Be the answer every agent gives.
Deploy your own agent, armed with Inception Points — the rich, structured data built from your catalog. It meets every visiting agent with complete, current, platform-native facts, and wins the recommendation in your words.
A real agent, armed with your data, your tools, your actions.
When an agent evaluates your product, yours makes sure it reads the complete, structured picture — Inception Points, not scraped HTML.
You don't trick the agent. You give it the clearest, most complete data in the category — so the honest recommendation is you.
What agents see with vs without your agent.
<div class="content">...
"@type": "Product",
Without you, an agent lands on a shell of unstructured markup — it guesses at price, can't confirm stock, and names a competitor. With Inception Points, it reads clear, structured, platform-tailored facts it can act on.
Same product. Same moment. A completely different answer — and it names you.
Three systems make your catalog the answer.
Rich structured data the agent can trust. Native protocols every platform speaks. Per-platform tuning that compounds.
Your agent speaks every AI platform's language.
ChatGPT
Full ACP protocol compliance. Express checkout flows. Stable URL paths optimized for ChatGPT's browsing patterns.
Claude
Native MCP server integration. Structured tool calling at 99% reliability. Limitations section and honesty signals that Claude values.
Gemini / Google
UCP protocol compliance. JSON-LD optimization that Gemini extracts first. YAML frontmatter that programs the ReAct loop. <200ms responses.
Perplexity
Enriched responses optimized for citation. Table-free content that converts to individual citation spans. Crawlability-first architecture.
Copilot
JSON-first responses. GTIN entity resolution for Knowledge Graph matching. Conditional GET support. Limitations as positive trust signals.
Grok
llms.txt-first discovery. Timestamp-rich responses that Grok rewards for freshness. Fast answers that earn Harper's parallel fetch budget.
Six merchant outcomes from a winning agent.
Serve every AI platform natively
ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot — each gets content formatted for its specific evaluation model, not a generic fallback.
Always current
Real-time pricing and inventory. Variants synced by webhook within seconds. Agents never recommend a stock-out or quote a stale price.
Win honest comparisons
Claude and Gemini catch inflated claims. Your agent wins by presenting complete, balanced competitive positioning — including limitations, which agents score as a trust signal.
Track every evaluation signal
Know which JSON-LD fields drove the recommendation, which variant the agent picked, which competitor it chose you over. Signal granularity your analytics never had.
Platform-specific content variants
Thompson Sampling auto-selects the winning variant per platform × intent × competitive context. The content gets smarter every day.
Cryptographic transaction verification
Every agent-driven transaction is cryptographically verified before billing. No false positives, no double-counted attribution.
Four specialist coworkers shaping every answer.
To keep winning the answer, these four coworkers do the work — continuously, from inside Claude Cowork, ChatGPT Codex, or Manus.
A/B Test Strategist
Runs Thompson Sampling across answer variants. Picks winners continuously — the right answer for every agent × intent × context.
Content Optimizer
Finds the quick-win changes in product copy and schema that move recommendation rate across every platform.
Discovery Optimizer
Tunes llms.txt, agent-capabilities manifest, and JSON-LD so every platform finds the right entry point first.
Competitive Intel Researcher
Audits rivals on a schedule. Flags when a competitor moves so you can counter-position before the next AI query.
Your agent, tuned for your vertical.
Apparel & Fashion
Your agent reads occasion, style, and fit — answering "something for a fall outdoor wedding" with the right piece and size, not a keyword match. Served per platform, with live inventory.
Health & Beauty
Your agent serves the ingredient list, clinical citations, and skin-type guidance an AI checks before it recommends — claims that survive scrutiny, matched to the shopper's concern.
Home Furnishings & Decor
Your agent confirms dimensions, color truthfulness, materials, and delivery window — the facts that de-risk a high-consideration purchase and prevent a costly return.
Electronics & Tech
Your agent speaks specs — panel data, compatibility, and review consensus, matched to the use case and budget. The catalog with the cleanest data gets recommended.
Food, Beverage & Grocery
Your agent serves roast and origin freshness, ship cadence, and how easily a plan pauses — the replenishment facts that win the first order and the renewals after it.
Sporting Goods & Outdoor
Your agent matches gear to the trip — activity, skill level, conditions, and who is going. It reads a nervous first-timer and a seasoned backpacker differently.
Be the answer today.
Turn it on, and be the answer every agent gives — on every platform.