01
Discover demand
Know what customers want.
SuggestAPI captures product searches, discovery behavior, and agent intent while helping shoppers and AI assistants find the right products.
SuggestAPI · Convertmax
Discovery intelligence meets revenue intelligence
From Discovery to Revenue
Make every product search—and every AI recommendation—measurable.
SuggestAPI helps shoppers and AI agents discover your products. Convertmax connects those discovery journeys to customers, marketing campaigns, and revenue. Together you see not just what people and agents are searching for, but which demand turns into revenue.
Product search Agent discovery Customer journey Attribution Revenue
Two complementary layers
One catalog. One customer journey. One revenue story.
Discovery layer
SuggestAPI
Shoppers and agents discover:
- Search
- Autocomplete
- Recommendations
- Products
- Content
- Policies
- Agent commerce
Revenue intelligence layer
Convertmax
Measure:
- Acquisition
- Customer journeys
- Conversions
- Orders
- Revenue
- Attribution
- LTV
- Marketing ROI
SuggestAPI answers what customers and agents are trying to find. Convertmax answers what actually creates customers and revenue. Together they answer which demand you should invest in.
Discover → Measure → Optimize
Three combined jobs
02
Connect demand to revenue
Know what demand is worth.
Convertmax connects discovery activity with acquisition sources, customer journeys, conversions, orders, and revenue.
03
Optimize for revenue
Improve what happens next.
Use revenue outcomes to improve marketing investment, merchandising, recommendations, and discovery.
Human product discovery
Search becomes part of the attribution story.
A shopper arrives from an ad, searches “waterproof hiking boots,” clicks a product, and checks out. SuggestAPI handles the discovery experience. Convertmax keeps the revenue journey.
Instead of stopping at search → click, you can see campaign → visitor → search → product → order → revenue. Internal search stops being a dark funnel.
“waterproof hiking boots” is no longer 382 searches and a 17% CTR. It is revenue, attributed ROAS, and LTV.
Campaign → visitor
SuggestAPI search
Product → cart → order
Convertmax revenue
Demand
Query → intent
Demand intelligence
Search queries are first-party declarations of intent.
Someone searching “enterprise accounting software” is a stronger signal than a visit to /products. SuggestAPI can expose those signals to Convertmax against source, campaign, intent, product, customer, and revenue.
- Which campaigns generate searches for our highest-margin products?
- Which products are customers looking for but failing to find?
- Which search terms generate the most revenue?
- What demand are we generating that inventory isn’t satisfying?
- Which paid campaigns produce browsing versus actual product intent?
Agentic commerce attribution
Know which AI agents actually create revenue.
Traffic from ChatGPT is not enough. Merchants need what the agent searched, what it recommended, which session converted, and whether AI created demand or captured it from somewhere else.
SuggestAPI provides the discovery evidence. Convertmax provides the revenue evidence—including agentic source, protocol, and channel on the conversion. Together: agent discovery → agent attribution → agent revenue intelligence.
- What did ChatGPT shoppers search for?
- Which products did agents recommend?
- Which agentic discovery sessions converted?
- What revenue did Gemini influence?
- Is AI creating demand, or capturing demand created elsewhere?
ChatGPT · Gemini · shopping agents
Discovery
SuggestAPI Agent Discovery
Search · compare · recommend · handoff
Merchant checkout → order
Agentic attribution
Convertmax revenue
Closed loop
Revenue-aware discovery.
Reporting is the start, not the product. Discovery signals flow into Convertmax. Revenue outcomes flow back into merchandising, recommendations, and ranking in SuggestAPI.
Day one is insight: customers searching “waterproof work boots” who buy Product B generate higher LTV than those who buy Product A. The merchant changes ranking. Later, those signals can rank automatically—conversion rate, revenue per search, margin, repeat purchase, LTV—not only CTR and popularity.
Better discovery → more of the demand that creates revenue.
SuggestAPI discovery
Convertmax journeys & revenue
Revenue signals
Better ranking & merchandising
Ask Max
Discovery questions, answered against revenue.
When SuggestAPI discovery events sit in the Convertmax Revenue Graph, Max can answer demand questions—not only channel metrics.
- “Which product searches generated the most revenue last month?”
- “What are customers searching for that we don’t sell?”
- “Which paid campaigns produce the highest-value search intent?”
- “Which products are ChatGPT users asking for?”
- “How much revenue came from agent-assisted discovery?”
- “Which products are recommended by agents but rarely purchased?”
Understand what creates revenue
Connect discovery to the rest of the journey.
Keep the catalog and search you already run. Add SuggestAPI for shoppers and agents. Let Convertmax show which of those journeys pay.