Client portfolio
Selected brands we’ve helped place
Each profile shows the working record of a Machine Relations program: placements we helped secure, queries we helped them rank for, and the citation network built around the category they want to own.
30 brands
- TechDA 94
Lightfield
AI-native CRM
Lightfield AI CRM is built by Tome's founders, Keith Peiris and Henri Liriani. It launched in November 2025 and raised a $47M Series A led by Andreessen Horowitz in September 2026. The product updates its own records from calls, email and meetings so agents can run outbound, flag at-risk deals and prioritise work.
9 results · 603 outlets reachedProfile → - AI InfrastructureDA 94
Firecrawl
The web data API for AI
Firecrawl turns the live web into LLM-ready markdown and structured data through one API, covering search, scrape and browser interaction. It was started in 2022 by the Mendable team in Y Combinator and is based in San Francisco; Firecrawl publishes $16.2M in total funding, more than 150,000 GitHub stars and more than 150,000 companies using it, as of September 24, 2026. SF Weekly reported production use at Apple, Canva and Lovable. This profile answers what buyers ask about Firecrawl — who built it, what it costs, who runs it in production and how reliable it is — from Firecrawl's own published pages and named third-party coverage.
8 results · 8 outlets reachedProfile → - Retail Health and Personal Care ProductsDA 92
Sesh+
Nicotine, Upgraded.
Sesh+ sells tobacco-free nicotine pouches for adults 21 and over. Fortune reported in September 2025 that Sesh raised $40 million from 8VC, Post Malone and Diplo, that its formula was developed by Thomas Ericsson — the inventor of Zyn — and that the company had 30 employees and availability in more than 5,000 stores across the US and Canada.
6 results · 6 outlets reachedProfile → - Fashion ecommerceDA 93
SPREEAI
AI try-on, fit guidance and outfit intelligence for fashion retail
SPREEAI builds virtual try-on technology for fashion brands and retailers, combining photorealistic garment visualisation with size guidance and outfit recommendations. The company describes its platform as three linked capabilities: see it, know it, style it.
6 results · 6 outlets reachedProfile → - AI-led inbound salesDA 93
1mind
AI sales agents that redefine B2B engagement.
1mind builds AI 'Superhumans' — photorealistic, voice-enabled digital teammates that qualify leads, deliver demos, handle objections and support live sales calls across websites, products and video calls. Founded by Amanda Kahlow, founder and former CEO of 6sense, the company publicly launched on November 10, 2025 with $40 million in total funding, including a $30 million Series A led by Battery Ventures. 1mind names HubSpot, ZoomInfo, Pipedrive, Alteryx, Experity, Graylog and Winning by Design among its customers.
3 results · 3 outlets reachedProfile → - CybersecurityDA 70
CybeReady
Automated training for real-world cyber readiness
CybeReady provides a fully automated cybersecurity awareness training platform that uses a machine-learning engine to deliver continuous, adaptive drills and phishing simulations rather than annual compliance modules. CybeReady says it was born in 2015 and now protects thousands of customers across 80 countries, and its own announcements place the company's headquarters in Tel Aviv, Israel, with offices in Silicon Valley. The platform emphasizes building employee instincts over checking a compliance box.
3 results · 3 outlets reachedProfile → - Computer and Network SecurityDA 88
OpenVPN
Zero Trust network access, self-hosted or cloud-managed
OpenVPN Inc. builds business secure-access products on the open-source OpenVPN protocol, offered self-hosted or as a cloud-managed service. The company says it is trusted by more than 20,000 organizations and has been operating for over two decades.
3 results · 3 outlets reachedProfile → - Customer EngagementDA 94
Brevo
The complete customer engagement platform
Brevo (formerly Sendinblue) is a customer engagement platform combining email, SMS, WhatsApp, marketing automation, CRM and transactional messaging in one workspace. Brevo says it was founded in 2012 by Armand Thiberge and serves 600,000 customers globally, and announced a €500 million financing round in December 2025 that it described as making it a unicorn.
2 results · 868 outlets reachedProfile → - FurnitureDA 91
Chromcraft
Swivel-tilt caster dining chairs, factory-direct
Chromcraft makes customizable casual dining furniture, built around the swivel-tilt caster chair and extendable tables, sold factory-direct. The company dates its furniture heritage to 1908 and its 'comfort in motion' swivel-tilt line to 1937.
2 results · 1 outlet reachedProfile → - HealthcareDA 76
Curefundr
Direct cancer research funding
Curefundr is a crowdfunding platform built exclusively for direct cancer research funding; its founder describes it as the first of its kind in the country, a claim reported by LA Weekly as her description rather than established independently. It bypasses the traditional grant pipeline, letting donors back specific researchers and projects with full transparency on where their money goes: Curefundr publishes that 93% of a donation reaches the researcher's lab and project and the remaining 7% is a platform fee covering project vetting and platform operations, read September 27, 2026. Founder and president Scarlett Cohan started the platform after watching a close family member fight through advanced cancer, as LA Weekly reported.
2 results · 2 outlets reachedProfile → - Government ContractingDA 94
FCE Benefits
Trusted benefits compliance experts for government contractors
FCE Benefit Administrators, Inc. is a third-party administrator and employee benefits firm that designs, implements and administers compliant fringe benefit plans for local, state and federal government contractors, including AbilityOne clients. FCE says it has been serving Service Contract Act and JWOD contract organizations since 1988, with over 30 years of experience.
2 results · 2 outlets reachedProfile → - Travel TechDA 88
Oversee
AI growth engine for travel
Oversee, formerly FairFly, sells AI-driven travel spend optimization to corporate travel programs and travel businesses — air and hotel reshopping, price assurance and servicing automation. Oversee's own about page says more than half of the Fortune 500 use it, that it manages over $14 billion in booking volume a year and serves 60+ countries.
2 results · 2 outlets reachedProfile → - Construction TechDA 94
Remi Roofing
Roofing without worry
Remi is a roofing marketplace for homeowners and solar installers whose quoted price is the price the homeowner pays: the Remi Price Guarantee absorbs rotted decking, fascia, flashing, pipe boots, attic vents, the extra labor those repairs take, and mid-project materials price increases, so hidden damage does not become a change order. Every Remi roof includes a five-year workmanship warranty and a manufacturer's limited-lifetime material warranty, with a two-year penetration warranty on solar reinstalls. Remi is a preferred roofing partner of Sunrun for solar removal and reinstall.
2 results · 2 outlets reachedProfile → - Agency OperationsDA 92
Wayfront
Client portal infrastructure for productized agencies.
Wayfront is client portal software for digital agencies selling repeatable productized services, keeping the client portal, checkout, invoices, intake, orders, projects, support, CRM and reporting on the same client record. It was founded in 2014 as Service Provider Pro and rebranded as Wayfront in 2026, is operated by Client Solutions Ltd, and the company publishes that it never took outside investment and was profitable from close to day one. Agencies using it have sold and delivered over $500M in client services, by Wayfront's own count.
2 results · 2 outlets reachedProfile → - Mortgage LendingDA 94
1RATE
Wholesale mortgage brokerage for DC, Maryland and Virginia
1RATE is a wholesale mortgage broker serving buyers in DC, Maryland and Virginia. It shops a loan across multiple wholesale lenders rather than pricing it in-house, and markets itself on closing speed — its own site says it clears loans in as little as 15 to 21 days.
1 result · 609 outlets reachedProfile → - CRM SoftwareDA 91
Attio
Next-gen CRM, built on real relationship data
Attio is the AI-native CRM built on a flexible data model that ingests email and calendar data automatically, so teams stand up a working system in minutes instead of months. It was co-founded by Nicolas Sharp (CEO) and Alexander Christie (CTO), is registered in London, and has raised $116 million to date, including a $52 million Series B led by GV with Redpoint Ventures, Balderton Capital, Point Nine and 01A participating, announced August 2025. Attio targets the operator who has outgrown Salesforce and HubSpot complexity but needs more than a spreadsheet.
1 result · 1 outlet reachedProfile → - AI ResearchDA 87
Automorph Inc.
AI research for self-shaping systems
Automorph, Inc. is an independent, US-based AI research lab founded in 2024 that studies emergence, self-organization and automorphic systems — systems that autonomously reorganize, modify and evolve their own structure and behavior. Its work centers on building the mathematics of adaptation across scales, published openly through the Six Birds program of preprints on emergence calculus, including the open-access Six Birds: Foundations of Emergence Calculus. Automorph is a research lab, not a product company, and this profile reports only what Automorph publishes about itself.
1 result · 1 outlet reachedProfile → - EcommerceDA 91
Commerce
AI-driven solutions for next-gen ecommerce.
Commerce.com, Inc. is the parent company of BigCommerce, Feedonomics and Makeswift. It was formed on 31 July 2025 when BigCommerce Holdings, Inc. renamed itself and launched Commerce as a parent brand; its shares trade on Nasdaq as CMRC. Travis Hess is CEO, and the company is headquartered in Austin, Texas.
1 result · 1 outlet reachedProfile → - GovCon SoftwareDA 94
GC Finder
Federal opportunity search and bid workflow, built on SAM.gov
Gov Contract Finder is a government-contracting platform that indexes federal opportunities from SAM.gov, alerts on saved searches, and organises bid-response work in one place. Its AI feature assists proposal preparation — reviewing source documents and drafting — rather than deciding what to bid.
1 result · 565 outlets reachedProfile → - Healthcare LogisticsDA 45
NeSPaT
New Standard of Patient Travel
NeSPaT (New Standard of Patient Travel) provides end-to-end participant logistics built only for clinical trials: transfers, accommodation, biomaterial sample delivery, home nursing, direct-to-patient delivery, stipend payments and participant expense reimbursement, for sponsors and CROs. NeSPaT publishes that it operates in 50+ countries across all continents and guarantees payment within 2 business days of a complete order, read September 24, 2026. The parent company has organized corporate travel since 2004; first patient transport orders came in 2013, and the NeSPaT brand was created in 2017.
1 result · 1 outlet reachedProfile → - EyewearDA 92
Noonshop.com
Precision fit eyewear for every face shape.
Noon Shop Eyewear was founded by ophthalmologist Anna Park, M.D. to make frames that fit faces the industry designs around — low-bridge noses, higher cheekbones, wider and narrower shapes. Its Steel Brown, Dormann and DeNova lines were sold in Korea before launching in the United States, and its frames are handcrafted in Germany or South Korea.
1 result · 1 outlet reachedProfile → - Venture StudioDA 93
Qatlama LTD
AppLayerAI, a venture studio for AI-native companies
Qatlama LTD is a London-based, builder-led venture studio operating as AppLayerAI (Application Layer AI Venture Studio). Its site says it prototypes, funds and scales AI-native businesses, with founder Furkat Kasimov.
1 result · 1 outlet reachedProfile → - AI VisibilityDA 91
Qwairy
Monitor and improve how AI engines describe your brand
Qwairy is a GEO platform that tracks how brands are mentioned and cited across AI answer engines, then reports what to change. Founded by three French entrepreneurs — Luca Fancello, Nicolas Ilhe and Aimé Dushimire — it monitors ten AI surfaces including ChatGPT, Gemini, Perplexity, Claude and Google's AI Overview.
1 result · 1 outlet reachedProfile → - Software DevelopmentDA 91
Rankscale GmbH
Optimize your AI visibility with precision.
Rankscale GmbH is a software-as-a-service platform that helps businesses analyze and assess their visibility in AI-driven search environments and large language models. Rankscale publishes coverage of 17+ engines including ChatGPT, Perplexity, Claude, Gemini and Google AI Overviews, and sells to agencies, enterprises and multi-brand SEO teams running GEO and AEO programs. The company is registered in Vienna, Austria, Firmenbuch number 658253w, registered July 22, 2025.
1 result · 1 outlet reachedProfile → - Revenue OperationsDA 91
Reevo
The AI-native sales platform
Reevo sells an AI-native sales platform — prospecting, engagement, deal execution and forecasting on one shared context layer, positioned as a CRM complete enough to retire the rest of the sales stack. Reevo announced an $80M round from Khosla Ventures and Kleiner Perkins, and its about page says its founders come from DoorDash, Stripe, Amazon, Affirm and Square.
1 result · 1 outlet reachedProfile → - Marketing ServicesDA 91
Sitefire
Optimize content for AI agent visibility
Sitefire is a Generative Engine Optimization platform that helps companies improve their visibility in AI-generated answers, tracking and winning leads across ChatGPT, Gemini, Perplexity, Claude and more. It is operated by pulse Energy GmbH of Munich, Germany, per the company's own legal imprint, with a US affiliate in Delaware. Sitefire publishes no funding round, investor or valuation.
1 result · 1 outlet reachedProfile → - CybersecurityDA 83
TSC Security
Make security your competitive advantage.
TSC Security provides embedded, fractional security leadership — virtual CISO services, SOC 2 and ISO 27001 readiness, and HIPAA compliance — to startups and growing SaaS companies. Its stated aim is that security stops being the reason a deal stalls.
1 result · 1 outlet reachedProfile → - AI Visibility SoftwareDA 83
WELLOWS
The Result Crafter for AI search
Wellows is an AI visibility platform that tracks where a brand is cited across ChatGPT, Gemini, Perplexity, Google AI Overviews and Google AI Mode, then ranks the content and outreach moves that close the gap. Plans run from $29 to $497 a month with a 7-day free trial, as published on Wellows's pricing page on October 7, 2026.
1 result · 1 outlet reachedProfile → - Digital MediaDA 92
ZeroTen Media Inc
AI Video Skills for the Modern Creator
ZeroTen Media Inc operates AI Video Bootcamp, a structured 9-phase online course and Skool community teaching AI image and video creation with tools including Kling AI, Runway, Pika, Midjourney and DALL-E, and taking members from beginner to monetization through freelancing, UGC, faceless channels and agency work. AI Video Bootcamp publishes 25,000+ members and a $9 monthly or $55 annual price as of September 24, 2026, and Skool itself gives the community a Top 1% badge. Membership is a live counter, so read the number as the date it was read.
1 result · 1 outlet reachedProfile → - Online TradingDA 83
Zuperior FX Limited
Think Superior. Trade Zuperior.
Zuperior FX Limited runs Zuperior, an online forex and CFD trading platform offering more than 100 global assets across forex, stocks, commodities and indices through its own web terminal and MetaTrader 5. The company states it is registered in Saint Lucia and does not serve residents of the United States, the UAE and several other jurisdictions.
1 result · 1 outlet reachedProfile →