A free AI discovery scan tests whether your brand appears when potential buyers use AI engines like ChatGPT and Perplexity to research solutions in your category — a discovery phase that increasingly happens before any traditional search. If you're not present in this AI-powered discovery layer, you're being filtered out before the buyer even opens Google.
The buying journey has changed. Understanding how and building for it is not optional.
The AI-First Buying Journey
For B2B software, professional services, and high-consideration consumer purchases, the modern buying journey looks increasingly like this:
- Buyer identifies a problem or need
- Buyer asks ChatGPT or Perplexity: "What are the best tools for [problem]?"
- AI engine provides a synthesized answer naming 3–5 vendors
- Buyer researches those named vendors on Google and company websites
- Buyer contacts or purchases
If your brand doesn't appear in step 3, you never enter the consideration set — regardless of your SEO rank, your ad spend, or the quality of your product.
AI Discovery vs. Traditional Search Discovery
| Discovery Type | User Intent | What's Displayed | Brand Visibility |
|---|---|---|---|
| Google search | Find relevant links | 10 ranked results with brand names visible | High — brand always shown |
| AI answer (ChatGPT) | Get a direct recommendation | Synthesized answer with 0–3 named vendors | High if named, zero if not |
| AI answer (Perplexity) | Research with sources | Answer + cited URLs | High if URL shown, 61.7% ghost rate otherwise |
| AI Overviews | Quick answer | Short synthesis with link cluster | Medium — links visible but synthesized text dominates |
Source Graph as Discovery Engine
The mechanism that drives AI discovery is your source graph — the network of authoritative third-party references that AI engines use to validate and recommend vendors. ChatGPT is trained on a body of text that includes millions of Reddit discussions, Wikipedia articles, G2 reviews, and industry publications. If those sources don't mention your brand in the context of your category, ChatGPT has no basis for including you in vendor recommendations.
Perplexity pulls citations from live sources, with 46.7% coming from Reddit. For B2B tools, subreddit communities like r/entrepreneur, r/sales, r/marketing, and category-specific subreddits are among the highest-leverage citation sources available.
Best For: Pre-Revenue and Early-Growth Startups
AI discovery scan is best for startups and newer brands that aren't yet on buyers' radars. Traditional SEO takes months to years to build authority. Source graph presence on platforms like Reddit can be established in weeks, and the AI discovery payoff is faster.
Building AI Discovery Presence — The 6 Plays
- Citation map: Run your top vendor discovery queries through ChatGPT and Perplexity. See which brands appear and which sources are cited. This is your competitive map.
- Page shape rewrites: Ensure your product and category pages open with direct, citable descriptions of what you do and who it's best for.
- Source-jacking Reddit: Be genuinely helpful in subreddits your buyers use. Authentic, upvoted answers get cited by AI engines.
- Original data: A benchmark report or survey positions you as a thought leader and primary source in your category.
- Entity clarity: Your Wikidata entry should include your category, founding year, key use cases, and website link.
- Attribution tracking: Tag AI-referred traffic and track which sources are sending buyers into your funnel.
Run a free AI visibility scan on your site to see exactly where you stand.
Frequently Asked Questions
How do I get ChatGPT to recommend my product?
ChatGPT recommendations are based on training data. Increasing your presence on platforms ChatGPT was trained on — Reddit, Wikipedia, G2, industry publications — is the most direct path to appearing in vendor recommendations.
Is Reddit really important for B2B AI discovery?
More than most B2B marketers assume. Perplexity sources 46.7% of its citations from Reddit, and ChatGPT training data includes extensive Reddit content. B2B subreddits are high-leverage citation surfaces.
How long does it take to show up in AI vendor recommendations?
Building source graph presence through Reddit and G2 can show measurable results in 4–8 weeks. Wikidata entity creation can have impact within days. Wikipedia and industry publication mentions take longer to establish.