TrendGraph AI

A research platform that fuses papers, patents and funding events into a temporal knowledge graph, then runs forecast simulations with a council of LLM personas.

Visit Official Website

https://trendgraphai.com

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What It Does

TrendGraph AI is aimed at the gap between a trend becoming obvious and a trend becoming a headline. It ingests scientific publications, patent filings and venture funding events, joins them into a typed temporal knowledge graph, and lets you explore that graph live: node shapes distinguish entities, technologies, concepts and industries, while colors mark whether a signal came from science, patents or funding.

Two surfaces sit on top of the graph. The Explorer is for seeing the current field and the context around an emerging trend; the Simulator runs what-if scenarios and returns forecast hypotheses with the assumptions attached. Watchlists and notes keep a thread across runs, and a per-run archive records token counts, latency, provider and cost. A multi-agent council of LLM personas is what produces the hypotheses, and the site is careful to label the output probabilistic rather than a prediction.

The current offer is a free design-partner beta capped at 50 seats — nine were left at the time of capture — with the shared DeepSeek key subject to a monthly run quota and wider model providers available through your own key. The terms describe two future license tiers, Pro for a single user and Enterprise, sold through Paddle, but no price is rendered on any public page. The privacy notice is thorough: BYOK keys are encrypted with AES-256-GCM, the app sets no analytics cookies, and payments are handled by Paddle as merchant of record.

Key Features

  • Typed temporal knowledge graph built from papers, patents and funding events
  • Live Explorer with node shapes and signal colors
  • What-if Simulator returning forecast hypotheses with assumptions
  • Multi-agent council of LLM personas
  • Watchlists, notes and a run archive with per-run cost
  • Bring-your-own-key support for Anthropic, OpenAI, Gemini and DeepSeek
  • Free design-partner beta with 50 seats

Who It Is For

Researchers, analysts and founders who want an evidence trail behind an early trend rather than a social-media signal.

Key Use Cases

Mapping who is publishing and filing patents around a technology; seeing which science, patent and funding signals converge; running what-if scenarios on an emerging market; keeping a dated archive of forecasts and their outcomes; tracking a topic through a watchlist.

Pricing and Access

Pricing

Freemium

Individual plan prices are not publicly listed. Check the official site for current pricing.

Access

The public offer is a free design-partner beta limited to 50 seats, with no card required and a shared DeepSeek key subject to a monthly run quota; using your own provider key is optional. The terms name future Pro (single user) and Enterprise licenses sold through Paddle, but no price appears on the site or in the sign-up flow.

Pricing and availability last checked: Oct 21, 2026 · Source: official website

Privacy and Data Handling

Operated by DREAVERR Digital Solutions LLP in Richmond, BC. The notice says API keys are stored encrypted with AES-256-GCM and decrypted only for a run, prompts and outputs are retained per call for replay and deletable on request, and Paddle receives only a subscription identifier, plan tier and next billing date. It states no sale of personal data, no third-party advertising trackers, and only strictly necessary session cookies in the application.

Official privacy policy

Strengths and Limitations

Strengths

The evidence model is the product: every forecast sits on a graph of dated papers, patents and funding rounds, and the run archive keeps cost and assumptions alongside the hypothesis.

Limitations

It is still a beta with a seat cap, the promised Pro and Enterprise tiers have no published price, and the output is explicitly probabilistic research rather than financial advice.

Common Questions

What does the design-partner beta cost?

Nothing during the beta, with no card required. The shared DeepSeek key is subject to a monthly run quota, and you can use your own Anthropic, OpenAI or Gemini key instead.

Where do the signals come from?

Scientific publications, patent filings and venture funding events, joined into a temporal knowledge graph that marks which of those streams each signal came from.

Are the forecasts predictions?

No. The site labels them probabilistic hypotheses produced by simulations over public signal streams, and states that it is a research platform rather than financial advice.

Answers are editor-written from verified product details; last checked Oct 25, 2026.

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