UK and Devolved Parliament Members
Search every site in this cohortuk-parliaments
Every sitting Member of Parliament, Member of the Scottish Parliament, Member of the Senedd and Member of the Northern Ireland Assembly, with the website each publishes.
Middle of 31 cohorts. All cohorts 54 · best cohort 63.
The source, and how we filtered it
| Source | Members of the House of Commons, Scottish Parliament, Senedd and Northern Ireland Assembly, UK Parliament; Scottish Parliament; Senedd Cymru / Welsh Parliament; Northern Ireland Assembly (2026-11-02) |
|---|---|
| License | UK Parliament data under the Open Parliament Licence v3.0; the Scottish Parliament's under the Scottish Parliament Copyright Licence, aligned with the OGL v3.0; the Senedd's reproduction notice (free reproduction in any format, acknowledged as Senedd Commission copyright); the Northern Ireland Assembly's under the OGL v3.0. Each permits copying and publishing, including commercially, with attribution and without implying endorsement. Wikidata is CC0. Read 2026-11-05. |
| Cite as | Contains Parliamentary information licensed under the Open Parliament Licence v3.0. Contains information licensed under the Scottish Parliament Copyright Licence. © Senedd Commission Copyright 2026. Contains public sector information licensed under the Open Government Licence v3.0. |
| How we filtered it | Commons: Members API Search (House=1, IsCurrentMember=true), then each member's /Contact; a contact of type 'Website' is the member's site. Scottish Parliament: data.parliament.scot members (IsCurrent) and websites, type 3 ('MSP') only, since types 1 and 2 are the Parliament's own pages. Senedd: ModernGov GetCouncillorsByWard, the contact field labelled 'Website (non-Assembly)'. NI Assembly: GetAllCurrentMembers_JSON, which has no websites. Where the legislature gives none, Wikidata P856 is joined on the legislature's id (P10428 parliament.uk member ID, P4651 Senedd ID, P5870 NI Assembly ID), one cached SPARQL query per property, confidence low. Social-network and legislature-domain addresses are dropped with a note. Paths are cut to the root unless several members share the host. |
| Instead of | Name matching MSPs against Wikidata (a guess); the House of Lords (peers represent nobody and almost none have sites); party websites found by search (not a published source). |
| Built | 2026-11-02 |
The filtering is ours and is disclosed as ours. The source published a list; the decision about which rows of it belong in a cohort was a judgment call, and it is written down so somebody can disagree with it.
Where the 421 sites land
| Grade | Share of the cohort | Sites | Share |
|---|---|---|---|
| Weak | 173 | 41.1% | |
| Not ready | 33 | 7.8% | |
| Adequate | 212 | 50.4% | |
| Strong | 3 | 0.7% |
What the cohort earns, dimension by dimension
The mean share of each dimension’s available points that this cohort earned. Low here means the whole sector is weak on it, not that one site dragged an average down. The per-site spread is in the dataset.
| Dimension | Mean share earned | Mean |
|---|---|---|
| #1 · Reach
These parameters determine the fundamental ease of access that AI has to your site information. |
80% | |
| #2 · Read
AI generally turns off JavaScript. Does your site information survive without it? |
56% | |
| #3 · Understand
Does a machine know who and what you are? |
27% | |
| #4 · Act
Sitemaps, redirects, 404s, licensing terms, and not wasting the crawl budget. |
68% |
The cap is 32 URLs and it is a ceiling, not a promise. A portal whose every link points at a different host yields one page; a university yields the full sample. The median here is 32, the range 1–32, published so that "we sampled 32 URLs per site" cannot become a claim the data does not support.
7 sites in this cohort served a certificate we could not verify. They were read anyway and scored normally, because reporting no response for a site every browser loads would describe our TLS stack rather than the site, and each one carries the finding in its row.
11 tests almost nobody in this cohort passes
| Test | What it asks | Failing | Of | Points |
|---|---|---|---|---|
| EXT-11 | Have you marked the part of a page that answers a spoken question? | 421 | 0 | |
| EXT-12 | Do you tell search engines the moment a page changes? | 421 | 0 | |
| EXT-14 | Does your site offer its actions to AI browsers as tools? | 398 | 0 | |
| EXT-16 | Do you publish a card or a skills list for the agents you run? | 421 | 0 | |
| EXT-17 | Do you list your agents in your domain's DNS records? | 416 | 0 | |
| EXT-18 | Do you tell AI shoppers how they can pay? | 6 | 0 | |
| EXT-2 | Do you list your APIs and agent tools where agents look for them? | 16 | 0 | |
| EXT-7 | If you run real question-and-answer pages, are they marked as such? | 19 | 0 | |
| RED-10 | Do you offer a plain-text (Markdown) copy of your pages? | 345 | 2 | |
| UND-2 | Does your site use the page labels that search engines still read for what you publish? | 421 | 3 | |
| UND-9 | If a page is behind a paywall, does it say so? | 2 | 2 |
| Test | What it asks | Failing | Of | Points |
|---|---|---|---|---|
| UND-1 | Does your site say clearly who you are? | 415 | 2 | |
| RED-12 | If a machine asks for Markdown, does your site give it? | 421 | 2 | |
| UND-10 | Does your page code link to your official profiles elsewhere? | 415 | 2 | |
| PST-2 | Have you posted a Content Signals statement about what AI may do with your content? | 421 | 0 | |
| EXT-13 | Can an assistant ask your site a question directly? | 421 | 0 | |
| PST-4 | Have you reserved your text and data mining rights in a form machines can read? | 421 | 0 | |
| EXT-4 | Can an AI assistant connect to your site as a tool? | 421 | 0 | |
| UND-5 | Does the author label in your page code point to that person? | 202 | 1 |
Coral bars mark tests worth 2 points or more, the failures that actually move a score.
Every 965, named, with a report for each
Whether or not it has been scanned. Rows with no website on record, sites that were unreachable and sites that turned us away stay in the table with the reason on them, and none of them enters an average: dropping them would shrink the population to the part that was easy to measure. A few points between two neighbors is noise. The box filters every row in the cohort, not only the page you are on; click a header to sort the rows on this page by name or by score.
Showing 101–200 of 965 · page 2 of 10
| Site | Score | Gated | Pages read | Report |
|---|---|---|---|---|
| Chris Elmore chriselmore.walesblockedregister id ukparl:4572; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Chris Evans chrisevansmp.comregister id ukparl:4040; address from UK Parliament Members API (high confidence), not checked by loading it | 33 | Gated | 1 | |
| Chris Hazzard sinnfeinsouthdown.comregister id ukparl:4636; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id; published as http://sinnfeinsouthdown.com/tag/chris-hazzard-mla; cut back to the site root | 33 | Gated | 1 | |
| Chris Hinchliff chrishinchliff.co.ukregister id ukparl:5244; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 51 | Gated | 32 | |
| Chris Kane chriskane.netblockedregister id ukparl:5155; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 401 (Cloudflare) | — | No | — | |
| Chris Law chrislaw.scotblockedregister id ukparl:4403; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 | — | No | — | |
| Chris McDonald chrismcdonald.co.ukregister id ukparl:5116; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 65 | No | 1 | |
| Chris Murray chrismurray4edinburgh.comregister id ukparl:5245; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 42 | No | 1 | |
| Chris Philp chrisphilp.comregister id ukparl:4503; address from UK Parliament Members API (high confidence), not checked by loading it | 28 | Gated | 1 | |
| Chris Vince no website on recordregister id ukparl:5237; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Chris Ward chriswardmp.co.ukregister id ukparl:5276; address from UK Parliament Members API (high confidence), not checked by loading it | 65 | No | 32 | |
| Chris Webb chriswebb.orgregister id ukparl:5025; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 54 | No | 32 | |
| Christian Wakeford christianwakeford.org.ukregister id ukparl:4871; address from UK Parliament Members API (high confidence), not checked by loading it | 62 | No | 4 | |
| Christine Jardine no website on recordregister id ukparl:4634; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Claire Coutinho clairecoutinho.comregister id ukparl:4806; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 65 | No | 32 | |
| Claire Hanna no website on recordregister id ukparl:4827; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Claire Hazelgrove clairehazelgrove.co.ukregister id ukparl:5306; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 60 | No | 32 | |
| Claire Hughes no website on recordregister id ukparl:5113; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Claire Young claireyoung.org.ukregister id ukparl:5140; address from UK Parliament Members API (high confidence), not checked by loading it | 63 | No | 1 | |
| Clive Efford cliveefford.org.ukregister id ukparl:165; address from UK Parliament Members API (high confidence), not checked by loading it | 55 | No | 1 | |
| Clive Jones no website on recordregister id ukparl:5207; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Clive Lewis clivelewis.orgregister id ukparl:4500; address from UK Parliament Members API (high confidence), not checked by loading it | 62 | No | 32 | |
| Colum Eastwood no website on recordregister id ukparl:4846; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Connor Naismith no website on recordregister id ukparl:5273; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Daisy Cooper daisycooper.org.ukregister id ukparl:4769; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 75 | No | 32 | |
| Dame Angela Eagle no website on recordregister id ukparl:491; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Dame Caroline Dinenage caroline4gosport.co.ukregister id ukparl:4008; address from UK Parliament Members API (high confidence), not checked by loading it | 68 | No | 32 | |
| Dame Chi Onwurah chionwurahmp.comregister id ukparl:4124; address from UK Parliament Members API (high confidence), not checked by loading it | 62 | No | 32 | |
| Dame Diana Johnson dianajohnson.co.ukregister id ukparl:1533; address from UK Parliament Members API (high confidence), not checked by loading it | 51 | Gated | 32 | |
| Dame Harriett Baldwin harriettbaldwin.comregister id ukparl:4107; address from UK Parliament Members API (high confidence), not checked by loading it | 43 | Gated | 13 | |
| Dame Karen Bradley karenbradley.co.ukregister id ukparl:4110; address from UK Parliament Members API (high confidence), not checked by loading it | 68 | No | 32 | |
| Dame Meg Hillier meghillier.comregister id ukparl:1524; address from UK Parliament Members API (high confidence), not checked by loading it | 55 | Gated | 32 | |
| Dame Nia Griffith niagriffith.org.ukregister id ukparl:1541; address from UK Parliament Members API (high confidence), not checked by loading it | 55 | No | 32 | |
| Dame Siobhain McDonagh siobhainmcdonagh.org.ukregister id ukparl:193; address from UK Parliament Members API (high confidence), not checked by loading it | 64 | No | 32 | |
| Damian Hinds damianhinds.comregister id ukparl:3969; address from UK Parliament Members API (high confidence), not checked by loading it | 66 | No | 32 | |
| Damien Egan damienegan.comregister id ukparl:5010; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 57 | No | 32 | |
| Dan Aldridge danielaldridge.co.ukregister id ukparl:5172; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 33 | Gated | 1 | |
| Dan Carden dancardenmp.co.ukregister id ukparl:4651; address from UK Parliament Members API (high confidence), not checked by loading it | 53 | No | 18 | |
| Dan Jarvis danjarvis.orgblockedregister id ukparl:4243; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Dan Norris dannorris.org.ukregister id ukparl:221; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 33 | Gated | 1 | |
| Dan Tomlinson dantomlinson.org.ukblockedregister id ukparl:5282; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Daniel Francis danielfrancis.ukblockedregister id ukparl:5184; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 401 (Cloudflare) | — | No | — | |
| Daniel Zeichner danielzeichner.co.ukblockedregister id ukparl:4382; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Danny Beales dannybeales.comregister id ukparl:5339; address from UK Parliament Members API (high confidence), not checked by loading it | 52 | Gated | 32 | |
| Danny Kruger dannykruger.org.ukblockedregister id ukparl:4858; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Darren Jones darren-jones.co.ukregister id ukparl:4621; address from UK Parliament Members API (high confidence), not checked by loading it | 65 | No | 32 | |
| Darren Paffey darrenpaffey.org.ukblockedregister id ukparl:5270; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Dave Doogan davedooganmp.scotregister id ukparl:4736; address from UK Parliament Members API (high confidence), not checked by loading it | 59 | Gated | 32 | |
| Dave Robertson no website on recordregister id ukparl:5126; no website for this member in the legislature's data or Wikidata | — | No | — | |
| David Baines davidbaines.co.ukregister id ukparl:5092; address from UK Parliament Members API (high confidence), not checked by loading it | 41 | No | 32 | |
| David Burton-Sampson davidburtonsampson.co.ukregister id ukparl:5106; address from UK Parliament Members API (high confidence), not checked by loading it | 59 | No | 32 | |
| David Chadwick no website on recordregister id ukparl:5284; no website for this member in the legislature's data or Wikidata | — | No | — | |
| David Davis daviddavismp.comregister id ukparl:373; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 65 | No | 1 | |
| David Mundell davidmundell.comregister id ukparl:1512; address from UK Parliament Members API (high confidence), not checked by loading it | 69 | No | 32 | |
| David Pinto-Duschinsky davidforhendon.comregister id ukparl:5360; address from UK Parliament Members API (high confidence), not checked by loading it | 67 | No | 1 | |
| David Reed davidreed.ukregister id ukparl:5347; address from UK Parliament Members API (high confidence), not checked by loading it | 66 | No | 32 | |
| David Simmonds davidsimmonds.org.ukregister id ukparl:4872; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 67 | No | 32 | |
| David Smith (MP, North Northumberland) davidsmithnorth.co.ukregister id ukparl:5218; address from UK Parliament Members API (high confidence), not checked by loading it | 67 | No | 32 | |
| David Taylor david4hemel.orgregister id ukparl:5348; address from UK Parliament Members API (high confidence), not checked by loading it | 58 | No | 1 | |
| David Williams no website on recordregister id ukparl:5151; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Dawn Butler dawnbutler.org.ukblockedregister id ukparl:1489; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Debbie Abrahams debbieabrahams.org.ukregister id ukparl:4212; address from UK Parliament Members API (high confidence), not checked by loading it | 65 | No | 32 | |
| Deirdre Costigan deirdrecostigan.co.ukregister id ukparl:5075; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 72 | No | 23 | |
| Derek Twigg derektwigg.orgblockedregister id ukparl:429; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Douglas Lumsden douglaslumsden.org.ukregister id ukparl:5450; address from UK Parliament Members API (high confidence), not checked by loading it | 68 | No | 32 | |
| Douglas McAllister no website on recordregister id ukparl:5057; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Dr Al Pinkerton no website on recordregister id ukparl:5288; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Dr Allison Gardner allisongardner.co.ukregister id ukparl:5334; address from UK Parliament Members API (high confidence), not checked by loading it | 33 | Gated | 1 | |
| Dr Andrew Murrison andrewmurrison.co.ukregister id ukparl:1466; address from UK Parliament Members API (high confidence), not checked by loading it | 68 | No | 32 | |
| Dr Beccy Cooper drbeccycooper.co.ukblockedregister id ukparl:5307; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id; not measured: HTTP 401 (Cloudflare) | — | No | — | |
| Dr Ben Spencer drbenspencer.org.ukregister id ukparl:4785; address from UK Parliament Members API (high confidence), not checked by loading it | 67 | No | 32 | |
| Dr Caroline Johnson carolinejohnson.co.ukregister id ukparl:4592; address from UK Parliament Members API (high confidence), not checked by loading it | 63 | No | 32 | |
| Dr Danny Chambers dannychambers.org.ukregister id ukparl:5304; address from UK Parliament Members API (high confidence), not checked by loading it | 50 | Gated | 1 | |
| Dr Ellie Chowns elliechowns.org.ukregister id ukparl:5249; address from UK Parliament Members API (high confidence), not checked by loading it | 63 | No | 32 | |
| Dr Jeevun Sandher jeevunsandher.mpregister id ukparl:5259; address from UK Parliament Members API (high confidence), not checked by loading it | 69 | No | 32 | |
| Dr Kieran Mullan no website on recordregister id ukparl:4860; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Dr Lauren Sullivan laurensullivan.org.ukregister id ukparl:5269; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 68 | No | 26 | |
| Dr Luke Evans drlukeevans.org.ukregister id ukparl:4781; address from UK Parliament Members API (high confidence), not checked by loading it | 66 | No | 32 | |
| Dr Marie Tidball marietidball.comregister id ukparl:5098; address from UK Parliament Members API (high confidence), not checked by loading it | 51 | No | 32 | |
| Dr Neil Hudson neilhudson.org.ukregister id ukparl:4853; address from UK Parliament Members API (high confidence), not checked by loading it | 66 | No | 32 | |
| Dr Neil Shastri-Hurst drneilshastri-hurst.co.ukregister id ukparl:5197; address from UK Parliament Members API (high confidence), not checked by loading it | 65 | No | 32 | |
| Dr Peter Prinsley peterprinsley.orgregister id ukparl:5163; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 63 | No | 32 | |
| Dr Rosena Allin-Khan drrosena.co.ukregister id ukparl:4573; address from UK Parliament Members API (high confidence), not checked by loading it | 43 | Gated | 32 | |
| Dr Roz Savage rozsavagemp.ukblockedregister id ukparl:5352; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 | — | No | — | |
| Dr Rupa Huq rupahuq.co.ukregister id ukparl:4511; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 55 | No | 1 | |
| Dr Sam Rushworth samrushworth.co.ukregister id ukparl:5108; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 55 | No | 32 | |
| Dr Scott Arthur drscottarthur.scotblockedregister id ukparl:5212; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 | — | No | — | |
| Dr Simon Opher simonopher.orgregister id ukparl:5030; address from UK Parliament Members API (high confidence), not checked by loading it | 43 | Gated | 32 | |
| Dr Zubir Ahmed drzubirahmed.comregister id ukparl:5213; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 54 | No | 29 | |
| Dáire Hughes no website on recordregister id ukparl:5292; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Ed Davey edwarddavey.co.ukregister id ukparl:188; address from UK Parliament Members API (high confidence), not checked by loading it | 43 | Gated | 1 | |
| Ed Miliband edmiliband.org.ukunreachableregister id ukparl:1510; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | — | No | — | |
| Edward Argar edwardargar.org.ukregister id ukparl:4362; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 68 | No | 32 | |
| Edward Morello no website on recordregister id ukparl:5326; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Elaine Stewart no website on recordregister id ukparl:5206; no website for this member in the legislature's data or Wikidata | — | No | — | |
| Ellie Reeves elliereeves.comblockedregister id ukparl:4620; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Emily Darlington emily4mk.comblockedregister id ukparl:5139; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 | — | No | — | |
| Emily Thornberry emilythornberry.comblockedregister id ukparl:1536; address from UK Parliament Members API (high confidence), not checked by loading it; not measured: HTTP 403 (Cloudflare) | — | No | — | |
| Emma Foody emmafoody.comregister id ukparl:5029; address from UK Parliament Members API (high confidence), not checked by loading it | 71 | No | 9 | |
| Emma Hardy emmahardy.org.ukregister id ukparl:4645; address from Wikidata P856 (low confidence), not checked by loading it; the legislature publishes no website for this member; the address is Wikidata's official website, joined on the legislature's member id | 63 | No | 32 |
Scores are for the population, not for ranking two named sites against each other. A few points between neighbors is noise. See what these numbers can and cannot support. Headline figures: summary.json (CC BY 4.0). The site-by-site data on this page is licensed; a bulk copy is from TEN7 for a fee.