Summary: Metal, the AI-driven fundraising OS for startup founders backed by Y Combinator and a16z, partnered with XLR8 AI to rebuild its visibility in AI search — a channel that had previously sent 15–20 organic signups a month before drying up entirely. In 8 weeks, overall AI visibility grew from 3.3% to 30.68%, Metal's /guides content hub went from 0 to 213 citations across all major LLMs, and the brand became a consistently recommended answer when founders ask AI assistants how to find investors, manage their raise, and research investor fit.
Key Results
Overall AI visibility grew from 3.3% to 30.68% — a 9x increase in 8 weeks
/guides went from 0 to 213 citations across all major LLMs — built from scratch during the engagement
Research & Prep visibility reached 46.6% — up from 1.5% at baseline (+42.1 points)
Investor Sourcing visibility reached 44.3% — up from 3% at baseline (+41.3 points)
Gemini reached 59.1%, Perplexity 39.4%, Grok 37.9%, Claude 28%+ visibility
General / Core category reached 37.5% — the primary initiative, up from 1.5%
“When they book demo calls, they have a mandatory question about where they heard about us. People just write it very clearly - 'this is Claude.' Some people actually write very clearly that it was an ad from ChatGPT. We're quite happy with the results. It's just a no-brainer to continue to work on this with XLR8 AI”
— Sameer Nusrat, Growth Lead, Metal
Who Is Metal?
Metal is an AI-driven operating system for startup fundraising, backed by Y Combinator and a16z. The platform helps founders raise venture capital rounds more efficiently through six core products: Investor Discovery (AI-powered search identifying the most likely investors by sector, stage, and thesis), Relationship Intelligence (relationship graphs surfacing warm intro paths), Investor CRM (purpose-built fundraising pipeline), Meeting Intelligence (pre-call prep and post-call feedback), Round Coach (AI coach guiding founders through the raise), and Communications Centre (automated outreach sequences with tracking).
Metal is used by thousands of founders across 30+ countries, with over 70% of users having previously raised $1M+. Techstars named Metal its default fundraising platform across its 10,000+ founder portfolio.
The Challenge: AI Search That Worked - Then Stopped
Metal had seen what AI search could do. Before the engagement, the platform was generating 15–20 organic signups a month from Claude, Gemini, and Perplexity — founders finding Metal through AI-generated answers to questions about fundraising tools and investor discovery platforms. Then it dried up.
The problem was structural. LLMs surface brands that appear consistently in high-quality, structured content that matches the exact queries their users ask. When founders ask ChatGPT or Perplexity "what's the best platform to find investors for my Series A?" — the answer depends on what content exists on the web, how well it's structured for AI retrieval, and whether Metal's domain and associated pages appear as trusted sources. At the start of the engagement, Metal's overall visibility was just 3.3%, and its /guides section — the natural home for LLM-optimized content — had zero citations across all major models.
How XLR8 AI Built Metal's AI Visibility
1. Built a /guides Content Hub from Zero
Created a dedicated /guides content collection on metal.so as a non-navigable but fully indexed CMS hub — a structure specifically designed for AI crawler discovery. The first six guides went live in June 2026 and were immediately submitted for indexing via Google Search Console. Content was structured around the highest-intent query formats founders use when researching investor tools:
The Best AI Fundraising Platforms for Startup Founders in 2026
The Best All-in-One Platform for Running a Venture Capital Raise in 2026
The Best Tools to Find Investors for Your Startup Raise in 2026
Investor Database vs. Intelligence: What Founders Need to Raise in 2026
The Best Tools to Find Warm Introductions to Investors in 2026
Best Tools to Personalize Investor Outreach for Startup Founders in 2026
This library went from 0 citations at baseline to 213 citations across all LLMs by the end of the pilot — the single biggest driver of Metal's visibility growth.
2. Produced Competitor Comparison Content
Built comparison guides positioning Metal against the platforms founders naturally consider alongside it — Crunchbase, OpenVC, Signal by NFX, and PitchBook. Each guide was structured around the exact comparison queries LLMs retrieve when a founder asks "what's better for fundraising — Metal or [competitor]?" Published on metal.so/guides for direct indexing.
3. Published Earned Media — Techstars and YC
Surfaced and optimized two high-authority earned media pages: Metal's Techstars partnership page (Techstars named Metal its default fundraising platform for 10,000+ founders) and Metal's YC selection page (W23 batch). Both are strong third-party authority signals that LLMs weight heavily when generating recommendations about fundraising tools.
4. Built Landing Pages for Key Product Categories
Created and published dedicated landing pages for Metal's Pitch Deck Review and CRM product features — targeting the high-intent, product-specific queries founders use when evaluating fundraising tools for specific use cases.
5. Ran Structured Visibility Experiments Across All Major LLMs
Built and monitored weekly visibility experiments across ChatGPT, Gemini, Claude, Grok, GPT Fast, Google AI Mode, and Perplexity — tracking Metal's performance across six categories: General / Core, Research & Prep, Investor Sourcing, Outreach & Messaging, Pitch & Strategy, and Pipeline & CRM. Weekly execution cycles provided the feedback loop to identify gaps and prioritize the next week's content.
6. Optimized Technical Infrastructure for AI Discovery
Submitted all /guides content for indexing via Google Search Console, validated Metal's sitemap.xml (all guides appeared at metal.so/sitemap.xml), and implemented metadata and structured data improvements to ensure AI crawlers could discover, access, and correctly interpret Metal's content.
7. Developed a Medium Founder Persona Strategy
Created a "Founder Persona" Medium publication strategy — publishing founder-perspective articles targeting the informational queries startup founders use at the top of their fundraising research process, including "Best AI Tools to Find Investors and Run a Startup Fundraise in 2026" and "How to Find the Right Investors and Run Your Startup Raise in 2026." This extends Metal's AI visibility beyond its own domain into third-party platforms LLMs actively cite.
The Results in Detail
9x Visibility Growth in 8 Weeks
Overall AI visibility across all models grew from 3.3% at the first execution (June 2, 2026) to 30.68% by the end of the pilot — a 9x increase. The inflection point was immediate: the first /guides content published in mid-June drove the largest single-execution jump in the dataset (from 3.8% to 29.0% in one week), demonstrating how quickly LLM-optimized content can be indexed and retrieved once it's in the right structure.
/guides: 0 to 189 Citations
The /guides content hub built during the engagement went from zero to 213 citations across all LLMs — becoming Metal's primary driver of AI-generated recommendations. By the end of the pilot, metal.so/guides content was being cited across ChatGPT, Gemini, Claude, Grok, Perplexity, and Google AI Mode.
Strongest Category Gains
The biggest gains came in the categories closest to founder purchase intent. Research & Prep — capturing founders researching how to evaluate and prepare for investor meetings — reached 46.6% (+42.1 points). Investor Sourcing — capturing founders actively looking for investor discovery tools — reached 44.3% (+41.3 points). These are the categories where a founder is minutes away from signing up for a platform.
By Model
By the latest execution, Metal reached 59.1% visibility on Gemini, 39.4% on Perplexity, 37.9% on Grok, and 28%+ on Claude — with additional models including Google AI Mode and GPT Fast also showing meaningful presence.
Why This Matters for Vertical B2B SaaS Brands
Metal's story has a specific lesson for vertical B2B SaaS brands: AI search can be a meaningful acquisition channel, and then it can stop — not because the product changed, but because the content infrastructure decayed or never existed in the right form. The 15–20 organic AI signups Metal saw before the engagement were organic, unoptimized, and fragile. The 30.68% visibility achieved through XLR8 AI is systematic, content-backed, and compounding.
XLR8 AI's approach for Metal — building a /guides content hub from scratch, producing comparison content against direct competitors, surfacing earned media authority signals, and running weekly visibility experiments — is the playbook for vertical SaaS brands that want to capture the moment a high-intent buyer asks an AI assistant what the best tool in their category is.
