How AI assistants read context.dev
What a machine reading this site receives: identity files, schema, crawler policy, the entity behind the name. Read weekly by a crawler, no model call. For the people who run Branda; the catalogue page is for the people who choose it.
71/100
- Entity0/25
- Machine-readable33.9/35
- Retrieval access20/20
- Footprint16.8/20
49/100
Does anybody use it: audience (Tranco list, Chrome UX report, estimated organic visits), installs from registries, referring domains. Never votes, never reviews.
- Audience3.1/40
- Installs25.2/30
- References20.5/30
100/100
Is anybody home: the homepage answers, the content moves, something ships, somebody hires. Each part a dated reading from a public place; a part not read is left out and the total rescaled.
- Answers30/30
- Content moves30/30
- Ships25/25
- Hiringnot read
- Branda71
- Marketing medianof 313 rated58
- Atlas medianof 2080 rated59
- Retrieval botsopenverify
Whether the bots that decide citations are let in. Training bots are a separate list and are not counted here.
- llms.txtyesverify
A plain-text index at /llms.txt. Optional; read by some tools.
- Organization schemayes
schema.org Organization markup on the homepage, which is what a resolver reads a company's name and links from.
- Wikidata itemnone
Matched on the official website, never on the name. The substrate under the knowledge graph an engine resolves names against.
- Server-rendered words3.8kswept
What a reader without JavaScript receives from the homepage.
- Identity score97/100swept
The analyzer's crawl-only section, 0-100: identity files, schema, crawler policy, sitemap. Not the analyzer score.
- Footprint534 GitHub stars110.8k installs a month (npm)
97/100
identity score
Not measured with the analyzer.
The full run asks four engines about this company by name. It runs on request, not on a schedule.
What is Branda's Atlas Readiness?
71 of 100 on 2026-09-18, computed from four parts — entity, machine-readable, retrieval access, footprint — all four parts read. It places #18 of 296 rated Marketing tools.
Does Branda let AI retrieval bots in?
Yes. On 2026-09-18, robots.txt at context.dev disallowed none of the retrieval crawlers we check.
Does Branda publish an llms.txt?
Yes: context.dev/llms.txt was present on 2026-09-18.
Is Branda a Wikidata entity?
No item whose official website is context.dev was found on 2026-09-18.
How to read a row
- swept
- Read by a crawler: HTTP and parsing, no model call. Every row, every week.
- measured
- The full analyzer run, asked of four engines. Shown only where the company agreed to show it.
Can a retrieval engine find, resolve and quote this site? Four parts, each read by the sweep, each shown beside the total.
Entity 25 · Machine-readable 35 · Retrieval access 20 · Footprint 20
A part that was never read is left out and the total is rescaled to what was. It is never counted as zero.