The AI Visibility Maturity Model places a website's AI Visibility Score in one of four bands: Starting Point (0 to 39), Developing (40 to 59), Established (60 to 79) and Leading (80 to 100). Each band describes how much of the site an AI crawler can read and understand, so a team can say "we moved from Developing to Established" and every reader knows what changed.
This is version 1.1 of the model. Version 1.0, published July 8, 2026, used the labels of our June 28, 2026 study for the same four ranges. We kept the ranges and adopted the names printed on every Visibility Mesh scorecard, and we rewrote each band around what an AI crawler can read, since that is what the score measures. The score itself is built from the five metrics in the AI Legibility Framework.
What does each band mean?
Starting Point (0 to 39)
An AI crawler cannot read much of the website or tell whose business it is. Usually the crawler hits a bot wall, an error page or a page that renders only with JavaScript. Sometimes the site gives it no entity data at all. The website can look completely normal to a person, and an analytics dashboard does not show the problem either, so owners rarely suspect it. A common finding here is a product page that looks complete in a browser but reaches the crawler nearly empty.
Developing (40 to 59)
AI crawlers can read parts of the website, but important gaps remain. Coverage is patchy and the entity layer is thin, so the crawler gets incomplete facts about the products and the brand. Developing was the most common band among the 216 Shopify storefronts in our study. The scan usually finds product pages the crawler reads well and little or no record of the brand behind them.
Established (60 to 79)
Most of what the scan measures is readable, and a few fixes remain. The front door is open, the products and the brand are clean machine readable records, answers can be lifted from the page, and internal links tie the site into one map. The fixes left are specific, such as an answer buried halfway down a paragraph or a page that shows an old date.
Leading (80 to 100)
Nearly everything the scan measures is readable. Every template prints clean machine readable data. Its entities are complete and connected, its content states answers plainly, and its dates, reviews and business details stay current because someone checks them on a schedule. None of the 216 study stores reached this band, so we are still waiting for a typical example.
How do the bands map to the June 28, 2026 study?
The study measured 216 Shopify storefronts on June 28, 2026. The table gives each study label, its current name and the share of study stores in each band.
| Band in version 1.1 | Score range | Label in the June 2026 study | Share of the 216 study stores |
|---|---|---|---|
| Starting Point | 0 to 39 | Invisible | 25% |
| Developing | 40 to 59 | Partially Legible | 71% |
| Established | 60 to 79 | AI-Legible | 4% |
| Leading | 80 to 100 | AI-Native | 0% |
The labels match one to one, but a few edge scores move up a band. The study placed each store by its score to one decimal place. Version 1.1 rounds each score to a whole number first and then assigns the band, so the band always matches the number printed on the scorecard. A score of 39.6 counted as Invisible in the study and falls in Developing under version 1.1. The shares in the table are the study's own counts. The full study is the State of AI Visibility 2026, and our later benchmark of 245 stores is in the Shopify legibility study.
What does moving up a band look like?
Take a bridal boutique on Shopify that scores 52, in the middle of Developing. The crawlers get in and the product pages read well. The theme prints no Organization block, the collections have no descriptions, and the dresses have no barcodes in their variants.
Only the brand record touches theme code, and the rest is admin work. A scan would rank these three fixes first. The boutique does not need a new theme. It needs to tell the machine what it already tells every bride who walks in.
How do I move my site up a band?
- Run a scan to find your band and your weakest metric.
- If you are in Starting Point, open the front door before anything else. Open a product page, choose View page source, and check that the product name and price are in the HTML. Then check that yourstore.com/robots.txt allows the AI crawlers you want.
- If you are in Developing, fix Entity Integrity next. In your Shopify admin, open each best seller under Products and fill in SKU and Barcode (ISBN, UPC, GTIN, etc.) on every variant. More stores in our study failed Entity Integrity than any other metric.
- Go to Products > Collections and give each collection a short description that says what it holds and who it is for.
- To reach Established and then Leading, put AI Readability, Mesh Integrity and Authority Signal on a monthly check, the way an IT team handles patching.
- Rescan after each step and compare the band with the last scan.
The AI Citation Readiness checklist lists every task in priority order, and what your AI visibility score means explains how to read a single result.
Questions people ask about the maturity model
What are the four bands of the AI Visibility Maturity Model?
The four bands are Starting Point (0 to 39), Developing (40 to 59), Established (60 to 79) and Leading (80 to 100). Each one describes how much of a website an AI crawler can read and understand.
Which band are most Shopify stores in?
Most are in Developing. In our June 28, 2026 study of 216 Shopify storefronts, 71% scored between 40 and 59, 25% were below 40, 4% reached 60 or more, and none reached 80.
Why did the band names change in version 1.1?
Version 1.1 adopted the names printed on every Visibility Mesh scorecard so that the model and the scorecard use the same words. The score ranges did not change.
Cite as: Visibility Mesh, The AI Visibility Maturity Model v1.1 (2026).
A free scan of up to 5 key pages tells you which band your site is in today.