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Everything to run the story. The Crane Index™ measures how cleanly a machine can read and represent the leading organisations in an industry. Every figure below is a first-party measurement, free to quote and republish with attribution, and re-runnable live in about a minute.

Headline findings

  • The FTSE 100 (measured 1 October 2026). Of Britain's largest companies, 79 were approached and 41 could be read by a machine at all, and not one reached the Strong band of 70 out of 100. The field is led by GSK at 65. Budget bought none of them legibility.
  • The UK's biggest online retailers (measured 1 October 2026). Of 142 major storefronts, only 75 could be read by a machine, and retail's identity read collapsed to a median of 28. The list is topped not by a giant but by Interflora at 76.
  • The same shape in every industry (measured 1 October 2026). The technical reads hold up and the read that tells a machine who you are does not. Across all 21 benchmarks the median Agent Readiness score runs between 62 and 69 out of 100, while median Brand Representation runs between 12 and 34, and not one industry has it the other way round. That gap, rather than any single score, is the story.
  • The programme. Twenty-one benchmarks: the FTSE 100, the UK's biggest online retailers and 19 industry and sector benchmarks. Across them we set out to read 3,368 of the leading organisations in their fields and could read 2,295, each benchmark re-scored on the first of each month so the movement becomes public record. All 21 are listed below with their own figures.

The one-line story is the same in every cohort: the machine-readable web is early, structure decides rank rather than size or spend, and the top of every table is unclaimed territory.

Every benchmark, and what each one found

All 21 read to the same three-part method, so the medians are comparable across industries. If a figure for one industry was sent to you, this is where to check it and see the rest of the field around it. Each name opens that benchmark's own ranked table, where every organisation is listed by name and a site that could not be read is reported as unmeasured rather than scored.

Benchmark Read AI search Agent Brand Crane Index At 70+ Leads it for AI readability Take it
FTSE 100 41 of 79 49 63 15 43 0 GSK (65) PDF · CSV · JSON
UK Ecommerce 75 of 142 53 69 28 52 1 Interflora (76) PDF · CSV · JSON
Automotive 102 of 179 46 62 13 40 4 Vertu Motors (77) PDF · CSV · JSON
Consumer Goods 119 of 188 49 65 15 46 3 Tapestry (75) PDF · CSV · JSON
Education 91 of 123 53 69 15 48 5 Fettes College (78) PDF · CSV · JSON
Energy and Utilities 120 of 175 47 65 13 42 5 OVO Energy (78) PDF · CSV · JSON
Financial Services 122 of 175 53 63 15 45 5 Fidelity Investments (76) PDF · CSV · JSON
Healthcare and Pharmaceuticals 132 of 177 49 65 13 43 4 Hologic (76) PDF · CSV · JSON
Hospitality and Leisure 121 of 182 50 63 15 43 7 Orangetheory Fitness (79) PDF · CSV · JSON
Insurance 124 of 181 53 63 15 44 4 Everest (77) PDF · CSV · JSON
Legal Services 135 of 171 52 63 19 46 3 LegalZoom (78) PDF · CSV · JSON
Manufacturing and Industrial 131 of 176 51 65 18 44 6 Konecranes and Trimble (72) PDF · CSV · JSON
Media and Entertainment 125 of 172 47 63 13 42 3 Faber & Faber and Nintendo (76) PDF · CSV · JSON
Professional Services 144 of 172 60 68 25 51 7 Cherry Bekaert (75) PDF · CSV · JSON
Real Estate and Property 126 of 186 52 65 19 46 6 AppFolio and MRI Software (76) PDF · CSV · JSON
Technology and Software 123 of 169 64 65 34 57 16 Dynatrace (88) PDF · CSV · JSON
Telecommunications 133 of 184 52 63 20 48 5 Wessex Internet (78) PDF · CSV · JSON
Transport and Logistics 107 of 176 52 63 15 44 3 Agility (73) PDF · CSV · JSON
Travel and Tourism 86 of 171 55 63 24 47 4 Princess Cruises (73) PDF · CSV · JSON
UK Airports 22 of 32 54 63 12 47 0 Cornwall Airport Newquay (65) PDF · CSV · JSON
Universities 116 of 158 52 68 13 43 5 University of Kent (88) PDF · CSV · JSON

Reading the columns. Read is how many of the cohort an automated reader could reach at all; the rest were approached and could not be read, and they are named on each table with the reason. Where a benchmark approached fewer organisations than its name suggests, its own page says why, as the FTSE 100 does. The three reads are AI Search Readiness (the retrieval read: can an engine resolve you and extract what you sell), Agent Readiness (the execution read: can an automated agent get in and act) and Brand Representation (can a machine confirm who you are). Crane Index is the composite of the three. Every median is the midpoint of the readable sites, so a site that refused a reader is left out of it rather than scored as zero, and At 70+ counts the sites in the Strong band. Leads it is the top-scoring public site, shown jointly where the top score is shared. Measured 1 October 2026, and re-measured on the first of each month. Every check behind these figures, and every exclusion, is set out in the methodology.

Any score in any of these tables can be re-measured against the live site in about a minute on the free Crane Index™ scanner, so nothing here has to be taken on trust. Every row's data is the same archive the tables are built from, as CSV for a spreadsheet and JSON for a chart, under the licence below.

A quote you may use

“The web spent thirty years being optimised for people. We have now read 2,295 of the leading organisations in their fields for how well a machine can understand them, and 96 of them score 70 or better. The Crane Index™ measures that gap in public, one industry at a time, and the striking part is that budget does not close it. Structure does.”

Nic Crane, founder, The Crane Consultancy

Figures measured 1 October 2026 across 21 benchmarks, and re-measured on the first of each month.

Downloads

Those are the programme-wide assets. Every one of the 21 benchmarks carries the same again in the table above: its own board report, and the archive the table is built from as CSV and JSON. Reports refresh on the first of each month. For the full method behind every figure, see the methodology.

Licence and how to cite

Released under a Creative Commons Attribution 4.0 licence: free to quote, chart and republish with attribution. Please cite as:

The Crane Index™, the AI readability benchmark. The Crane Consultancy. thecraneconsultancy.com/research/

Press contact

For interviews, a specific industry cut, or a figure checked before you publish, write to hello@thecraneconsultancy.com. We are glad to run a bespoke cohort for a story on request.

Every organisation in these tables is named, so every one of them has a right of reply. Any company can re-measure its own score live, ask for a re-scan if its site has changed, or have a domain corrected for the next monthly run. The methodology sets that out in full, alongside every exclusion.

Questions about the Crane Index

What does the Crane Index measure?

How readable and well-optimised a site is for AI, drawn live from its real pages across three deterministic reads: whether an AI engine can retrieve and cite it, whether an agent can act on it, and whether it is described accurately. Each is scored out of 100, and the composite is the Crane Index.

Why does AI readability matter now?

Because discovery is moving. In 2026, Google reported that its AI Mode in Search had passed a billion monthly users. What an assistant can read of an organisation comes down to the machine-readable layer of its site, the structured data Google Search Central documents.

How often is it re-run?

Every month, on the first, so the movement is a matter of public record rather than a single snapshot. Every constituent is named, ranked and archived, and each score can be re-run live against the site as it stands today.

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Nic CraneFounder, The Crane Consultancy

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