AI product recommendation intelligence
When buyers ask AI what to buy, is your product the answer?
Gengine measures which electronics AI assistants recommend in Brazil, who wins instead and which store they send buyers to — with the original answer behind every number.
Product
Aurora Pro 14 · 16 GB / 512 GB
Recommended
9 / 15
valid answers
Mentioned
12 / 15
Avg. position
2.3
Store suggested
Mercado Livre
Illustrative data · Aurora Pro 14
Engines measured today via model API
- ChatGPTCovered
- GeminiCovered
- PerplexityNot yet
- ClaudeNot yet
- CopilotNot yet
- AI OverviewsNot yet
Model APIs, not consumer chat apps. Symbols are generic icons, not official logos.
Brands using Gengine
- ofertahub.
- brasaolympic.
- judodash.
- gridraces.
- tekoai.
Platform tour
See the platform in action
A guided walkthrough with Cito using the fictional Aurora brand — all screens show labeled illustrative data. Narration follows your chosen interface language.
From insight to action
Observe. Compare. Fix. Sell.
One workflow from the first AI answer to the listing change — every step backed by saved evidence.
Per-product visibility with denominators, average position and the store the assistant suggests.
See which products AI recommends
Aurora Pro 14
Notebooks · 3 stores
Recommended in
9 / 15
Avg. position
2.3
Store suggested
Mercado Livre
in 6 of 9 answers
Spec accuracy
4 / 5
battery stated wrong
Gengine solutions
Product intelligence, end to end
Each module starts honest: it shows what still needs setup or data.
Product page
Everything about one product, with evidence
Aurora Pro 14
Notebooks · 3 stores
Recommended in
9 / 15
Avg. position
2.3
Store suggested
Mercado Livre
in 6 of 9 answers
Spec accuracy
4 / 5
battery stated wrong
Attribute radar
You vs. the winner
AuroraTechPrime
Store ranking
Where AI says to buy
- Mercado Livre34%
- Amazon27%
- Official store18%
- Magalu13%
Evidence drawer
Every count opens the answer
Prompt 2 · repetition 3 · model API · saved answer
“For students who want long battery life, the TechPrime X5 is a strong choice. The Aurora Pro 14 is lighter but…”
- • techprime.example/x5
- • No source provided by this model API
Automations & marketplaces
CSV today, APIs when you connect
- CSVAvailable
- Mercado LivreRequires setup
- VTEXRequires setup
- n8n / webhookRequires setup
Real status from the product — nothing is connected by default.
Media opportunities
Draft briefs for AI placements
Scenarios you enter yourself. No campaigns are created or launched.
Illustrative data · Aurora, TechPrime, Northwind
Example AI answer
One answer, six signals
This is what a single saved answer turns into inside Gengine.
What Gengine extracts
- Your product mentioned
- ✓ Aurora Pro 14
- Position
- #1 / 3
- Competitors
- TechPrime X5, Northwind Air
- Store suggested
- Mercado Livre
- Specs vs. official listing
- RAM ✓ · battery to verify
- Sources returned
- 2 links
Illustrative data
Transparent methodology
Numbers you can defend in a meeting
We never fabricate a scan. Without a connected provider, the product says so.
Prompt
Buyer-style, in Portuguese
Provider
Model + version recorded
Repetition
Same prompt, repeated
1 observation
Saved verbatim, never rewritten
- Incomplete answers excluded
- Denominator always shown
- Scores hidden under 70% coverage
Brand vs. product
Brand visibility tools vs. Gengine
Brand tools tell you if your name shows up. Gengine tells you which product, at which store, with which specs.
| Capability | Brand visibility tools | Gengine |
|---|---|---|
| Tracks brand mentions in AI answers | ||
| Product-level identity (model, variant, GTIN) | ||
| Which store AI sends the buyer to | ||
| Specs and price checked against your listing | ||
| Listing audit with prioritised fixes | Varies | |
| Every count opens the saved answer | Varies | |
| Built for electronics in Brazil (PT-BR prompts) |
General category comparison based on typical brand-level tools; individual products vary.
How it works
Three steps, one evidence trail
- 01
Add a product
Paste a link, pick from your catalog or upload a CSV. Confirm model, variant and store.
- 02
Run a diagnostic
Buyer-style prompts in Portuguese, repeated per provider. Incomplete answers are excluded.
- 03
Fix and follow up
Work the prioritised plan, then re-audit the newest captured listing.
Integrations
Start with CSV, connect when you're ready
A logo is not a connection: partner APIs stay “requires setup” until your credentials are verified.
CSV
AvailableShopify
Requires setupVTEX
Requires setupWooCommerce
Requires setupAmazon SP-API
Requires setupMercado Livre
Requires setupn8n / webhook
Requires setupGoogle Merchant
Roadmap
FAQ
Straight answers
Who is Gengine AI for?
Gengine AI supports electronics brands, D2C teams, marketplace sellers and agencies working on product information and AI recommendation evidence. Start with a small catalog in your workspace and a clearly identified product page.
How are products, variants and listings different?
A catalog product describes an exact product identity; a variant specifies differences such as memory, storage or color. A listing describes that product sold by a particular seller on a channel. Keep variant and listing details separate instead of treating every similar title as the same item.
Where do I find CSV templates?
The catalog and integration workflows offer templates for supported import fields. Catalog CSV uploads accept up to 500 rows and 5 MB; XLS and XLSX are not supported. Download the matching template and review a few rows before a larger import.
What content does GEO Scanner actually analyze?
The scanner analyzes the captured HTML or text supplied to the intake workflow, not an assumed live page. Sanitization removes executable content while retaining supported product evidence such as structured data. Review the captured source and extraction result before interpreting the audit.
How many products and answers are in the free diagnostic?
The free plan allows up to 3 own products and 3 competitors, with 5 prompts repeated 3 times. That is 15 planned responses, not a guarantee of 15 valid answers. Review the workspace’s actual remaining allowance before confirming a run.
Where does each suggested action’s evidence come from?
Actions are tied to saved audit or diagnostic evidence rather than a promised return on investment. Open the supporting rule or answer and confirm which listing it concerns. Prioritize corrections supported by evidence you can actually change.
What is the current free-plan allowance?
The free plan permits 1 diagnostic per organization every 30 days, subject to the actual workspace allowance shown before execution. It supports up to 3 own products and 3 competitors and 5 prompts with 3 repetitions. Check settings rather than assuming an allowance belongs separately to every member.
Find out if AI recommends your product
Free plan: 1 diagnostic per 30 days, up to 3 products and 3 competitors.