AI visibility, measured across 44 well-known sites
Every one of these was scanned the same way we scan a customer: real buyer questions for their own category, asked of a live answer engine, plus direct technical checks on the site. Being a household name turns out to be no protection at all.
What this set shows
6 of 44 well-known sites were named in none of the buyer questions we asked in their own category. 19 scored 60 or above. Size and brand recognition are not the same thing as being the answer an engine gives, which is the whole reason this measurement exists. [Figure withdrawn 26 Aug 2026 pending re-measurement, why.]
Every report
Sorted by AI search score. Click any brand for the full reading: the questions asked, who was named instead, and which technical checks failed.
| Brand | AI search | SEO | Named in |
|---|---|---|---|
| Stripe | 79 | 81 | 6/6 |
| HubSpot | 78 | 86 | 5/6 |
| Xero | 76 | 86 | 6/6 |
| Calendly | 74 | 86 | 6/6 |
| Wise | 71 | 71 | 6/6 |
| QuickBooks | 70 | 86 | 6/6 |
| Purplebricks | 69 | 91 | 5/6 |
| Gousto | 69 | 86 | 6/6 |
| Wix | 68 | 79 | 6/6 |
| Asana | 65 | 86 | 5/6 |
| Canva | 65 | 43 | 6/6 |
| HelloFresh | 65 | 81 | 6/6 |
| Octopus Energy | 64 | 91 | 6/6 |
| Squarespace | 64 | 76 | 5/6 |
| Zendesk | 63 | 81 | 5/6 |
| Starling Bank | 62 | 86 | 4/6 |
| Cloudflare | 61 | 86 | 4/6 |
| Shopify | 61 | 76 | 5/6 |
| Webflow | 61 | 76 | 5/6 |
| Figma | 59 | 86 | 5/6 |
| Loom | 59 | 86 | 4/6 |
| Monzo | 59 | 90 | 4/6 |
| Trello | 58 | 81 | 5/6 |
| Typeform | 58 | 86 | 4/6 |
| Monday.com | 57 | 82 | 4/6 |
| Rightmove | 57 | 76 | 5/6 |
| Slack | 48 | 86 | 2/6 |
| Intercom | 48 | 90 | 3/6 |
| Mailchimp | 46 | 91 | 3/6 |
| ClickUp | 45 | 73 | 3/6 |
| Bulb | 42 | 35 | 3/6 |
| Deliveroo | 42 | 81 | 3/6 |
| Notion | 35 | 86 | 2/6 |
| Vercel | 35 | 86 | 2/6 |
| Miro | 31 | 86 | 1/6 |
| Checkatrade | 31 | 90 | 2/6 |
| Linear | 27 | 91 | 1/6 |
| Airtable | 25 | 76 | 1/6 |
| FreeAgent | 19 | 86 | 0/6 |
| Tide | 17 | 81 | 0/6 |
| Sage | 17 | 76 | 0/6 |
| Gymshark | 12 | 35 | 0/6 |
| GoCardless | 11 | 90 | 0/6 |
| Represent | 9 | 50 | 0/6 |
How this was measured
Buyer questions are generated for each site's own category and grounded in live web search, then asked of an answer engine, recording which brands it names. Technical checks are direct fetches and HTML parsing rather than model guesses, and a check we cannot measure is left out of the score rather than counted as a failure. A site that refused our fetcher, or where live search returned nothing, is left out of this list entirely rather than published with a number we do not trust.
Scores move as the web changes. Every reading is dated, and each page says when it was taken.
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