Mapping the world for autonomous mobility
Carmera (carmera.com) scores 58 out of 100 on Brand Analyzer, placing it in the Developing tier among Technology brands, Automotive brands, in the 6th percentile of 52192 Technology brands.
Carmera is a technology company operating in the automotive and smart city sectors. It provides real-time, high-definition street-level mapping data and infrastructure insights, combining a fleet-sourced data network with advanced mapping technology. Its stated mission is to deliver continuously updated map data that supports autonomous vehicle development and smart city infrastructure management. Carmera targets autonomous vehicle developers, automotive OEMs, city planners, and infrastructure management organizations seeking more accurate and current mapping data than traditional methods can provide.
| Brand Name | Carmera |
|---|---|
| Domain | carmera.com |
| Industry | Technology, Automotive |
| Main Competitors | HERE Technologies (83/100), TomTom (89/100), Mobileye (90/100), DeepMap (70/100), Civil Maps (74/100), Mapillary (85/100) |
Moz Domain Authority 40/100 vs category average 39 / leader 100 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "The following error was encountered while trying to retrieve the URL: <http://carmera.com/>" (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.
Live results from asking a general-purpose AI assistant about the brand, checked October 2026.
When asked "What is Carmera?", Claude could identify the brand as of October 2026. Carmera was a company that built HD maps and street-level imagery data for autonomous vehicles and smart city applications, using fleets of vehicles equipped with sensors to continuously capture and update urban environments. It was later acquired by Woven Planet, Toyota's mobili Best known for High-definition mapping and street-level data collection for autonomous vehicle navigation.
When asked "Best brands similar to Carmera?", Claude would recommend Carmera as of October 2026. It would be a relevant mention in discussions of HD mapping and autonomous vehicle infrastructure companies, though it's now part of Toyota's Woven Planet rather than an independent brand.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Carmera's main competitors in Technology: HERE Technologies (83/100), TomTom (89/100), Mobileye (90/100), DeepMap (70/100), Civil Maps (74/100).
Sources: Brand Analyzer scan
Carmera has low AI-search visibility, scoring 21/100 on Brand Analyzer's AI visibility composite (visibility 17, trust 19, recommendation 32). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Carmera official site
Carmera scores 32/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Technology options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Carmera official site
Carmera 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: Carmera official site
Carmera scores 21/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Carmera has a weak AI-visibility profile at 21/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (32/100) and its weakest is visibility (17/100). It benefits from a Wikidata knowledge-graph entry, a Moz Domain Authority of 40/100 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, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Carmera from memory (October 2026) - a sign these signals are paying off.
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.
Ranked closest to Carmera: HugeDomains (58/100), Capgemini Engineering (58/100), Cashback Forex (CBFX) (58/100), Ceenex (58/100).
A step up - brands to learn from: Zypp Electric (71/100), 作业帮 (Zuoyebang) (71/100).
Category leader: Hostinger (97/100).
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