ChatGPT Shopping visibility
Track every product-related prompt across ChatGPT, Claude Haiku, Gemini, Perplexity, Google AIO and AI Mode. See which brands the LLMs recommend for which queries — daily.
For e-commerce teams
AI-Visibility Tool for stores winning ChatGPT Shopping answers.
Shoppers ask 'best running shoes under $150' in ChatGPT now. The brand the LLM names gets the cart — the rest get scrolled past.
Track product visibility across ChatGPT Shopping, Perplexity Pages, Gemini and Google AI Overviews. See where Amazon listings outrank you, and ship the schema + content moves to win the answer back.
7 days · no credit card · cancel anytime
Truffle dashboard — per-LLM visibility across all 6 AI surfaces.
Tracks every AI surface that matters 
ChatGPT 
Claude 
Gemini 
Perplexity 
Google AIO AI Mode
LLMs Recommendations tracken — not just product page rankings.
The shift e-commerce teams keep missing: the conversion question isn't 'do we rank for the keyword' anymore — it's 'does the LLM mention us before Amazon'. Truffle is the only brand tracker that follows up monitoring with assignable schema + content tasks.
- 1
Discover shopping prompts
Truffle's AI builds the prompt list buyers actually ask — 'best wireless headphones for running', 'durable laptop bag under $80', 'alternative to Allbirds'. Daily refresh across all 6 surfaces.
- 2
See who the LLM picks
Track which brands the AI names first, which Amazon listings get pulled in, and which review aggregators (Wirecutter, Reddit, Trustpilot) the LLM cites as evidence.
- 3
Ship the schema + reviews
Recommendations split into onsite (Product schema, Review schema, BreadcrumbList, Q&A blocks) and offsite (review-gen pitch, Wirecutter pitch list, Reddit thread targets). One click to assignable task.
Built for e-commerce visibility
<strong>Brand tracker</strong> + product mention map
See where your SKUs show up, which listings dominate (Amazon, Etsy, direct), and which prompts you still need to win.
Onsite Schema + Q&A recommendations
Strategy AI tells you exactly which product schema fields, Review schema entries and Q&A blocks to add — tied back to the prompts they unlock.
Offsite review + listing outreach
Source Outreach surfaces the Wirecutter, Reddit, Trustpilot and category-blog pitch targets the LLMs actually cite. Reviews that move AI answers — not vanity press hits.
Competitor + Amazon-listing watch
Daily share-of-voice vs every Amazon competitor on your top-50 SKUs. See exactly where the LLM still pulls in marketplace listings instead of your direct store.
GA4 ROI proof
Connect AI-visibility shifts to actual sales sessions, conversions and revenue. Stop guessing whether GEO work pays back — map it to the cart.
Buyer-persona prompts
Per-persona prompt tracking — price-sensitive shoppers, premium buyers, gift-givers all ask different things. Map your visibility per shopper segment.
Sub-$30 per brand / category
$399/mo for 15 brands covers a full multi-store portfolio — or 15 product categories under one brand. Below most Amazon Brand Analytics tool costs.
Win head-to-head against Amazon and direct competitors
The Competitors view shows where the LLMs still mention Amazon listings instead of your direct product page — and which review sources the AI pulls into the answer. That's where the next review push, Wirecutter pitch or schema fix lives.
Looking at Truffle vs another e-commerce visibility tool? See the full side-by-side comparison hub →
★★★★★
“For our e-commerce clients the question used to be 'are we ranking for the keyword' — now it's 'does the LLM mention us before Amazon'. With Truffle I see both: every product prompt the AI considers when shopping, who else the LLM names, and which Wirecutter / Reddit / Trustpilot threads it cites. That tells me whether to ship Review schema, push for a Wirecutter mention, or seed a category-comparison post — and turns each one into an assigned task for the team.”
E-commerce isn't just SEO anymore — it's whether the AI puts your brand or Amazon's listing in the answer.
— Olesya Franiel, CEO, ZDS International — SEO & GEO Agency, Barcelona
E-commerce pricing — per-brand, not per-SKU
Amazon brand-analytics tools price per SKU and per market. Truffle Pro/Agency covers 15 brand workspaces flat — one per store, one per category, or one per regional listing. AI-Visibility Tool coverage across all 6 surfaces, strategy and tasks for $399/month.
Pro / Agency
$399 /month
or $367/month billed annually — save 8%
- 15 brands · 200 prompts total — cover your stores + competitor watch list
- All major AI models included — ChatGPT, Claude Haiku, Gemini, Perplexity, Google AIO + SERPs Top-10, Google AI Mode
- Daily refresh
- 5 buyer personas per brand — price-sensitive, premium, gift-giver, etc.
- Unlimited team seats
- Unlimited strategy recommendations (product schema, Q&A, reviews)
- Crawler logs
- Source outreach — Wirecutter, Reddit, Trustpilot, category-blog targets
- API access
7-day trial · no credit card · cancel anytime
~$27 per brand/month for full AI SEO coverage, schema + review recommendations and assignable tasks. Cheaper than most Amazon-listing optimisation services.
Where Truffle sits in the AI-visibility landscape
| Tool | Entry price | Brands | What you get |
|---|---|---|---|
| Otterly Lite | $29/mo | 1 brand | Monitoring only · 4 base surfaces |
| Peec.ai | ~$89-100/mo | few brands | EU dashboard · 3 LLMs on entry tier |
| AthenaHQ | ~$295/mo | mid-market | Credit-based · monitoring-first |
| Amazon Brand Analytics | Per-listing | per SKU | Amazon-only visibility, no cross-LLM |
| Profound (Enterprise) | $2,000-5,000+/mo | — | Sales-led, custom contracts |
| Truffle Pro/Agency | $399/mo | 15 brands | Monitoring + schema + tasks · all 6 AI surfaces |
Get started in minutes
- 1
Add your store
Drop in your domain + 2-3 closest direct competitors — Truffle does the product-prompt discovery itself.
- 2
AI maps shopping prompts
Every shopping prompt that matches your catalogue + persona mapping — ready in minutes.
- 3
First schema + review tasks
Onsite + offsite recommendations ready before your next merch meeting.
Frequently asked questions
What is an AI-Visibility Tool for e-commerce?
An AI-Visibility Tool for e-commerce tracks how often AI search engines (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) recommend your store or product when shoppers ask buying questions. Truffle goes beyond monitoring — it gives onsite (Schema, Q&A, reviews) and offsite (Wirecutter, Reddit, Trustpilot) recommendations and turns each into an assignable task.
Can Truffle track ChatGPT Shopping mentions?
Yes — ChatGPT Shopping prompts are part of the core tracking set on every paid plan. You see which brands the LLM names, in what order, and which review sources it cites to back up the recommendation.
How is this different from Amazon Brand Analytics?
Amazon Brand Analytics tells you what happens on Amazon. Truffle tells you what happens in the AI answers buyers see before they reach Amazon — ChatGPT, Claude, Gemini, Perplexity, Google AIO. Then it shows whether the LLM still pulled an Amazon listing for your brand, and what to fix (product schema, direct-store SEO, review push) so the AI picks your store instead.
Which AI models do you track for e-commerce?
All six surfaces on every paid plan: ChatGPT (OpenAI), Claude Haiku (Anthropic), Gemini (Google), Perplexity, Google AI Overviews + SERPs Top-10, and Google AI Mode. Same fee for all 6 — no per-LLM upsells.
Does Truffle integrate with GA4?
Yes. Truffle pulls GA4 sessions and conversions so you can map AI-visibility shifts to actual cart events, not just rank movement.
How much does Truffle cost for a multi-store team?
The Pro/Agency tier is $399/month (or $367/month annual) for 15 brand workspaces, 200 prompts, all 6 AI surfaces, strategy + tasks. For a multi-store team or regional-portfolio brand, that's roughly $27 per brand/month — below most per-SKU Amazon optimisation services.
Be the brand the LLM names.
Before Amazon's listing does.
no credit card · all major AI models · cancel anytime
