01
See How AI Describes Your Product
Track product appearances and their positions in AI answers. Check recommendations and the sources behind them.
ContentHubGPT overview
Does Your Product Make the AI Shelf?
A buyer asks ChatGPT which product to choose. Check whether yours appears and how it is described. ContentHubGPT connects those findings to product-content review and publication.
13,000+SKUs supported
110+brands creating governed content
SEO + AEO + GEOsearch and answer-engine content
FDAcontent review for regulated categories
Why ContentHubGPT
Connect AI Visibility With Content Review
ContentHubGPT connects AI visibility checks with product-content work. Your team can review agency content as well as its own drafts, then distribute the approved version across your commerce channels.
02
Review Content From Any Source
Review drafts from your team or an agency. Partner content and translations go through the same checks, as do files from other tools.
03
Keep Product Facts Consistent
Carry approved product facts into product detail pages and marketplaces. Keep feeds and PIM records consistent with that content.
Product questions in AI search
What Does the Assistant Tell Your Buyer?
A product answer needs the right facts. Your brand rules and compliance requirements still apply when that content appears in AI search. Content review checks those requirements; an AI recommendation is not an approval of a product claim.
1
The Buyer Asks a Question
The buyer describes a need and may not name a brand.
2
The Assistant Compares Products
The answer draws on available product information and cited sources.
3
The Answer Names a Recommendation
Check which product the answer recommends and the reason it gives.
AI shelf report
See Whether Your Product Makes the AI Shelf
We test your product across ChatGPT, Claude, Perplexity and Gemini. A person reviews the answers. Your report identifies missing product information and the fixes to consider first.
Shortlist Entry
Does the product make the first cut?
Reason to Choose
Does the answer explain why to choose it?
Competition
Which products appear instead of yours or alongside it?
Source Influence
Which cited sources support the answer?
First Fix
Which gap matters most now?
Product-content workflow
Use the Findings to Update Your Content
Start with the questions buyers ask and the answers that mention your product. Identify gaps before creating content. ContentHubGPT covers product and editorial copy, social content, metadata and taxonomy. Review it against the relevant rules before publication. Use the next set of answers to measure what changed.
01
Discover and Track
Track search queries and buyer questions alongside rankings. Record AI mentions and recommendations, with their citations.
02
Diagnose the Gap
Check whether the gap is in buyer intent or product content. Review citations and competitor answers, then check the product data for missing information.
03
Create and Govern
Create content from approved product facts and review it against brand and compliance rules. Distribute the approved version through your commerce systems.
Brand Intelligence report
Check Your Brand Against the Competition
See which brands appear in AI answers and which sources those answers cite. The report recommends the content work to start with.
Meet ContentHubGPT
Meet Us in September 2026
22–24 SEPTEMBER 2026 · LAS VEGAS
Groceryshop 2026
Mandalay Bay, Las Vegas.
Booth #1037.
22–24 SEPTEMBER 2026 · HUNTINGTON BEACH
RetailClub AI Festival
Huntington Beach.
Meet the ContentHubGPT team.
See How AI Describes Your Product
Request the report for your brand, or read more about the content-review workflow.
No arrival form. The QR serves the content first.