Complete AI Training

AI app for marketing · no coding needed

Market trend watchlist and briefing desk

Reduce time from signal to reviewed briefing while keeping sources traceable.

Made for: Marketing and insights teams that track market and consumer trends for decisions

What Market trend watchlist and briefing desk looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

Trend signals sit in several rented tools, so monitoring, analysis and briefings are split and slow.

What it gives you

Reviewer-approved trend briefings linked to source evidence

What you give it

Permitted public sourceslicensed feedsteam watchlists

Build your own version of Trendtracker, Nextatlas and more

One app with what these 7 AI tools do, yours to keep and change: Trendtracker, Nextatlas, Perigon, ViralViews, TopK, Aidy, TrendUp 2.0.

Everything these tools do, in one app

  • Real-time trend monitoring Continuously tracks emerging trends and patterns across various data sources as they happen.Found in Trendtracker, TrendUp 2.0
  • AI-driven trend analysis Uses artificial intelligence to analyze data and predict future trends.Found in Nextatlas, TrendUp 2.0
  • Customizable dashboards Allows users to create personalized dashboards to monitor specific industries or topics.Found in Trendtracker, TrendUp 2.0
  • Automated alerts Sends notifications for emerging trends and significant changes.Found in Trendtracker, TrendUp 2.0
  • Sentiment analysis Analyzes public opinion and sentiment from various sources.Found in Trendtracker
  • Reporting tools Provides comprehensive reports to share insights with teams.Found in Trendtracker
  • Custom solutions Tailors AI models and insights to address specific business challenges.Found in Nextatlas
  • Data-rich insights Delivers detailed insights based on analysis of early adopters, experts, and innovators.Found in Nextatlas
  • Weekly newsletter Sends a weekly digest of latest trends, consumer insights, and reports.Found in Nextatlas
  • AI content generation Generates written content with customizable options to fit different styles.Found in Perigon
  • Content organization Helps manage multiple projects and organize content within a single platform.Found in Perigon
  • Real-time collaboration Enables teams to work together on shared documents in real time.Found in Perigon
  • Content performance analytics Tracks content performance and engagement to improve effectiveness.Found in Perigon
  • Daily content discovery Delivers daily updates and trend reports to keep users informed.Found in ViralViews
  • Customizable feeds Allows users to tailor content streams to specific industries or topics.Found in ViralViews
  • Premium support Provides enhanced customer service options for timely assistance.Found in ViralViews
  • Real-time heavy-hitter detection Tracks and updates the list of most frequent or significant items in streaming data.Found in TopK
  • Unified search stack Combines embeddings, reranking, and a query engine in one API for search integration.Found in TopK
  • Advanced vector and semantic search Supports search on dense or sparse vectors with quantization and hybrid retrieval.Found in TopK
  • Flexible filtering and multi-modal retrieval Offers efficient filtering and search across diverse data formats.Found in TopK
  • Natural language processing Enables seamless communication and task execution through natural language.Found in Aidy
  • Schedule management Helps users manage schedules and set reminders to stay organized.Found in Aidy
  • Task automation Automates repetitive tasks to reduce manual effort.Found in Aidy
  • Data visualization Provides tools to visualize data for clearer insights.Found in TrendUp 2.0
  • Integration capabilities Connects with popular software and platforms to streamline workflows.Found in Perigon, Aidy, TrendUp 2.0

How it works, step by step

  1. Monitor permitted sources continuously for emerging trends
  2. Analyze signals with AI and flag likely direction
  3. Build customizable dashboards per industry or topic
  4. Send automated alerts on significant changes
  5. Score sentiment across monitored sources
  6. Generate shareable trend reports
  7. Tailor analysis to a defined business question
  8. Summarize early-adopter and expert signals
  9. Send a weekly digest of trends and insights
  10. Draft briefing text in a chosen style
  11. Organize signals and drafts by project
  12. Support real-time team editing on briefings
  13. Track briefing engagement and performance
  14. Deliver daily discovery updates
  15. Tailor feeds to specific industries or topics
  16. Detect frequent or significant items in the stream
  17. Search across sources with semantic and keyword retrieval
  18. Filter and retrieve across text, image and document formats
  19. Run natural-language queries and scheduled tasks
  20. Visualize trend and sentiment data
  21. Connect to approved external platforms
  22. Compare the reviewed result with the recorded baseline and value assumptions
  23. Capture corrections and named-owner approval before consequential use
  24. Export a versioned reviewer-approved trend briefing with source references and unresolved questions

Build it yourself with your AI system

Build this app yourself, no coding needed

Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.

Sign in to see how to build it yourself

Build a quick version to try, or get the full app pack for Market trend watchlist and briefing desk with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.

Sign in Become a member

4 Have it built for you days to a few weeks

Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Market trend watchlist and briefing desk with you.

Have Nexibeo build it

What's in the app pack

Included in the Complete AI Training membership.

  • The building instructions your AI follows, step by step
  • The questions your AI will ask you about your business before it starts
  • A clickable demo you can open in your browser, to see how it should work
  • A detailed blueprint of the screens, the information it keeps and the checks it runs

Become a member to get the app packAlready a member? Sign in

The files, for the technically curious
  • START-HERE.mdHow to build it with your own AI (read first)3 KB
  • README.mdOverview and links5 KB
  • questions.mdQuestions to answer before you build2 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare23 KB
  • prompt-vps.mdThe same build on your own server (Docker)23 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria11 KB
  • demo/index.htmlThe working demo on sample data198 KB

Questions

Do I need to know how to code?

No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.

What does it cost?

The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.

How long does it take?

The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.

Can I change it to fit my business?

Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.

More detailsHow the AI works, safeguards and what to build first

Reduce time from signal to reviewed briefing while keeping sources traceable. For marketing and insights teams that track market and consumer trends for decisions, convert permitted public sources, licensed feeds and team watchlists into reviewer-approved trend briefings linked to source evidence. The benefit is a testable hypothesis, measured through reviewed briefings per analyst hour and corrections after briefing approval; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect permitted public sources, licensed feeds and team watchlists, then follow this sequence: 1. Monitor permitted sources continuously for emerging trends. 2. Analyze signals with AI and flag likely direction. 3. Build customizable dashboards per industry or topic. Resolve uncertain cases with qualified reviewers, approve reviewer-approved trend briefings linked to source evidence, and measure reviewed briefings per analyst hour and corrections after briefing approval against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed source list and licensed feed set; final interpretation and publication checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve source attribution, quotation accuracy and usage permissions. Reviewers approve substantive changes and publication scope. One fixed source list and licensed feed set; final interpretation and publication checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed source list and licensed feed set; final interpretation and publication checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: monitor permitted sources continuously for emerging trends; analyze signals with AI and flag likely direction. Support the third module with operator review: build customizable dashboards per industry or topic. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Buyer-owned watchlists, authorized feeds and permitted public sources. Cloud storage, marketing platforms and briefing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Watchlist setup, Signal review queue, Briefing and delivery. Use a watchlist gallery for topics and markets, a central signal feed with change markers, and a right-hand panel for sources, sentiment and comments. Let users compare briefing versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant signal. Make the task-specific outcome reviewer-approved trend briefings linked to source evidence visible beside its evidence, review state and value baseline.