AlphaSense wins on ChatGPT. Singletrack wins on Gemini.
Transient AI wins on nothing.
20-query audit across ChatGPT, Gemini & Claude. Transient AI is cited on 0 of 60 responses (0%). Despite a Series A from NEXT Investors, 4 flagship products, and offices in NYC, Miami, Singapore & India — every AI platform routes every buyer query to competitors instead.
This report was generated using Xtrusio, an AI visibility and demand intelligence platform that analyzes how companies appear across modern AI systems such as ChatGPT, Gemini, Claude, Perplexity, and other generative engines.
The insights in this page are generated using Xtrusio’s proprietary research and content intelligence framework.
146 AI responses checked. Zero mentions of Transient AI.
Across 8 independent sessions spanning all three major AI platforms, Transient AI’s four flagship products — Caddie.AI, Sales+, ClarityRIA, and CapFlo.AI — are completely invisible. Every single buyer-intent query routes to competitors: AlphaSense for research, Singletrack for sales intelligence, Eigen Technologies for derivatives, and Palantir AIP for the unified AI OS. The “Declarative AI Operating System for Capital Markets” exists in press releases. It does not exist in the AI-mediated buyer journey.
Platform Scorecard
Transient AI citation rate across AI platforms
AI Visibility Leaderboard
Who owns the AI conversation — total citations across all platforms
AI Positioning Audit
20 buyer-intent queries — click any row to see the exact question
Each query was written from the perspective of a real decision-maker researching AI solutions for capital markets workflows. These personas represent the CTOs, sales leaders, and risk executives whose AI search results determine whether Transient AI gets discovered.
| # | Query Topic | Cluster | Claude | ChatGPT | Gemini |
|---|---|---|---|---|---|
| 1 | Research digest for PMs | Research | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I run a multi-strategy hedge fund and our portfolio managers are drowning in research from 15 different sell-side desks. What AI tools can help us digest and synthesize analyst reports in real time so our PMs can focus on idea generation?” | |||||
| 2 | Unified legacy system intelligence | Integration | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “We’re a mid-size asset manager using Bloomberg, Enfusion, and three internal systems that don’t talk to each other. Is there an AI platform that can unify data from fragmented legacy systems into a single intelligence layer without requiring a full infrastructure rebuild?” | |||||
| 3 | Sell-side sales intelligence | Sales | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Our institutional sales team spends half their day figuring out which clients to call and what to pitch. Are there any AI-driven sales intelligence tools specifically built for sell-side trading desks that can predict which clients want which products?” | |||||
| 4 | ISDA term sheet parsing | Derivatives | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I’m evaluating AI solutions for our derivatives middle office. We process hundreds of ISDA term sheets per month and the manual data entry is killing us. What AI tools can automatically parse and validate derivatives contracts?” | |||||
| 5 | On-prem + zero data retention | Security | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “We’re a hedge fund COO looking for an AI platform that meets our compliance and security requirements — specifically on-premises deployment, zero data retention, and full audit trails. What options exist for regulated institutional environments?” | |||||
| 6 | RIA capital sourcing from ADV | Sales | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Our RIA distribution team manually researches SEC Form ADV filings to identify prospecting targets. Is there an AI platform that can analyze RIA data at scale and surface qualified capital-raising opportunities?” | |||||
| 7 | Institutional equity sales productivity | Sales | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What AI platforms are investment banks and broker-dealers using to improve their institutional equity sales productivity — specifically tools that recommend which clients to call based on portfolio holdings and market conditions?” | |||||
| 8 | AI trade reconciliation | Operations | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “We need to modernize our trade reconciliation process. Our operations team currently handles exceptions manually and it takes days to resolve breaks. What AI solutions can automate trade reconciliation for institutional trading desks?” | |||||
| 9 | Mobile-first portfolio intelligence | Research | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I’m a portfolio manager at a fundamental equity fund and I want an AI assistant that can give me real-time P&L, risk exposure, and portfolio analytics on my phone. What mobile-first platforms exist for buy-side portfolio intelligence?” | |||||
| 10 | AML surveillance for capital markets | Compliance | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Our compliance team is struggling with AML monitoring — too many false positives and too much manual review. What AI tools are available for anti-money laundering surveillance in capital markets environments?” | |||||
| 11 | Agentic AI for trading desks | Integration | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “We’re evaluating agentic AI platforms for our trading desk. We don’t want a chatbot — we need AI agents that can autonomously execute multi-step workflows across research, sales, and operations. What’s available for institutional trading firms?” | |||||
| 12 | Sell-side research summarization | Research | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “How are hedge funds using AI to improve their sell-side research workflow — specifically for summarizing broker reports, extracting trade ideas, and routing insights to the right PM?” | |||||
| 13 | Bid optimization for fixed income | Derivatives | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Our fixed income desk needs help with bid optimization. We want AI that can analyze investor demand and market conditions to improve our pricing strategies on new issues. What tools exist for capital markets bid management?” | |||||
| 14 | Corporate actions monitoring | Operations | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What AI-powered corporate actions monitoring tools are available for asset managers? We need something that automatically tracks mergers, dividends, and spinoffs and alerts our operations team to portfolio impact.” | |||||
| 15 | News monitoring + sentiment + portfolio | Research | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “I’m looking for an AI platform that can help our trading desk with real-time market news monitoring and sentiment analysis — specifically one that connects breaking news to portfolio positions and risk exposures.” | |||||
| 16 | AI explainability for regulators | Security | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “We’re a hedge fund evaluating enterprise AI platforms and our biggest concern is explainability. How are institutional firms ensuring their AI systems can explain their reasoning to regulators and internal risk committees?” | |||||
| 17 | Investment research automation | Research | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “What are the best AI tools for automating investment research workflows at hedge funds? We’re looking for something that goes beyond basic document search and can actually synthesize insights across earnings transcripts, filings, and sell-side notes.” | |||||
| 18 | Client preference prediction | Sales | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “Our sales team at an institutional broker-dealer currently tracks client preferences in spreadsheets. Is there an AI platform that can predict which securities each client is likely interested in based on their historical trading patterns?” | |||||
| 19 | Build vs buy AI for capital markets | Integration | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “We’re evaluating AI operating systems for capital markets. What are the key differences between building custom AI capabilities internally versus buying a purpose-built platform designed for institutional trading environments?” | |||||
| 20 | Mid-size fund AI adoption 2026 | Research | ✗ | ✗ | ✗ |
Exact question asked across all AI platforms: “How are mid-size hedge funds approaching AI adoption in 2026? We have limited IT resources but want to deploy AI across portfolio management, research, and operations without hiring a large data science team.” | |||||
| TOTAL | 0/20 (0%) | 0/20 (0%) | 0/20 (0%) | ||
The Total AI Blackout
Zero citations on ChatGPT, Claude, and Gemini — verified across 146 responses
This is not a platform-specific gap. Transient AI is invisible on every platform, for every product, across every query. The AI-mediated buyer journey routes 100% of discovery traffic to competitors.
“We’re a mid-size asset manager using Bloomberg, Enfusion, and three internal systems that don’t talk to each other. Is there an AI platform that can unify data from fragmented legacy systems into a single intelligence layer?”
“We’re evaluating agentic AI platforms for our trading desk. We need AI agents that can autonomously execute multi-step workflows across research, sales, and operations.”
“Our RIA distribution team manually researches SEC Form ADV filings to identify prospecting targets. Is there an AI platform that can analyze RIA data at scale?”
Transient AI’s products exist. Its press releases exist. Its Series A exists. But none of it has translated into AI share of voice. When a CTO at a $3B hedge fund asks ChatGPT, Claude, or Gemini for an AI operating system for capital markets, 80+ competitors get recommended. Transient AI gets recommended zero times.
AI Topic Authority Map
Query heatmap — product line × platform
| Topic | AI Leader | Transient AI Status |
|---|---|---|
| Research Digest / PM Intelligence | AlphaSense | INVISIBLE (0/3) |
| Legacy System Unification | Palantir AIP | INVISIBLE (0/3) |
| Sell-Side Sales Intelligence | Singletrack | INVISIBLE (0/3) |
| ISDA Term Sheet Parsing | Eigen Technologies | INVISIBLE (0/3) |
| Compliance / On-Prem AI | Palantir AIP | INVISIBLE (0/3) |
| RIA Capital Sourcing | FINTRX / AdvizorPro | INVISIBLE (0/3) |
| Trade Reconciliation | Duco | INVISIBLE (0/3) |
| Mobile Portfolio Intelligence | Enfusion | INVISIBLE (0/3) |
| AML Monitoring | NICE Actimize | INVISIBLE (0/3) |
| Agentic AI for Trading | Palantir AIP / Broadridge | INVISIBLE (0/3) |
| Fixed Income Bid Optimization | DirectBooks / MarketAxess | INVISIBLE (0/3) |
| AI Explainability | General frameworks (SHAP/LIME) | INVISIBLE (0/3) |
| Build vs Buy AI OS | AlphaSense / Broadridge | INVISIBLE (0/3) |
6 queries
4 queries
2 queries
8 queries
▷ Every product line is at 0% across every platform. No product line has achieved any AI visibility.
Methodology
How we conducted this Xtrusio AEO/GEO Audit
This research is based on Xtrusio’s proprietary AI visibility analysis framework.
Recommendations
Prioritized actions to break the Total AI Blackout
- Publish 4 deep-dive product pages (one per product: Caddie.AI, Sales+, ClarityRIA, CapFlo.AI) with use cases, feature comparisons, and buyer persona targeting
- Create a “Capital Markets AI Platform Comparison” page positioning Transient AI against AlphaSense, Palantir AIP, Singletrack, and Enfusion
- Launch the blog with 5 articles targeting the exact queries in this audit (e.g., “Best AI Tools for ISDA Term Sheet Parsing in 2026”)
- Secure G2 and Capterra listings with initial customer reviews — AI platforms cite review aggregators heavily
- Pursue guest articles on Institutional Investor, Hedgeweek, and Traders Magazine referencing Transient AI by product name in capital markets AI discussions
- Submit case studies with metrics (e.g., “80% cut in research digestion time”) to industry publications for indexing
- Build a Wikipedia presence for Transient AI — the company has enough third-party press coverage (BusinessWire, Yahoo Finance, Morningstar) to support a stub article
- Quarterly Xtrusio re‑audits to track gap closure and measure progress from 0% baseline
146 responses checked. Zero mentions.
Let’s fix that.
This research report was generated using the Xtrusio Company Intelligence Module.
