Independent technical audit

redbite.com

Overall AI readiness score

A combined result across all audit signals.

Excellent

AI readiness audit: 9/16/2026Public technical data

Overall AI readiness assessment

How ready redbite.com is for AI systems

75/100

RedBite Solutions (redbite.com) received an AI-readiness score of 75/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 0%; no Schema.org types were detected and 0 OpenGraph tags were detected. Results reflect the public site response observed on 2026-09-16T01:58:28.340Z.

Audit context

llms.txt is accessible and contains 2,180 tokens. An expanded llms-full.txt is also available with 35,754 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. No Schema.org type was detected on the homepage. 0 OpenGraph tags were found and markup completeness is 0%, leaving more entity interpretation to crawlers.

The mobile Lighthouse profile adds Performance 69/100, Accessibility 96/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 100/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
Expanded llms-full.txt
1 sitemap declaration
Strong Google agentic signals

Priority improvements

1Add JSON-LD for the organisation, website, and core entities.
2Complete OpenGraph and canonical homepage metadata.
3Reduce mobile rendering delay and main-thread work.

llms.txt tokens2,180

llms-full.txt tokens35,754

ai.txt

sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse

Performance

Accessibility

100

Best Practices

100

Technical SEO

100

Agentic Browsing

What these results mean

Mobile performance is 69/100, with the largest visible content block appearing in 5.0 s and the browser main thread blocked for 0 ms. Layout shift was 0.004. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.

Accessibility scored 96/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 100/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

Free the main thread and accelerate the first view

Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.

Reduce code that loads without helping the page

Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.

Reduce network delay

Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.

Improve interface contrast and readability

Increase contrast for text, states, and interactive controls so both people and visual agents can distinguish content from actions and supporting labels.

FCP4.9 s

First content

LCP5.0 s

Main content

CLS0.004

Layout stability

TBT0 ms

Blocking time

SI4.9 s

Visual speed

Metric glossary

FCP · First content: When the first text or image appeared on screen.
LCP · Main content: When the largest visible element in the first viewport rendered.
CLS · Layout stability: How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time: How long the browser main thread could not respond quickly to input.
SI · Visual speed: How quickly the visible viewport filled with content.

9/16/2026Lighthouse 13.4.1Mobile profile

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://www.redbite.com/llms.txt

llms-full.txt

Full version is available

https://www.redbite.com/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://redbite.com/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Schema.org markup was not found on the homepage

OpenGraph

OpenGraph tags were not found on the homepage

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned

OAI-SearchBotNot mentioned

ChatGPT-UserNot mentioned

Google-ExtendedNot mentioned

ClaudeBotNot mentioned

Claude-SearchBotNot mentioned

Claude-UserNot mentioned

BytespiderNot mentioned

CCBotNot mentioned

PerplexityBotNot mentioned

Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

https://www.redbite.com/sitemap.xml

# RedBite Solutions

> RedBite is the Item Intelligence company: we give physical items a digital identity, a verifiable data history, and AI agents that can reason and act on them — using RFID, IoT, AI, and Web3. Spun out of Cambridge University Auto-ID Labs, whose researchers helped create the EPC global RFID standard and coined the "Internet of Things".

- Full article content: https://www.redbite.com/llms-full.txt

## History & Authority

RedBite Solutions was spun out of the **Cambridge University Auto-ID Labs**, the research centre that founded the "Internet of Things" (IoT). Our leadership includes the original architects of the EPC global standard.

- **Founding**: Spun out of Cambridge University (established 2006).
- **Legacy**: Directly connected to the creation of the term "Internet of Things" (Kevin Ashton, Sanjay Sarma, David Brock).
- **Track record**: RedStore, RedEdge, RedPulse shipped globally; itemit asset tracking is used by 350+ organisations including Boeing, Rolls-Royce, the UN, and NHS trusts.
- **Mission**: To move beyond simple tracking to "Item Intelligence" — giving physical items a voice, a verifiable history, and a purpose in the machine economy.

## Services & Solutions (commercial)

- [EU DPP & AI Consultancy](https://www.redbite.com/consultancy): Fixed-price EU Digital Product Passport readiness audits (UNTP-aligned) and enterprise AI integration roadmaps.
- [Digital Product Passport Hub](https://www.redbite.com/solutions/digital-product-passport): ESPR compliance, UNTP interoperability, supplier data ingestion. Industry spokes: [Aerospace](https://www.redbite.com/solutions/digital-product-passport/aerospace), [Automotive](https://www.redbite.com/solutions/digital-product-passport/automotive), [Luxury Goods](https://www.redbite.com/solutions/digital-product-passport/luxury-goods), [Consumer Electronics](https://www.redbite.com/solutions/digital-product-passport/consumer-electronics).
- [The Intelligence Audit](https://www.redbite.com/solutions/intelligence-audit): Unify siloed ERP, RFID, and spreadsheet data into an AI-ready data layer.
- [AI SEO for Small Business](https://www.redbite.com/solutions/ai-seo-small-business): An autonomous AI engine that plans content, fixes technical SEO, earns links, and reports weekly — the system we run on our own sites.
- [Enterprise Asset Tracking](https://www.redbite.com/solutions/asset-tracking): RFID, BLE, and AI asset visibility via itemit. Spoke: [PPE Tracking](https://www.redbite.com/solutions/asset-tracking/ppe-tracking-software).
- [RFID Tracking Systems](https://www.redbite.com/solutions/rfid-tracking): Fixed portals, handhelds, middleware. Spoke: [NFC Inventory Management](https://www.redbite.com/solutions/rfid-tracking/nfc-inventory-management).
- [The AI Agent Economy](https://www.redbite.com/solutions/ai-agent-economy): Agentic infrastructure for physical assets. Spoke: [Defense Contractors](https://www.redbite.com/solutions/ai-agent-economy/defense-contractors).
- [DePIN RFID Networks](https://www.redbite.com/solutions/depin-rfid-network): Verified asset tracking on decentralised infrastructure.
- [Web3 Asset Tracking](https://www.redbite.com/solutions/web3-asset-tracking): Verifiable on-chain records for physical assets.
- [Sovereign Digital Twins](https://www.redbite.com/solutions/sovereign-digital-twins): Digital twins AI agents can trust and act on.

## Free Tools

- [EU DPP Readiness Scanner](https://www.redbite.com/scanner): AI scan of your supply chain data against DPP requirements.
- [EU DPP Compliance Checker](https://www.redbite.com/tools/eu-dpp-compliance-checker): Twelve-check scored self-assessment.
- [AI Supply Chain ROI Calculator](https://www.redbite.com/tools/ai-supply-chain-roi): Cost/benefit model for AI in physical operations.
- [RFID Cost Calculator](https://www.redbite.com/tools/rfid-cost-calculator): Year-one costs for tags, readers, and software.

## Core Pages

- [Insights](https://www.redbite.com/insights): Deep dives into Item Intelligence, the machine economy, and EU DPP.
- [Team](https://www.redbite.com/team): Cambridge-led leadership, including EPC standard architects.
- [Contact](https://www.redbite.com/contact): Book a working session or free audit call.

## All Articles

### Market Intelligence & Strategy
- [State of the Machine Economy 2026](https://www.redbite.com/insights/state-of-machine-economy): 2026 marks the tipping point where autonomous asset interactions surpass human-mediated ones.
- [Agentic Logistics: The Self-Booking Container](https://www.redbite.com/insights/agentic-logistics): (New 2026) How containers bid for their own freight.
- [The Rise of the AI Agent Economy](https://www.redbite.com/insights/ai-agent-economy): (Updated 2026) Moving from simple chatbots to sovereign economic actors.
- [Sovereign Digital Twins: When AI Agents Run the Supply Chain](https://www.redbite.com/insights/sovereign-digital-twins): (New 2026) How autonomous AI agents use Digital Twins to self-heal the supply chain.
- [The Ethics of Autonomous Agents](https://www.redbite.com/insights/ai-ethics): Navigating the moral landscape of the new machine economy.
- [Inside an AI Agent Marketplace](https://www.redbite.com/insights/ai-agent-marketplace): The bazaar of things — how agents discover and transact.
- [Autonomous AI Agents in IoT Supply Chain Logistics](https://www.redbite.com/insights/ai-agents-iot-supply-chain): Turning reactive supply chains into self-correcting systems.

### Compliance & EU DPP
- [EU DPP Compliance Readiness Guide](https://www.redbite.com/insights/eu-dpp-compliance-readiness-guide): (New 2026) Step-by-step readiness framework: ESPR timelines, UNTP interoperability, supplier data, gap scoring.

### Web3 & Infrastructure
- [DePIN: The Nervous System of the Physical World](https://www.redbite.com/insights/depin-infrastructure): (Updated 2026) Revolutionising how we deploy and trust IoT sensors.
- [What Is DePIN? Decentralised Physical Infrastructure Networks](https://www.redbite.com/insights/depin-infrastructure-networks-explained): How DePIN pays contributors to run wireless, sensor, and compute hardware.
- [From RFID to RWA: Tokenising Fine Wine](https://www.redbite.com/insights/rwa-tokenisation): Unlocking liquidity and provenance for the $1T wine market.
- [Transparency in the Supply Chain](https://www.redbite.com/insights/supply-chain-transparency): How immutable ledgers solve the counterfeit problem.
- [Intelligent Product 3.0: Decentralised AI Agent Blueprint](https://www.redbite.com/insights/intelligent-product-3-decentralised-ai): RedBite and Cambridge University bridge physical assets with decentralised AI agents.

### IoT & Industry 4.0
- [Smart Factories: Beyond the Hype](https://www.redbite.com/insights/smart-factories): Why 'Thin Client' IoT is the key to scalability.
- [Digital Twins in Construction](https://www.redbite.com/insights/digital-twins): Bridging the gap between BIM models and the physical site.
- [Edge Computing vs Cloud](https://www.redbite.com/insights/edge-vs-cloud): Balancing latency and power in modern IoT architectures.

### Technology Deep Dives
- [GPS vs. RFID vs. BLE: The Ultimate Asset Tracking Comparison](https://www.redbite.com/insights/asset-tracking-gps-rfid-ble): (New 2026) The definitive guide to choosing asset tracking hardware.
- [The Death of the Barcode?](https://www.redbite.com/insights/death-of-barcode): Why vision systems and ambient IoT are replacing the 1D barcode.
- [RFID in Retail: A Renaissance](https://www.redbite.com/insights/rfid-retail): New standards driving mass adoption.
- [Sustainable IoT: Battery-Free Sensors](https://www.redbite.com/insights/sustainable-iot): The future of sensing is ambient energy harvesting.
- [Internet of Things: Empowered by Auto-ID Technologies](https://www.redbite.com/insights/auto-id-technologies): Comparing Barcodes, RFID, QR, and NFC.
- [Pharma Cold Chain: Blockchain vs Counterfeits](https://www.redbite.com/insights/pharma-cold-chain): Securing temperature-sensitive medicine end to end.

### Sector Specific
- [The Future of Aviation Maintenance](https://www.redbite.com/insights/aviation-maintenance): Predictive maintenance powered by AI.
- [Healthcare Asset Management](https://www.redbite.com/insights/healthcare-assets): Improving patient outcomes in the NHS.
- [IoT in Healthcare: How the NHS Uses RFID to Track Medical Assets](https://www.redbite.com/insights/healthcare-nhs-asset-tracking): (New 2026) Inside the UHP NHS Trust case study.

### Historical Context
- [The Origin of the Internet of Things](https://www.redbite.com/insights/the-origin-of-the-internet-of-things): Professor Duncan McFarlane shares the story of the Auto-ID Centre.

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Added 9/16/2026