An additional offer, not a substitute for the experiment.
Discovery brings the offer into consideration. It does not establish that an agent will choose it, a customer will buy it or the product will deliver. The experiment sprint addresses the decision; this work addresses the route to it.
SEO means search engine optimisation. AEO focuses on answer engines; GEO on visibility in generative AI responses. Go-to-market work connects those channels to the audience, buying problem and commercial offer.
What your team receives.
- Channel and discovery audit: where buyers research, what they can find and which eligibility gaps matter.
- Positioning and content roadmap: priority jobs, buying questions, comparisons and evidence mapped to pages.
- Scoped content and implementation briefs: specific messages, product facts and acceptance criteria—not an unlimited content retainer.
- Measurement plan and readout: discovery signals, their limits and downstream metrics when access permits.
Discovery begins with eligibility.
An agent cannot select an endpoint it cannot access or a product that fails the job’s constraints. Start with the channel, catalog requirements, capabilities and price information available to the buyer.
SEO, AEO and GEO address parts of discovery. Marketplace presence, integration readiness and direct endpoint documentation need their own review. A citation does not tell us whether a purchase happened.
Is this the decision your team needs to make?
Share the product, current friction and target outcome. We’ll establish fit and agree a useful scope before paid work.
Build content from the offer that survives testing.
Once the right offer is supported, content helps the right buyer discover and evaluate it. Do not produce a large content library around an offer we have not understood.
- Job and use-case pages grounded in actual capabilities.
- Comparison content that shows costs, constraints and alternatives fairly.
- Clear pricing, output examples, integration guidance and evidence.
- Answerable research summaries, structured data and crawlable service facts.
The product experience must keep the promise.
For people, this can mean clearer onboarding, fewer procurement questions and a shorter path to first value. For agents, it can mean usable outputs, reliable errors, explicit limits and successful execution.
We connect offer research to UX and product analytics so your team can identify the right intervention and measure it. A wider redesign or growth programme is scoped after the findings.
Measure the stages separately.
This makes the bottleneck visible. It also prevents a visibility gain from being presented as a revenue result.
- Eligibility and discovery.
- Evaluation and selection.
- Purchase or authorisation.
- Successful execution and customer activation.
- Repeat use, contribution margin and retention.