Be the answer buyers find, across search, AI and community.

What this pillar actually covers
Discover is the pillar that decides whether a buyer ever encounters you. It covers the three places a SaaS buyer forms a shortlist: conventional search, AI assistants, and the communities and review platforms where practitioners talk to each other. In practice those three are one problem, because the assistants build their answers largely out of the other two.
That is the structural change worth understanding. Ten years ago discovery meant ranking. Today an assistant sits between the buyer and the results, retrieves a handful of sources, and writes an answer. Most of those sources are not yours: an analysis of 5.7 million citation links across B2B SaaS prompts found the ten most-cited domains carry over a third of all citations, and eight of the ten are sites a vendor does not own.
So Discover is not a content function. It is the work of becoming the thing that gets said about your category, on the sources that get quoted, in language a model can extract and a buyer can act on.
The questions Discover exists to answer
If you cannot answer these from data you already have, that is the gap. The reading beside each one is what a poor answer usually means.
When a buyer asks an assistant for tools in your category, are you named?
If you are not, the problem is usually that the sources those assistants retrieve, community threads and review listings, do not mention you, rather than anything about your site.
Do you know which domains own the citations in your category?
Almost nobody does, and it is measurable. Without it, a discovery programme is optimising the site while the citations sit somewhere else entirely.
Is what the assistants say about you accurate?
Being visible and described wrongly is worse than being invisible. Stale pricing on a review listing propagates into answers you never see.
Does your visibility survive the third turn of a conversation?
Buyers narrow. Most SaaS sites are thin on qualification content, so they win the category question and disappear when the buyer asks about team size or migration.
Are your organic rankings still translating into visits?
AI Overviews answer on the results page. Flat rankings with falling clicks is the signature, and it is a discovery problem rather than an SEO failure.
Would a practitioner in your category recommend you unprompted?
This is the one that cannot be bought. It is a product and support outcome as much as a marketing one, and we will say so where it is the real constraint.
What leaks when Discover is neglected
The four pillars are interdependent. Under-invest in one and the cost shows up in the others, usually somewhere nobody is looking.
Convert works harder for less
Weak discovery pushes acquisition onto paid, which raises CAC and puts conversion under pressure it should not be carrying.
Attribution gets murkier
Assistant surfaces mostly send no referrer. The less of your discovery you understand, the more of your pipeline arrives as direct traffic nobody can explain.
Grow has a smaller base to compound
Expansion and retention programmes work on the customers acquisition delivered. Thin discovery caps the whole system a year later.
Competitors define your category for you
The description an assistant gives of your category comes from whoever published it clearly. That framing is durable and it is hard to displace.
What the first ninety days produce
- 1A frozen prompt set for your category and a declared competitor set, so every number afterwards has a stable denominator.
- 2A baseline across all eight AI surfaces, scored against our published measurement standard, reported per platform rather than blended.
- 3The source concentration map: which domains actually own citations in your category, measured rather than assumed.
- 4A ranked list of the accuracy failures and where each one originates, which is usually a third-party listing you control.
- 5A roadmap ordered by damage done, separating what can move this quarter from what compounds over a year.
How we help with Discover
We help you and your team master this pillar, from strategy to results.
SEO
Technical, on-page and authority strategy so you rank where buyers search.
ExploreAI search optimisation
Be cited by ChatGPT, Perplexity, Claude and Google AI Overviews, not just ranked on a shrinking page.
ExploreContent & community
Content and community presence that shapes the buyer shortlist before sales is ever involved.
Explore