Product launch research with AI

Is the market ready for your product? Trends MCP gives your AI live demand validation data: search interest in your category, growth momentum on Amazon and TikTok, competitor brand awareness, and whether the timing is right - all before you commit to a launch.

Tools for this workflow

`get_trends`

Chart category demand history before a product launch - understand the demand cycle your product is entering and identify whether the category is growing, peaking, or saturating.

get_trends(keyword='smart ring', source='google search', data_mode='weekly')

`get_growth`

Validate launch timing by measuring current category growth across Google Search, TikTok, and Amazon - a category showing acceleration across all three signals is in an ideal launch window.

get_growth(keyword='smart ring', source='google search, tiktok, amazon', percent_growth=['1M', '3M', '6M'])

`get_ranked_trends`

Find adjacent product categories growing faster than yours - rank by Amazon and Google Shopping growth to identify product extensions or pivots with higher demand momentum.

get_ranked_trends(source='amazon', sort='qoq_pct_change', limit=25)

`get_top_trends`

Monitor what is trending on Amazon and TikTok right now for last-minute launch intelligence - surfaces the product categories and hashtags gaining consumer attention in the days around your launch.

get_top_trends(type='Amazon Best Sellers Top Rated', limit=20)

FAQ

Common questions

How can I use trend data to validate a product idea?

Check the search trend for your product category using get_growth. If it is growing on Google and Amazon simultaneously, demand is building. If TikTok shows earlier-stage interest but Google has not caught up yet, you may have a launch timing advantage. Trends MCP gives you all three signals at once.

Can I monitor the launch itself with Trends MCP?

Yes. After launch, use get_growth to track your product name or brand across Google Search, Reddit, YouTube, and News to measure launch momentum, PR coverage, and organic social spread.

What signals indicate a good launch window?

Rising Google Search volume in your category (growing market), Amazon search volume increasing (transactional demand building), TikTok or YouTube content around your topic (organic creator interest), and News sentiment positive or neutral. Trends MCP surfaces all four in minutes.

Can I research competitor launches too?

Yes. Track a competitor's brand name across Google, Reddit, and News to see how their launch performed. This gives benchmarks for what good launch momentum looks like in your category.

get_trends

get_growth

get_ranked_trends

get_top_trends

Common questions

Start building with live trend data

`get_trends`

`get_growth`

`get_ranked_trends`

`get_top_trends`