A new tool called In the Weights is giving individuals and brands a way to measure how prominent they are inside AI model training data, functioning as a kind of AI-era equivalent of Googling yourself.
The Details
The platform generates a score reflecting how well-represented a person, company, or brand is within the weights of large language models. Unlike traditional search rankings, which measure visibility on the open web, this metric attempts to quantify how deeply a subject is embedded in the knowledge AI systems actually draw from when generating responses.
Key points about the tool:
- It surfaces a numeric score based on how frequently and accurately AI models reference a given entity
- The concept taps into growing awareness that AI model knowledge differs significantly from real-time web indexing
- Brands with low scores may find AI assistants giving incomplete or inaccurate information about them to end users
"So ... what's your In the Weights score?" has quickly become a talking point in tech circles, signaling how seriously companies are starting to take AI-native discoverability.
The tool arrives as AI assistants become the first stop for information rather than traditional search engines, making training data presence a new form of competitive visibility.
Why This Matters for Service Providers
For MSPs and telecom resellers, this concept has a direct business implication: if your brand or your clients' brands are poorly represented in AI training data, AI assistants will either get details wrong or skip you entirely when a prospect asks for recommendations.
As more small and mid-size businesses rely on AI tools to research vendors, find local service providers, and evaluate options, being "in the weights" could become as important as having a strong Google presence was a decade ago.
The actionable takeaway: service providers who are building out AI-driven offerings, including white-label AI voice agents, should also be thinking about how their brand is represented inside AI systems, not just on their website or social profiles.
Clients who deploy AI voice agents and AI-facing tools will increasingly need guidance on AI discoverability as part of their broader digital strategy. This is a potential upsell conversation waiting to happen.
Looking Ahead
Watch for more tools targeting AI-native brand visibility to emerge as the market matures; early movers who understand this shift will have an advantage both in their own positioning and in advising clients. If In the Weights gains traction, expect AI SEO to become a standard line item in digital strategy budgets within the next 12 to 18 months.
For the full story, read the original article on TechCrunch AI.
