Neat Brand Score: 41/100 - Early Stage tier

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Neat (neat.hk) scores 41 out of 100 on Brand Analyzer, placing it in the Early Stage tier among Other brands, in the 1st percentile of 38035 Other brands.

AI Snapshot

Neat (NEAT) refers to the Near Earth Asteroid Tracking program, a scientific initiative run by NASA and the Jet Propulsion Laboratory. Founded in 1995, the program was designed to discover and track near Earth objects such as asteroids and comets that could pose a potential impact risk to Earth. It is not a commercial brand but a research and monitoring effort conducted under NASA's planetary defense and astronomical survey activities.

Key facts about Neat
Brand NameNeat
Domainneat.hk
IndustryOther
Founded1995
Parent Company / OwnerJet Propulsion Laboratory
Main CompetitorsCatalina Sky Survey, Pan-STARRS, LINEAR, ATLAS (Asteroid Terrestrial-impact Last Alert System)

Evidence

Moz Domain Authority 37/100 vs category average 37 / leader 94 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.

Ranked #1,896,215 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.

Neat appears on Wikipedia but without a dedicated company entity, so AI models can confuse it with similarly named subjects.

The homepage meta description reads "The following error was encountered while trying to retrieve the URL: <http://neat.hk/>" (Meta description: 12 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.

Structured data on the homepage: og:title, og:description. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.

AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.

Social footprint: verified profiles on X (Twitter), Facebook, Instagram, YouTube, GitHub; no detected presence on LinkedIn - consistent profiles reinforce the brand's identity across the web.

0 Reddit mentions - community discussion signals real-world reputation to AI models.

Does AI know Neat?

Live results from asking a general-purpose AI assistant about the brand, checked October 2026.

When asked "What is Neat?", Claude could not identify the brand as of October 2026. I don't recognize this specific company, possibly because it's a smaller Hong Kong-based business with limited global web presence or coverage in my training data.

When asked "Best brands similar to Neat?", Claude would not surface Neat as of October 2026. I can't recommend a company I don't have verified information about.

People Also Ask About Neat

Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.

When was Neat founded?

Neat was founded in 1995. Neat operates in the Other category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.

Sources: Wikidata

Does ChatGPT recommend Neat?

Neat scores 35/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Other options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.

Sources: Neat official site

How can Neat improve its AI discoverability?

Neat can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.

Sources: Neat official site

Who owns Neat?

Neat is owned by or part of Jet Propulsion Laboratory. Neat operates in the Other category.

Sources: Wikidata

Recommendations

AI visibility

Neat scores 34/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

Neat has a weak AI-visibility profile at 34/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is visibility (43/100) and its weakest is trust (19/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #1,896,215 (Tranco) and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, a low Moz Domain Authority of 37/100 and thin schema.org structured data. In a live check (October 2026), Claude could not identify Neat from memory, confirming the gaps above.

Visibility - 43/100

Trust - 19/100

Recommendation likelihood - 35/100

Score breakdown - 7 dimensions

The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.

Peer brands

Ranked closest to Neat: mp3juice.info (41/100), Mitsui O.S.K. Lines (MOL) (41/100), كويت جديدة (New Kuwait) (41/100), Nirin (41/100).

A step up - brands to learn from: Zucchero (56/100), Zoffany.com (56/100).

Category leader: Accenture (97/100).

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