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How AI assistants read neufin.ai

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 Neural AI powered finance dashboard; the catalogue page is for the people who choose it.

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Atlas Readinesssweptswept 2026-10-12

59/100

#978 of 1642 rated Marketing tools#8371 of 14878 in the Atlas
  • Entity0/25
  • Machine-readable32.9/35
  • Retrieval access20/20
  • Footprint5.9/20
all four parts read
What to fix firstfound in the sweep of 2026-10-12

Open Graph tags are incomplete

low

The heaviest thing this reading found wrong, named in the words our fix list uses. Read off the site itself, not from a model.

Usedsweptswept 2026-10-12

13/100

Does anybody use it: audience (Tranco list, Chrome UX report, estimated organic visits), installs from registries, referring domains. Never votes, never reviews.

  • Audience0/40
  • Installsnot read
  • References8.8/30
out of 70 of 100 points — installs not read
Alivesweptswept 2026-10-12

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
  • Shipsnot read
  • Hiringnot read
out of 60 of 100 points — ships and hiring not read
Against the fieldsweptreadiness, out of 100
  • Neural AI powered finance dashboard59
  • Marketing medianof 1663 rated59
  • Atlas medianof 19307 rated61
What the sweep readsweptswept 2026-10-12
  • 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 words10swept

    What a reader without JavaScript receives from the homepage.

  • Identity score94/100swept

    The analyzer's crawl-only section, 0-100: identity files, schema, crawler policy, sitemap. Not the analyzer score.

Position in Marketingswept1642 swept

94/100

identity score

0identity score, 0-100100
68th percentile of 1642 · median 90

Not measured with the analyzer.

The full run asks four engines about this company by name. It runs on request, not on a schedule.

Questions this page answers
  • What is Neural AI powered finance dashboard's Atlas Readiness?

    59 of 100 on 2026-10-12, computed from four parts — entity, machine-readable, retrieval access, footprint — all four parts read. It places #978 of 1642 rated Marketing tools.

  • Does Neural AI powered finance dashboard let AI retrieval bots in?

    Yes. On 2026-10-12, robots.txt at neufin.ai disallowed none of the retrieval crawlers we check.

  • Does Neural AI powered finance dashboard publish an llms.txt?

    Yes: neufin.ai/llms.txt was present on 2026-10-12.

  • Is Neural AI powered finance dashboard a Wikidata entity?

    No item whose official website is neufin.ai was found on 2026-10-12.

How to read a row

swept
Read by a crawler: HTTP and parsing, no model call. Every tool, 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.

Run the full check on neufin.ai →