.com | 51 | D | 40 | 98 | 27 | 52 |
| 132 | opportu*************.gov | 51 | D | 43 | 70 | 56 | 42 |
| 133 | blues*********.com | 51 | D | 48 | 93 | 31 | 40 |
| 134 | net*****.com | 50 | D | 45 | 94 | 31 | 40 |
| 135 | allpoi**********.com | 50 | D | 30 | 83 | 44 | 53 |
| 136 | oga***.com | 50 | D | 48 | 100 | 10 | 51 |
| 137 | shop******.com | 49 | F | 27 | 75 | 63 | 42 |
| 138 | ass***.idahopreferred.com | 49 | F | 43 | 15 | 95 | 37 |
| 139 | diga*****.com | 49 | F | 30 | 80 | 38 | 57 |
| 140 | catsoft************.com | 49 | F | 40 | 100 | 10 | 59 |
| 141 | effect*********.com | 48 | F | 30 | 99 | 17 | 59 |
| 142 | ecomm*******.com | 47 | F | 30 | 100 | 13 | 58 |
| 143 | commercial****************.com | 47 | F | 23 | 87 | 43 | 48 |
| 144 | manau*******.com | 46 | F | 18 | 77 | 63 | 37 |
| 145 | topde********.co | 46 | F | 42 | 95 | 10 | 49 |
| 146 | digital************.com | 46 | F | 40 | 83 | 22 | 48 |
| 147 | bran******.com | 46 | F | 20 | 95 | 25 | 59 |
| 148 | busin*********.com | 45 | F | 28 | 73 | 39 | 47 |
| 149 | hixb*****.com | 43 | F | 15 | 95 | 61 | 18 |
| 150 | db***.hawaii.gov | 39 | F | 23 | 80 | 20 | 45 |
| 151 | ros****.nyc | 39 | F | 30 | 100 | 10 | 30 |
| 152 | comm*****.shopify.com | 38 | F | 31 | 47 | 39 | 40 |
| 153 | mnco******.com | 38 | F | 47 | 63 | 10 | 36 |
Each website was scored using AISO Studio's production scoring engine across four dimensions:
153 sites collected across US states using geographic search queries. Scores reflect the state of each website at time of audit.
The average shopify / dtc website scores 60/100. Get a free audit to see where you stand and how to improve your AI search readiness.
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