Generative Engine Optimization for commerce

AI is choosing which products to buy. Put yours at the front.

When shoppers ask ChatGPT, Gemini or Claude what to buy, three products get named. ShelfShare moves you from buried to first, and proves every point of lift in orders.

Benchmarked across
ChatGPTGeminiClaude
+393% AI referral traffic to US retailers, YoY · Adobe, 2026
A shopper asks · live answer
▲ +6 positions
AI recommends
8-week rank historyCI ±3 · 2,184 queries
#1#7
Your brandCompetitorsGet your rank →
Why now

Commerce discovery moved into AI. Your visibility didn’t.

Shoppers now ask an assistant for “the best” and get three products, not ten blue links. There’s no rank tracker for that answer, no Search Console, no playbook. A competitor winning the recommendation captures the sale, silently.

+393%
AI referral traffic to US retailers, year over year
Adobe · Q1 2026
+42%
Better conversion from AI-referred shoppers vs non-AI traffic
Adobe · Mar 2026
66%
AI machine-readability on retail product pages, the highest-intent, lowest-scoring pages
Adobe · Q1 2026
How the climb works

From buried to the first answer.

Three moves, one loop. The same loop that took the brand above from the seventh recommendation to the first.

01
Benchmark

See your starting rank

Thousands of buyer-intent queries across every major engine, scored per product against named competitors, with confidence intervals.

02
Optimize

Climb the ranks

A prioritized 30-day plan of one-click change sets (content, structured data, feeds, crawl access), each with full diff and rollback.

03
Prove

Bank the lift in orders

Living inside your store, every position gained ties to AI-attributed sessions and revenue, the number your board asks about.

Private beta · limited spots

Get your starting rank.

Get early access and we’ll benchmark where your products stand across every major AI engine — your week-one position, before we move it.

  • Your free cross-engine shelf-share score
  • A ranked snapshot vs your named competitors
  • First benchmark within 48 hours of launch
  • Merchants & agencies already in line
Merchants & agencies already in line
Read-only to start · we never modify price or stock
FAQ

Questions, answered straight.

How is this different from my SEO tools?

SEO tools measure how search engines index your pages. ShelfShare measures what AI assistants actually say when shoppers ask what to buy — a different system, with different sources, ranked answers instead of links, and no analytics trail. We benchmark the answers themselves, at scale, across ChatGPT, Gemini and Claude.

Which AI engines do you cover?

ChatGPT, Gemini and Claude. Every benchmark runs across all three — no partial coverage sold as complete.

Do you need my customer data?

No. ShelfShare connects to your catalog with read-only access — products, categories, prices, images. We never touch checkout, customers, or orders.

How current is the data?

Every number is stamped with its run date, and we nudge you when results are more than a couple of weeks old. AI engines change; your shelf moves with them — so re-running is a first-class action, not a workaround.

What happens after my free benchmark?

You keep the results — including the CSV. If you want to track movement over time, add categories, and put the recommendations to work with your team, talk to us about the Platform and Enterprise tiers.

Why early access?

Every benchmark costs real compute — hundreds of questions, three engines, many repeats. We onboard in batches so every brand gets a rigorous run, not a rationed one. Requesting early access reserves your free benchmark.