Who should use the Identify market trends workflow?
Teams or solo builders working on business tasks who want a repeatable process instead of one-off tool experiments.
Journey overview
How this pipeline works
Instead of relying on a single generic AI model, this pipeline connects specialized tools to maximize quality. First, you'll use CB Insights to outputs a set of predicted trends with supporting data, ready for validation against real-world sentiment. Then, you pass the output to Gorgias to a sentiment report summarizing positive, negative, and neutral themes, correlated with predicted trends. Then, you pass the output to Talkwalker to a curated list of top market trends with evidence, impact analysis, and potential business opportunities. Finally, Spotfire is used to a finalized market trends report ready for presentation, including key insights, data sources, and recommended next steps.
A finalized market trends report ready for presentation, including key insights, data sources, and recommended next steps.
Use predictive analytics to forecast upcoming market trends based on historical data and industry signals, setting a solid foundation for trend identification.
Predicting market trends provides a directional hypothesis, reducing noise and focusing subsequent analysis on the most promising areas.
Outputs a set of predicted trends with supporting data, ready for validation against real-world sentiment.
Gather and analyze customer sentiment from social media, reviews, and feedback to understand current perceptions and unmet needs.
Customer sentiment reveals shifts in preferences and dissatisfaction, directly highlighting emerging trends and validating predictions.
A sentiment report summarizing positive, negative, and neutral themes, correlated with predicted trends.
Leverage trend intelligence tools to scan industry data, social listening, and market signals to pinpoint specific, actionable trends.
This step directly executes the primary goal, converting raw data and predictions into a concrete list of market trends.
A curated list of top market trends with evidence, impact analysis, and potential business opportunities.
Synthesize findings from all previous steps into a polished, shareable business report with visualizations and strategic recommendations.
Transforms analytical outputs into an executive-ready format, ensuring the trends are actionable and easily communicated to stakeholders.
A finalized market trends report ready for presentation, including key insights, data sources, and recommended next steps.
Start this workflow
Ready to run?
Follow each step in order. Use the top pick for each stage, then compare alternatives.
Begin Step 1Time to first output
30-90 minutes
Includes setup plus initial result generation
Expected spend band
Free to start
You can swap tools by pricing and policy requirements
Delivery outcome
A finalized market trends report ready for presentation, including key insights, data sources, and recommended next steps.
Use each step output as the input for the next stage
Why this setup
Repeatable process
Structured so any team can repeat this workflow without starting over.
Faster tool selection
Each step recommends the best tool to reduce trial-and-error.
Quick answers to help you decide whether this workflow fits your current goal and team setup.
Teams or solo builders working on business tasks who want a repeatable process instead of one-off tool experiments.
No. Start with the top pick for each step, then replace tools only if they do not fit your pricing, compliance, or output needs.
Open the mapped task page and compare top options side by side. Prioritize output quality, integration fit, and predictable cost before scaling.
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