Unbranded shopper prompts
Build questions from real products and shopping needs.
Grow Early access
Earn a place in AI shopping answers
The Visibility agent tests shopper questions across ChatGPT, Claude and Gemini.
Turn source records into completed work
- 01
Build real shopper questions
The Visibility agent builds shopper questions from your category and use cases.
- 02
Ask each AI twice
The agent asks ChatGPT, Claude and Gemini each question twice.
- 03
Score each AI separately
It records competing brands and cited sources.
- 04
Check product readiness
The agent checks product facts, alt text, readable reviews and FAQs.
- 05
Review the fix queue
The agent drafts copy, attribute, structured-data and FAQ changes.
- 06
Repeat the comparison
The agent repeats the same questions monthly.
Choose what runs and what waits
Run question tests and readiness checks Read answers and product pages. Store the evidence and draft proposed fixes without publishing them.Auto
Apply any product-page fix The brand approves every before and after change. Apply through the API with undo. Never auto-publish.Ask you
Stop an action type The agent cannot run it. Use the kill switch to stop an agent, channel or workspace.Never
Give the agent the daily work
Verbatim answer history
Store each answer word for word.
Separate AI scores
Track ChatGPT, Claude and Gemini individually.
Readiness reasons
Review product details and page readability.
Approved page fixes
Brand approval is required for each fix.
Monthly rechecks
Keep the questions frozen for the monthly comparison.
Channels and systems
ChatGPTNext
ClaudeNext
GeminiPlanned
ShopifyLive
LiveDataNext
Questions before you connect
AI recommendations
We never promise an AI will recommend you. The Visibility agent records answers and proposes product-page fixes.
Shopper questions
The agent tests category questions without naming your brand. Product facts and use cases shape the prompts.
Page approvals
Your team approves every copy, attribute, structured-data and FAQ fix. Growlane applies approved changes through the API with undo.
Monthly comparisons
The agent repeats frozen questions monthly. Separate scores show how each AI’s answers change.
Built for commerce teams
Shopify brands and marketplaces use AI answer evidence to improve product information and track discovery.
See where AI shoppers find your competitors
Bring your channels, systems and the work that costs your team time.