Benchmark index
237 domains, scored for the agent web
Composite score plus the four lenses we audit: agent tool safety, AI citation readiness, checkout script integrity, and buyer signal. Click a domain for its full report.
Download CSV| # | Domain | Composite | Tool safety | AI citations | Checkout integrity | Buyer signal |
|---|---|---|---|---|---|---|
| 1 | stripe.com | 84 B | 82 | 79 | 88 | 86 |
| 2 | vercel.com | 80 B | 74 | 82 | 79 | 85 |
| 3 | anthropic.com | 79 B | 69 | 84 | 80 | 82 |
| 4 | linear.app | 77 B | 76 | 68 | 81 | 84 |
| 5 | supabase.com | 77 B | 71 | 77 | 76 | 83 |
| 6 | resend.com | 77 B | 75 | 73 | 79 | 82 |
| 7 | posthog.com | 75 B | 74 | 75 | 68 | 84 |
| 8 | cal.com | 73 B | 70 | 64 | 75 | 81 |
| 9 | portkey.ai | 72 B | 66 | 70 | 72 | 80 |
| 10 | dub.co | 72 B | 71 | 63 | 74 | 79 |
| 11 | plausible.io | 72 B | 72 | 61 | 78 | 77 |
| 12 | langchain.com | 71 B | 62 | 72 | 70 | 78 |
| 13 | helicone.ai | 71 B | 64 | 68 | 71 | 79 |
| 14 | frigade.com | 62 C | 64 | 46 | 68 | 70 |
| 15 | prefinery.com | 62 C | 64 | 46 | 68 | 70 |
| 16 | churnkey.co | 62 C | 64 | 46 | 68 | 70 |
| 17 | getfussy.com | 62 C | 64 | 44 | 68 | 70 |
| 18 | elemis.com | 62 C | 64 | 44 | 68 | 70 |
| 19 | waxlondon.com | 62 C | 64 | 44 | 68 | 70 |
| 20 | rapha.cc | 62 C | 64 | 44 | 68 | 70 |
| 21 | fairphone.com | 62 C | 64 | 44 | 68 | 70 |
| 22 | gymshark.com | 62 C | 64 | 44 | 68 | 70 |
| 23 | veloretti.com | 62 C | 64 | 44 | 68 | 70 |
| 24 | myprotein.com | 62 C | 64 | 44 | 68 | 70 |
| 25 | teapigs.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 26 | charlottetilbury.com | 62 C | 64 | 44 | 68 | 70 |
| 27 | heights.com | 62 C | 64 | 44 | 68 | 70 |
| 28 | whogivesacrap.org | 62 C | 64 | 44 | 68 | 70 |
| 29 | passenger-clothing.com | 62 C | 64 | 44 | 68 | 70 |
| 30 | spacenk.com | 62 C | 64 | 44 | 68 | 70 |
| 31 | bloomandwild.com | 62 C | 64 | 44 | 68 | 70 |
| 32 | surfdome.com | 62 C | 64 | 44 | 68 | 70 |
| 33 | cultbeauty.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 34 | rapanuiclothing.com | 62 C | 64 | 44 | 68 | 70 |
| 35 | polette.com | 62 C | 64 | 44 | 68 | 70 |
| 36 | lookfantastic.com | 62 C | 64 | 44 | 68 | 70 |
| 37 | boohoo.com | 62 C | 64 | 44 | 68 | 70 |
| 38 | no7beauty.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 39 | soapandglory.com | 62 C | 64 | 44 | 68 | 70 |
| 40 | libertylondon.com | 62 C | 64 | 44 | 68 | 70 |
| 41 | lizearle.com | 62 C | 64 | 44 | 68 | 70 |
| 42 | prettylittlething.com | 62 C | 64 | 44 | 68 | 70 |
| 43 | thenueco.com | 62 C | 64 | 44 | 68 | 70 |
| 44 | fatface.com | 62 C | 64 | 44 | 68 | 70 |
| 45 | joules.com | 62 C | 64 | 44 | 68 | 70 |
| 46 | abelandcole.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 47 | lumitylife.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 48 | dirteaworld.com | 62 C | 64 | 44 | 68 | 70 |
| 49 | habitat.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 50 | made.com | 62 C | 64 | 44 | 68 | 70 |
| 51 | freddiesflowers.com | 62 C | 64 | 44 | 68 | 70 |
| 52 | myvegan.com | 62 C | 64 | 44 | 68 | 70 |
| 53 | beardsanddaisies.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 54 | bedfolk.com | 62 C | 64 | 44 | 68 | 70 |
| 55 | burton.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 56 | reiss.com | 62 C | 64 | 44 | 68 | 70 |
| 57 | coastfashion.com | 62 C | 64 | 44 | 68 | 70 |
| 58 | oneractive.com | 62 C | 64 | 44 | 68 | 70 |
| 59 | adamoflondon.com | 62 C | 64 | 44 | 68 | 70 |
| 60 | cotswoldoutdoor.com | 62 C | 64 | 44 | 68 | 70 |
| 61 | phase-eight.com | 62 C | 64 | 44 | 68 | 70 |
| 62 | hobbs.com | 62 C | 64 | 44 | 68 | 70 |
| 63 | sosandar.com | 62 C | 64 | 44 | 68 | 70 |
| 64 | whistles.com | 62 C | 64 | 44 | 68 | 70 |
| 65 | moss.co.uk | 62 C | 64 | 44 | 68 | 70 |
| 66 | lowealpine.com | 62 C | 64 | 44 | 68 | 70 |
| 67 | warehousefashion.com | 62 C | 64 | 44 | 68 | 70 |
| 68 | inov8.com | 62 C | 64 | 44 | 68 | 70 |
| 69 | mountainwarehouse.com | 62 C | 64 | 44 | 68 | 70 |
| 70 | wearetala.com | 62 C | 64 | 44 | 68 | 70 |
| 71 | inov-8.com | 62 C | 64 | 44 | 68 | 70 |
| 72 | rab.equipment | 62 C | 64 | 44 | 68 | 70 |
| 73 | karenmillen.com | 62 C | 64 | 44 | 68 | 70 |
| 74 | ratandboa.com | 62 C | 64 | 44 | 68 | 70 |
| 75 | trespass.com | 62 C | 64 | 44 | 68 | 70 |
| 76 | edgeofember.com | 62 C | 64 | 44 | 68 | 70 |
| 77 | dorothyperkins.com | 62 C | 64 | 44 | 68 | 70 |
| 78 | outrank.so | 61 C | 64 | 40 | 68 | 70 |
| 79 | upstash.com | 61 C | 64 | 40 | 68 | 70 |
| 80 | taplio.com | 61 C | 64 | 40 | 68 | 70 |
| 81 | infisical.com | 61 C | 64 | 40 | 68 | 70 |
| 82 | composio.dev | 61 C | 64 | 40 | 68 | 70 |
| 83 | podia.com | 61 C | 64 | 40 | 68 | 70 |
| 84 | hyperping.io | 61 C | 64 | 40 | 68 | 70 |
| 85 | instatus.com | 61 C | 64 | 40 | 68 | 70 |
| 86 | tldv.io | 61 C | 64 | 40 | 68 | 70 |
| 87 | meetgeek.ai | 61 C | 64 | 40 | 68 | 70 |
| 88 | avoma.com | 61 C | 64 | 40 | 68 | 70 |
| 89 | claap.io | 61 C | 64 | 40 | 68 | 70 |
| 90 | tella.tv | 61 C | 64 | 40 | 68 | 70 |
| 91 | partnero.com | 61 C | 64 | 40 | 68 | 70 |
| 92 | synder.com | 61 C | 64 | 40 | 68 | 70 |
| 93 | buttondown.com | 59 C | 64 | 34 | 68 | 70 |
| 94 | loops.so | 59 C | 64 | 34 | 68 | 70 |
| 95 | bannerbear.com | 59 C | 64 | 34 | 68 | 70 |
| 96 | onepin.ai | 59 C | 64 | 34 | 68 | 70 |
| 97 | listennotes.com | 59 C | 64 | 34 | 68 | 70 |
| 98 | turso.tech | 59 C | 64 | 34 | 68 | 70 |
| 99 | neon.tech | 59 C | 64 | 34 | 68 | 70 |
| 100 | tinybird.co | 59 C | 64 | 34 | 68 | 70 |
| 101 | relevanceai.com | 59 C | 64 | 34 | 68 | 70 |
| 102 | tally.so | 59 C | 64 | 34 | 68 | 70 |
| 103 | retellai.com | 59 C | 64 | 34 | 68 | 70 |
| 104 | savvycal.com | 59 C | 64 | 34 | 68 | 70 |
| 105 | canny.io | 59 C | 64 | 34 | 68 | 70 |
| 106 | castos.com | 59 C | 64 | 34 | 68 | 70 |
| 107 | checklyhq.com | 59 C | 64 | 34 | 68 | 70 |
| 108 | screen.studio | 59 C | 64 | 34 | 68 | 70 |
| 109 | papermark.io | 59 C | 64 | 34 | 68 | 70 |
| 110 | userlist.com | 59 C | 64 | 34 | 68 | 70 |
| 111 | pallyy.com | 59 C | 64 | 34 | 68 | 70 |
| 112 | grain.com | 59 C | 64 | 34 | 68 | 70 |
| 113 | fellow.app | 59 C | 64 | 34 | 68 | 70 |
| 114 | trophy.so | 59 C | 64 | 34 | 68 | 70 |
| 115 | metricool.com | 59 C | 64 | 34 | 68 | 70 |
| 116 | flodesk.com | 59 C | 64 | 34 | 68 | 70 |
| 117 | bentonow.com | 59 C | 64 | 34 | 68 | 70 |
| 118 | baremetrics.com | 59 C | 64 | 34 | 68 | 70 |
| 119 | formsuite.co | 58 C | 64 | 28 | 68 | 70 |
| 120 | transistor.fm | 58 C | 64 | 28 | 68 | 70 |
| 121 | trustmrr.com | 58 C | 64 | 28 | 68 | 70 |
| 122 | giftpicker.io | 58 C | 64 | 28 | 68 | 70 |
| 123 | convex.dev | 58 C | 64 | 28 | 68 | 70 |
| 124 | vapi.ai | 58 C | 64 | 28 | 68 | 70 |
| 125 | firecrawl.dev | 58 C | 64 | 28 | 68 | 70 |
| 126 | browserbase.com | 58 C | 64 | 28 | 68 | 70 |
| 127 | typefully.com | 58 C | 64 | 28 | 68 | 70 |
| 128 | boltai.com | 58 C | 64 | 28 | 68 | 70 |
| 129 | fireflies.ai | 58 C | 64 | 28 | 68 | 70 |
| 130 | iorad.com | 58 C | 64 | 28 | 68 | 70 |
| 131 | userguiding.com | 58 C | 64 | 28 | 68 | 70 |
| 132 | fathom.video | 58 C | 64 | 28 | 68 | 70 |
| 133 | customer.io | 58 C | 64 | 28 | 68 | 70 |
| 134 | tango.us | 58 C | 64 | 28 | 68 | 70 |
| 135 | emailoctopus.com | 58 C | 64 | 28 | 68 | 70 |
| 136 | tolt.io | 58 C | 64 | 28 | 68 | 70 |
| 137 | promotekit.com | 58 C | 64 | 28 | 68 | 70 |
| 138 | chartmogul.com | 58 C | 64 | 28 | 68 | 70 |
| 139 | commandbar.com | 58 C | 64 | 28 | 68 | 70 |
| 140 | firstpromoter.com | 58 C | 64 | 28 | 68 | 70 |
| 141 | mailerlite.com | 58 C | 64 | 28 | 68 | 70 |
| 142 | rutter.com | 58 C | 64 | 28 | 68 | 70 |
| 143 | huel.com | 58 C | 64 | 28 | 68 | 70 |
| 144 | pactcoffee.com | 58 C | 64 | 28 | 68 | 70 |
| 145 | oatly.com | 58 C | 64 | 28 | 68 | 70 |
| 146 | formnutrition.com | 58 C | 64 | 28 | 68 | 70 |
| 147 | wearewild.com | 58 C | 64 | 28 | 68 | 70 |
| 148 | aspinaloflondon.com | 58 C | 64 | 28 | 68 | 70 |
| 149 | aceandtate.com | 58 C | 64 | 28 | 68 | 70 |
| 150 | spoke-london.com | 58 C | 64 | 28 | 68 | 70 |
| 151 | smolproducts.com | 58 C | 64 | 28 | 68 | 70 |
| 152 | tripdrinks.com | 58 C | 64 | 28 | 68 | 70 |
| 153 | oddbox.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 154 | skinandme.com | 58 C | 64 | 28 | 68 | 70 |
| 155 | beautybay.com | 58 C | 64 | 28 | 68 | 70 |
| 156 | sezane.com | 58 C | 64 | 28 | 68 | 70 |
| 157 | strathberry.com | 58 C | 64 | 28 | 68 | 70 |
| 158 | vivobarefoot.com | 58 C | 64 | 28 | 68 | 70 |
| 159 | daylesford.com | 58 C | 64 | 28 | 68 | 70 |
| 160 | boots.com | 58 C | 64 | 28 | 68 | 70 |
| 161 | selfridges.com | 58 C | 64 | 28 | 68 | 70 |
| 162 | fortnumandmason.com | 58 C | 64 | 28 | 68 | 70 |
| 163 | hollandandbarrett.com | 58 C | 64 | 28 | 68 | 70 |
| 164 | gousto.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 165 | patchplants.com | 58 C | 64 | 28 | 68 | 70 |
| 166 | arenaflowers.com | 58 C | 64 | 28 | 68 | 70 |
| 167 | loaf.com | 58 C | 64 | 28 | 68 | 70 |
| 168 | fortitude.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 169 | monmouthcoffee.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 170 | thewhitecompany.com | 58 C | 64 | 28 | 68 | 70 |
| 171 | hollandandbarrett.ie | 58 C | 64 | 28 | 68 | 70 |
| 172 | yorkshiretea.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 173 | dunelm.com | 58 C | 64 | 28 | 68 | 70 |
| 174 | lovechock.com | 58 C | 64 | 28 | 68 | 70 |
| 175 | principles.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 176 | ellis-brigham.com | 58 C | 64 | 28 | 68 | 70 |
| 177 | craghoppers.com | 58 C | 64 | 28 | 68 | 70 |
| 178 | hawesandcurtis.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 179 | weirdfish.co.uk | 58 C | 64 | 28 | 68 | 70 |
| 180 | regatta.com | 58 C | 64 | 28 | 68 | 70 |
| 181 | dare2b.com | 58 C | 64 | 28 | 68 | 70 |
| 182 | crisp.chat | 56 C | 64 | 22 | 68 | 70 |
| 183 | fathomanalytics.com | 56 C | 64 | 22 | 68 | 70 |
| 184 | featurebase.app | 56 C | 64 | 22 | 68 | 70 |
| 185 | june.so | 56 C | 64 | 22 | 68 | 70 |
| 186 | senja.io | 56 C | 64 | 22 | 68 | 70 |
| 187 | shipfa.st | 56 C | 64 | 22 | 68 | 70 |
| 188 | splitbee.io | 56 C | 64 | 22 | 68 | 70 |
| 189 | cronitor.io | 56 C | 64 | 22 | 68 | 70 |
| 190 | frill.co | 56 C | 64 | 22 | 68 | 70 |
| 191 | langfuse.com | 56 C | 64 | 22 | 68 | 70 |
| 192 | testimonial.to | 56 C | 64 | 22 | 68 | 70 |
| 193 | typingmind.com | 56 C | 64 | 22 | 68 | 70 |
| 194 | unkey.com | 56 C | 64 | 22 | 68 | 70 |
| 195 | publer.io | 56 C | 64 | 22 | 68 | 70 |
| 196 | productfruits.com | 56 C | 64 | 22 | 68 | 70 |
| 197 | appcues.com | 56 C | 64 | 22 | 68 | 70 |
| 198 | supernormal.com | 56 C | 64 | 22 | 68 | 70 |
| 199 | viral-loops.com | 56 C | 64 | 22 | 68 | 70 |
| 200 | merge.dev | 56 C | 64 | 22 | 68 | 70 |
| 201 | betterstack.com | 55 C | 64 | 16 | 68 | 70 |
| 202 | carrd.co | 55 C | 64 | 16 | 68 | 70 |
| 203 | cleanclip.cc | 55 C | 64 | 16 | 68 | 70 |
| 204 | documenso.com | 55 C | 64 | 16 | 68 | 70 |
| 205 | dub.sh | 55 C | 64 | 16 | 68 | 70 |
| 206 | gojiberry.ai | 55 C | 64 | 16 | 68 | 70 |
| 207 | hypefury.com | 55 C | 64 | 16 | 68 | 70 |
| 208 | jina.ai | 55 C | 64 | 16 | 68 | 70 |
| 209 | kiwidesk.com | 55 C | 64 | 16 | 68 | 70 |
| 210 | lemonsqueezy.com | 55 C | 64 | 16 | 68 | 70 |
| 211 | literalai.com | 55 C | 64 | 16 | 68 | 70 |
| 212 | memberful.com | 55 C | 64 | 16 | 68 | 70 |
| 213 | outseta.com | 55 C | 64 | 16 | 68 | 70 |
| 214 | paddle.com | 55 C | 64 | 16 | 68 | 70 |
| 215 | panelbear.com | 55 C | 64 | 16 | 68 | 70 |
| 216 | photopea.com | 55 C | 64 | 16 | 68 | 70 |
| 217 | pirsch.io | 55 C | 64 | 16 | 68 | 70 |
| 218 | ray.so | 55 C | 64 | 16 | 68 | 70 |
| 219 | simpleanalytics.com | 55 C | 64 | 16 | 68 | 70 |
| 220 | typebot.io | 55 C | 64 | 16 | 68 | 70 |
| 221 | vugola.com | 55 C | 64 | 16 | 68 | 70 |
| 222 | zenmode.io | 55 C | 64 | 16 | 68 | 70 |
| 223 | tweethunter.io | 55 C | 64 | 16 | 68 | 70 |
| 224 | missinglettr.com | 55 C | 64 | 16 | 68 | 70 |
| 225 | blackmagic.so | 55 C | 64 | 16 | 68 | 70 |
| 226 | scribehow.com | 55 C | 64 | 16 | 68 | 70 |
| 227 | ghost.org | 55 C | 64 | 16 | 68 | 70 |
| 228 | sparkloop.app | 55 C | 64 | 16 | 68 | 70 |
| 229 | getwaitlist.com | 55 C | 64 | 16 | 68 | 70 |
| 230 | dopt.com | 55 C | 64 | 16 | 68 | 70 |
| 231 | otter.ai | 55 C | 64 | 16 | 68 | 70 |
| 232 | endorsely.com | 55 C | 64 | 16 | 68 | 70 |
| 233 | convertkit.com | 55 C | 64 | 16 | 68 | 70 |
| 234 | profitwell.com | 55 C | 64 | 16 | 68 | 70 |
| 235 | reditus.com | 55 C | 64 | 16 | 68 | 70 |
| 236 | relay.app | 55 C | 64 | 16 | 68 | 70 |
| 237 | panora.dev | 55 C | 64 | 16 | 68 | 70 |