B2B AI
Discovery
Be the company B2B buyers discover when they turn to AI tools to find new vendors.
By the Numbers
2-4
vendors AI typically names per buyer query
74%
of executives use AI to research B2B vendors
90-day
window to see first AI discovery signals
Discovery Has Moved to AI
Vendor discovery used to start in Google or in industry analyst reports. It now starts in AI search tools, and the discovery happens in seconds rather than days. B2B AI discovery is the work of making sure that when a buyer asks ChatGPT, Perplexity, or Gemini to surface options for a problem, your company is on the list.
The implications are bigger than they first appear. Discovery used to be a slow process where vendors had multiple chances to be noticed: through search, ads, referrals, and analyst conversations. AI compresses that into a single output. The AI hands the buyer a short list of two to four vendors. Everyone else has to fight upstream to get noticed later.
What AI discovery favors:
- Companies with clear category positioning. AI engines need to know what bucket you belong in.
- Original published content. Research, benchmarks, perspective pieces give engines material to reference.
- Distributed authority signals. Mentions in third-party sources, reviews, and press all reinforce inclusion.
- Strong entity definition. Schema markup, Wikidata, and Knowledge Graph signals tell AI engines exactly who you are.
- Specific use case anchoring. AI engines often discover vendors by specific use case, not generic category.
What we build:
- An entity foundation: Wikidata, Knowledge Graph, schema markup, consistent NAP across surfaces.
- A category positioning rewrite that AI engines can repeat back cleanly.
- Use-case-specific pages designed to be discovered for narrow searches.
- A press and citation strategy that gets you mentioned in the publications AI engines weight.
- Continuous discovery audits across all major AI engines.
The early-mover effect. Categories that have not been claimed in AI discovery yet are massively winnable. The first vendor to anchor as the answer for a specific use case typically holds that position for years, because AI engines rely on consistent signals and few competitors are building them. Series A and B companies have a real chance to leapfrog incumbents here, if they move now.
74% of B2B executives use AI for vendor research. The discovery moment is the highest-leverage moment in the funnel because everything downstream depends on whether you made the short list. B2B AI discovery is how you make sure you do. Earned, not bought. Be the answer, not just a result.